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The * notation indicates first author status.

  1. SCHOLARLY BOOKS PUBLISHED.

  2. CHAPTERS PUBLISHED.

  3. EDITORSHIPS

  4. JOURNAL ARTICLES PUBLISHED:

  5. PAPERS PUBLISHED IN CONFERENCE PROCEEDINGS:

  6. BOOK REVIEWS PUBLISHED.
  7. PAPERS PRESENTED
  8. INVITED SEMINARS OR LECTURES PRESENTED
  9. Other Scholarly Work:
  10. PUBLICATIONS AVAILABE ONLINE

A. SCHOLARLY BOOKS PUBLISHED:

1. Authored:

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An Adaptive Computer Model of the Evolution of Agriculture in the Valley of Oaxaca, Mexico, Ph.D. Thesis, University of Michigan, 1979, University   Microfilms 

This thesis used a specific machine learning technique, genetic algorithms, to model the decision-making adaptations made by prehistoric hunter-gatherers during the process of developing incipient agriculture.  The genetic algorithm selectively operated on decision-making procedures expressed as production rules in a knowledge base in order to adapt to the simulated environment in which the system was embedded.  The results were compared with the archaeological data from the region and proved sufficient to explain a number of patterns in that data..

 

2. Co-Authored:

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Excavations at San Jose Magote I: The Household Archaeology (Kent V. Flannery, Joyce Marcus, with contributions by Robert G. Reynolds.

 

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The Automatic Acquisition of Software Engineering Knowledge: Evolution-Based Approaches to Knowledge Acquisition in Automatic Programming Systems (with George Cowan) World Scientific Press (2003).

This text focuses on the acquisition of knowledge about software engineering activities within a Genetic Programming Environment Using Cultural Algorithms. The book describes an automated programming environment based around Genetic Programming (GP) that supports the development of large-scale software systems. An example subsystem describing the learning of metrics to describe the quality of software produced by a GP agent is presented.

 

 

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The Flocks of the Wamani, Academic Press, 1989 (with Kent V. Flannery and Joyce  Marcus).

This text focuses on the development of both computer simulations and analytical models that describe how cooperative mechanisms can be learned and spread within a distributed problem solving system.  The specific example used here are the gift giving ceremonies of Peruvian Llama herders.

 

 

3. Book proposals submitted

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Cultural Algorithms in Theory and Practice, co-authors Robert G. Reynolds, Ziad, Kobti, and Bin Peng, submitted to IEEE Press.

This book focuses on the design of Cultural Algorithm solutions to real world problems. It begins with the introduction of a simple CA in part I, and then proceeds to add on additional Cultural Knowledge through progressively more complex examples in part II. Part III examines real world applications of the technique.

 

B. CHAPTERS PUBLISHED:

1. Authored:

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Reynolds, R. G., " Chapter 1: A General Statistical Analysis of Occupational Remains in Cueva Blanca",  in Cueva Blanca:  The Site Report,  Kent V. Flannery, Editor, Memoirs of the Museum of Anthropology at the University of Michigan, to appear.

 

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Reynolds, R. G., " Chapter 2: Identifying Spatially Associated Groups of Artifacts  Using Cluster Analysis", in Cueva Blanca:  The Site Report,  Kent V. Flannery, Editor, Memoirs of the Museum of Anthropology at the University of  Michigan, to appear.

 

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Reynolds, R. G., " Chapter 3: Extracting Drop Area Aggregates Using Techniques from Artificial Intelligence", in Cueva Blanca:  The Site Report,  Kent V. Flannery, Editor, Memoirs of the Museum of Anthropology at the University of Michigan, to appear.

 

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Reynolds, R. G., " Chapter 4: Using the Extracted Drop Area Aggregates to Identify Regions of Activity in Zone E", in Cueva Blanca:  The Site Report,  Kent V. Flannery, Editor, Memoirs of the Museum of Anthropology at the University of Michigan, to appear.

 

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Reynolds, R. G., " Chapter 5: Using the Extracted Drop Area Aggregates to           Identify Regions of Activity in Zone D", in Cueva Blanca:  The Site Report,  Kent   V. Flannery, Editor, Memoirs of the Museum of Anthropology at the University of Michigan, to appear.

 

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Reynolds, R. G., " Chapter 6: Using the Extracted Drop Area Aggregates to Identify Regions of Activity in Zone C", in Cueva Blanca:  The Site Report, Kent V. Flannery, Editor, Memoirs of the Museum of Anthropology at the University of Michigan, to appear.

 

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Reynolds, R.G., “Chapter 25: Multi-Dimensional Scaling of San Jose Magote Data”, to appear in San Jose Magote:The Site Report, Kent V. Flannery and Joyce Marcus, Editors, Memoirs of the Museum of Anthropology at the University of Michigan, in press, 2005.

 

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Reynolds, R.G., “Software Design Metrics”, Encyclopedia of Software Engineering: Second Edition, Ed. J. Marciniak, John Wiley and Sons Press, 2002.

 

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Reynolds, R.G., “The Impact of Raiding on Settlement Patterns in the Northern Valley of Oaxaca: An Approach Using Decision Trees, Dynamics in Human and Primate Societies: Agent-Based Modelling of Social and Spatial Processes, T. Kohler and G. Gummerman, Editors, Oxford University Press, 1999, pp: 251-274.

 

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Reynolds, R.G., “An Overview of Cultural Algorithms”, New Ideas in Optimization, D. Corne, F. Glover, and M. Dorigo Ed., McGraw Hill Press, 1999, pp: 367-378.

 

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Reynolds, R. G., "Why Does Cultural Evolution Proceed at a Faster Rate Than Biological Evolution?", in Time, Process, and Structured Transformation in Archaeology, Sander van der Leeuw and James McGlade Editors, Routledge Press, New York, NY,  1997, pp. 269-282.

 

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Reynolds, R. G., "Introduction to Cultural Algorithms", in Proceedings of the Third Annual Conference on Evolutionary Programming, Anthony V. Sebald andLawrence J. Fogel, Editors, World Scientific Press, Singapore, 1994, pp.131-139.

 

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Reynolds, R. G., "Learning to Cooperate Using Cultural Algorithms", in Simulating Societies, Nigel Gilbert and J. Doran, Editors,  University College of London Press, 1994, pp. 223-244.

 

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Reynolds, R. G., "The Design of an Adaptive Expert Database Interface", in Relational Database Machine Architecture, A. K. Sood and A. H. Qureshi, Editors, Spring-Verlag Press, 1986.

 

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Reynolds, R. G., "An Adaptive Computer Model for the Evolution of Plant Collecting and Early Agriculture in the Eastern Valley of Oaxaca", in Guila Naquitz:  Archaic Foraging and Early Agriculture in Oaxaca, Mexico, K. V. Flannery, Editor, Academic Press, 1986. pp. 439-500. 

 

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Reynolds, R. G., "Multidimensional Scaling of Four Guila Naquitz Living Floors", in Guila  Naquitz:  Archaic Foraging and Early Agriculture in Oaxaca, Mexico,K. V. Flannery,  Editor,  Academic Press, 1986. pp: 385-424.

 

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Reynolds, R. G., "PARTIAL: A Software Tool for the Development of ADA Programs", in Empirical Foundations of Information and Software Science, J. Agrawal and P. Zunde, Editors, 1985. pp. 241-264.

 

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Reynolds, R. G., "The Application of a Double Dependence Markov Model to the Analysis of Settlement Patterns Along the Rio Grijalva", in The Early Mesoamerican Village,  K. V. Flannery, Editor,  Academic Press, 1976. pp. 180-191.

 

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2. Co-Authored:

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Kohler, T., Johnson, D., Kolm, K., and Varien, M., Ortman, S., Reynolds, R.G., Kobti, Z.,, “Settlement Ecodynamics in the Prehispanic Mesa Verde”, to appear in Sante Fe Workshop on Human Environment Interactions, Oxford University Press, 2005.

 

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Reynolds, R.G., Sverdlik, W. and Kala, E. , “The Power of Abstraction: Achieving Resilience in the Solution of Hierarchically Structured Problems Using Representation Shifts, Abisko Workshop on System Resilience, Ed. Van Der Leeuw, S., Kohler, T., and Read, D, Kluwer Academic Press, to appear, 2005.

 

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Lazar, A., and Reynolds, R.G., “Evolution-Based Learning of Ontological Knowledge for a Large-Scale Multi-Agent Simulation”,  Information Processing and Evolutionary Algorithms-From Industrial Applications to Academic Speculation, M. Grana, R.J. Duro, A.D. Aryou, and P.P Wang, eds, Berlin, Springer-Verlag, 2005.

 

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Reynolds, R.G., and Saleem, S., “The Impact of Environmental Dynamics on Cultural Emergence”, Perspectives on Adaptation in Natural and Artificial Systems: Essays in Honor of John Holland, L. Booker, S. Forrest, M. Mitchell, and R. Riolo, Eds., Oxford University Press, pp. 253-280, 2005.

 

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Ostrowski, D, and Reynolds, R. G.,  “Using Software Engineering Knowledge to Drive Genetic Program Design Using Cultural Algorithms: Exploiting the Synergy of Software Engineering Knowledge in Evolutionary Design”, in Advances in Genetic Programming, Editors: Rick Riolo and Bill Wurzel, Kluwer Academic Press, Boston, MA., 2003, pp: 63-80. 

 

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Lazar, A., and Reynolds, R. G., “Heuristic Knowledge Discovery for Archaeological Data Using Cultural Algorithms and Rough Sets”, Heuristics and Optimization for Knowledge Discovery”, R. Sarkar, H. Abbass, and C. Newton, Editors, Kluwer Academic Press, 2003.

 

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Reynolds, R.G., and C., "Function Optimization using Evolutionary Programming with Self-Adaptive Cultural Algorithms", in Lecture Notes on Artificial Intelligence, Springer-Verlag Press, 1997, pp. 184-198.

 

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Reynolds, R.G., and Chung, C., "A Cultural Algorithm to Evolve Multi-Agent Cooperation Using Cultural Algorithms", in Evolutionary Programming VI,   P. J. Angeline, R. G. Reynolds, J. R. McDonnell, and R. Eberhart, Editors, Springer-Verlag Press, New York, NY, 1997, pp. 323-334.

 

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Reynolds, R.G., and Nazzal, A. "Using Cultural Algorithms with Evolutionary Computing to Extract Site location Decisions From Spatio-Temporal Databases,  in Evolutionary Programming VI, P. J. Angeline, R. G. Reynolds, J. R. McDonnell, and R. Eberhart, Editors, Springer-Verlag Press, New York, NY, 1997, pp. 323-334.

 

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Reynolds, R. G., and Chung, C., "A Test Bed for Solving Optimization Problems Using Cultural Algorithms", in Evolutionary Programming V, John R. McDonnel, and Peter Angeline, Editors, A Bradford Book, MIT Press, Cambridge Massachusetts, 1996, pp. 225-236.

 

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Zannoni, E., and Reynolds, R. G., "Extracting Design Knowledge from Genetic Programs Using Cultural Algorithms",  in Evolutionary Programming V, Peter Angeline, Editor, A Bradford Book, MIT Press, Cambridge Massachusetts, 1996, pp. 217-224.

 

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Reynolds, R.G., Michalewicz Z., and Cavaretta M. J., "Using Cultural Algorithms for Constraint Handling in Genocop", in Evolutionary Programming IV, J. R. McDonnell, R.G. Reynolds, and David B. Fogel, Editors, a Bradford Book, MIT Press, Cambridge, Massachusetts, 1995.

 

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Reynolds, R. G., and Zannoni, E., "Software Metrics", in Encyclopedia of Microcomputers, A. Kent and J. G. Williams, Editors, Marcel Dekker Inc., New York, 1995, Vol. 16, pp. 111-126.

 

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Reynolds, R. G., and Zannoni, E., "Software Metrics",  in Encyclopedia of Software Engineering, J. J. Marciniak, Editor,  McGraw-Hill, 1994, pp. 676-685

 

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Reynolds, R.G., and Maletic J. I., "The Evolution of Cooperate using Cultural Algorithms", in  Proceedings of the Third Annual Conference on Evolutionary Programming,  Anthony V. Sebald and Lawrence J. Fogel, Editors, World Scientific Press,  Singapore, 1994, pp.141-149.

 

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Reynolds R. G., Zannoni, E., and Posner, R. M., "Learning to Understand Software using Cultural Algorithms", in Proceedings of the Third Annual Conference on Evolutionary Programming, Anthony V. Sebald and Lawrence J.Fogel, Editors, World Scientific Press, Singapore, 1994, pp.150-157.

 

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Reynolds, R. G. , Brown, W., and Abinoja, E., "Guiding Parallel Bidirectional Search with Cultural Algorithms, in Proceedings of the Third Annual Conference on Evolutionary Programming, Anthony V. Sebald and Lawrence J.Fogel, Editors, World Scientific Press, Singapore, 1994, pp.167-174.      

 

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Reynolds, R. G., et. al. "Modeling the Evolution of Southwestern CulturalSystems",  in  The Origin and Evolution of Prehistoric Southwestern Society, School  of American Research, 1992.

 

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Reynolds, R. G., and Maletic, J., "Operationalizing Software Reuse as a Problem in        Machine Learning", in  Automating Software Design,  G. Johnson, Editor, USC/ISI Technical Publications, RS-91-237, 1991.

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Reynolds, R. G. and  Zeigler, B.,  "Modeling Alternative Structures for Time Critical Corporate Adaptations", in Real-Time Control of Large Scale Systems, Tsafestas, Editor, Lecture Notes on Information and Control, Springer-Verlag, 1984.

 

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Reynolds, R. G. and  Zeigler, B.,"Information Processing Models for Hunter-Gatherer Decision Making", in Mathematical Models of Cultural Change, Colin Renfrew and Kenneth Cooke, Editors, Academic Press, December 1978. pp. 485-418.

 

 

C. EDITORSHIPS:

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Reynolds, R.G., Co-Editor, IEEE Proceedings of the 2003 Congress on Evolutionary Computation, with Rahul Tikar, and Bob McKay, 2003.

 

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Reynolds, R.G., Co-editor, Tools for Artificial Intelligence 1997 Proceedings, with              Phillip Sheu, IEEE Press.

 

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Reynolds, R.G., Co-Editor, Evolution Programming VI, with Peter Angeline, Russ Eberhart, and  John McDonnell, Springer-Verlag Press, 1997.

 

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Reynolds, R.G., Co-Editor, Evolution Programming IV, with John R. McDonnell, and David B. Fogel, Bradford Books, MIT Press, Cambridge Massachusetts, 1995.

 

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Reynolds, R. G., Guest Editor, "Special Issue on the Use of Evolution-Based Approaches in Software Engineering", International Journal of Software  Engineering and Knowledge Engineering, June, 1995.

 

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Reynolds, R. G., Guest Editor of, "The Evolution of Commercial  AI Tools: The First Decade", invited paper by Frederick Hayes-Roth, International Journal on Artificial Intelligence Tools, Vol. 2, No. 1, pp.  1-13,1993.

 

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Reynolds, R. G, Guest Editor, Special issue on the Acquisition of Software Engineering Knowledge, in International Journal of Software Engineering and Knowledge Engineering,  Vol.  1, No. 4, December, 1991.

 

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D. JOURNAL ARTICLES PUBLISHED:

1. Refereed Journals:

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Reynolds, R.G., Kobti, Z., Kohler, T., and Yap, L., “Unraveling Ancient Mysteries: Re-imagining the Past Using Evolutionary Computation in a Computer Gaming Environment”, accepted for publication pending, IEEE Transactions on Evolutionary Computation, to appear 2005.

 

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Kohler, T., Gummerman, G., and Reynolds, R. G., “Virtual Archaeology”, Scientific American, vol. 293, no. 1, pp: 76-84, July, 2005.

 

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Kent V. Flannery, Andrew K. Balkansky, Gary M. Feinman, David C. Grove, Joyce Marcus, Elsa M. Redmond, Robert G. Reynolds, Robert J. Sharer, Charles S. Spencer, and Jason Yaeger,  “Implications of New Petrographic Analysis for the Olmec “Mother Culture” Model”, in Proceedings of the National Academy of Sciences, vol. 102, no. 32, pp:11219-11223, August 8, 2005.

 

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Rychtyckyj, N. and Reynolds, R.G., “Using Cultural Algorithms to Re-Engineer Large-Scale Semantic Networks, International Journal of Software Engineering and Knowledge Engineering, to appear, 2005.

 

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Reynolds, R. G., and Peng, B., “Knowledge Learning and Social Swarms in Cultural Algorithms”, Journal of Mathematical Sociology, London, Routledge, Vol. 29: pp. 1-18, 2005.

 

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Reynolds, R. G., Lu, S., Liu, D., Fotouhi, F.*, Dong, M., Aristar, A., Ratliff, M., Nathan, G.,Tan, J., and Powell, R., "Language Engineering For The Semantic Web: A Digital Library For Endangered Languages", International Journal of Information Research, 2005, Vol. 9, No. 3, 2004.

 

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Reynolds, R.G., and Kobti, Z., and Kohler, T., “The Effects of Generalized Reciprocal Exchange on the Resilience of Social Networks: An Example From the Prehistoric Mesa Verde Region”, Journal of Computational and Mathematical and Organization Theory, Kluwer Academic Publishers, 2004, pp: 229-254.

 

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Jin, X. and Reynolds, R. G., “Regional Schemata for Real-Valued Constrained Function Optimization Using Cultural Algorithms, Journal of Natural Computing, T. Back, Editor,  2002.

 

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Reynolds, R.G., Goodhall, S.,and Whallon, R., “Transmission of Cultural Traits by Emulation: An Agent Based Model of Group Foraging Behavior”, Journal of Memetics, Vol. 4, Issue 2, March, 2001.

 

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Reynolds, R.G., Fogel, D., and Rizki, M., “Memorial Tribute to Michael Conrad”, IEEE Transactions on Evolutionary Computation, Vol. 5, No. 1, February, 2001, pp. 1-2.

 

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Reynolds, R. G., and Zhu, Shinin, “Fuzzy Cultural Algorithms with Evolutionary Programming for Real-Valued Function Optimization”, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 31, No. 1, February, 2001, pp. 1-18.

 

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Reynolds, R. G., and Jin, X., “Using Knowledge-Based Systems with Hierarchical Architectture to Guide the Search of Evolutionary Computation”, International Journal of Artificial Intelligence Tools, April, 2000.

 

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Reynolds, R. G., and Chung, Chan-Jin*, “Knowledge-Based Self-Adaptation in  Evolutionary Search”, International Journal of Pattern Recognition and Artificial Intelligence, Vol. 14, No. 1, 2000.

 

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Reynolds, R.G., and Chung, Chan Jin*, "CAEP: An Evolution-Based Tool for real-Valued Function Optimization Using Cultural Algorithms", International Journal on Artificial Intelligence Tools, Vol. 7, No. 3, September, 1998, pp. 239-293.

 

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Reynolds, R. G., and Sternberg, Michael*, "Using Cultural Algorithms to Support the Re-Engineering of Rule-Based Expert Systems in Dynamic Performance Environments: A Fraud Detection Example",  IEEE Transactions on Evolutionary Computation, Vol.1, No. 4, November, 1997, pp. 225-243.

 

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Reynolds, R. G., and Zannoni, E.*, "Learning to Control the Program Evolution Process in Genetic Programming Systems Using Cultural Algorithms", Journal of Evolutionary Computation, Vol. 5, No. 2, October, 1997, pp. 181-211.

 

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Reynolds, R. G., "Evolution-Based Approaches to Software Engineering: An Introduction", International Journal of Software Engineering and Knowledge Engineering, Vol. 5, No.2, June, 1995, pp. 161-164.

 

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Reynolds, R.G., and Sverdlik, W., "An Evolution-Based Approach to Program               Understanding Using Cultural Algorithms",  International Journal of Software                Engineering and Knowledge Engineering, Vol. 5, No.2, June, 1995, pp. 211-226.

 

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Reynolds, R. G., and Maletic, J., "The Use of Version Space Controlled Genetic Algorithms to Solve the Boole Problem" International Journal on Artificial Intelligence Tools, Vol. 2, No. 2, June, 1993, pp. 219-234.

 

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Reynolds, R. G.,  Maletic, J., and Porvin, S., "Stepwise Refinement and Problem Solving",  IEEE Software, September 1992, pp. 79 -88.

 

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Reynolds, R. G., and Zannoni, E., "Extracting Procedural Knowledge From Software Systems Using Inductive Learning in the PM System"  International Journal on Artificial Intelligence Tools, vol. 1, No. 3, 1992, pp. 351-367.

 

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Reynolds, R. G., "Introduction to the Special issue on the Acquisition of Software Engineering Knowledge", International Journal of Software Engineering and Knowledge Engineering, Vol. 1, No. 4, December 1991, pp. 327-329.

 

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Reynolds, R. G.,  Esteva, J. C., "Learning to Recognize Reusable Software by Induction",  International Journal of Software Engineering and Knowledge Engineering, vol. 1, No. 3, 1991, pp. 271-292.

 

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Reynolds, R. G., Maletic, J., and Porvin, S., "PM:  A System to Support the Automatic Acquisition of Programming Knowledge",  IEEE Transactions on Knowledge  Engineering and Data Engineering,  Vol. 2 , No.  3, September 1990, pp. 273-282.

 

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Reynolds, R. G., Maletic, J., and Porvin, S., "The Acquisition of Software Engineering Knowledge using the PM System",  International Journal of Engineering Applications  of Artificial Intelligence, April 1990, pp. 111-120.

 

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Reynolds, R. G., and Savatsky, K.*,  "A Computer Model of the Evolution of Cooperation",  Biosystems,  Vol. 23, 1989, pp. 261-279.

 

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Reynolds, R. G., "The Partial  Metrics System:  A Tool to Support the Metrics-Driven Design of Pseudo Code Programs", Journal of Systems and Software, Vol. 9, No. 2, 1989.

 

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Reynolds, R. G., "The Partial Metrics System:  Modeling the Stepwise Refinement Process Using Partial Metrics", Communications of the ACM, Vol. 30, No. 11, 1987, pp. 956-963.

 

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Reynolds, R. G., "A Metrics-Based Model for Reasoning About Pseudo Code Design",  Journal of Information and Software Technology, Vol. 29, No. 9, 1987, pp. 497-502.

 

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Reynolds, R. G., "A Production Systems Model of Hunter-Gatherer Resource Scheduling Adaptations",  European Journal of Operations Research, Volume 30, No. 3, June, 1987.

 

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Reynolds, R. G., "PMS:  An Inference System to Monitor the Stepwise Refinement         of ADA Pseudo Code", IEEE-Expert, Vol. 2, no. 4, Winter 1986, pp. 43-49.

 

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Reynolds, R. G. and Zeigler, B. P.*, "A Hierarchical Information Processing Model for Adaptation to Technological Change",  Systems Research, Vol. 2,No. 4, 1985, pp. 309-318.

 

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Reynolds, R. G., "A Research Tool for Tracking the Stepwise Refinement of ADA Programs", Software Engineering Notes, Vol. 10, No. 3, July 1985. pp. 76-94.

 

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Reynolds, R. G., " A Computational Model of Hierarchical Decision Systems", Journal of  Anthropological Archaeology, Academic Press, Vol. 3, September, 1984.  pp. 159-189.

 

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Reynolds, R. G. and G. Cichanowski, "Metrics for the Comparison of Parallel Programs and Their Design Methodologies", Information Processing and Management, Vol. 19, no. 1, 1984. pp. 317-332.

 

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Reynolds, R. G., Metrics to Measure the Complexity of Partial Programs", Journal of Systems and Software, Vol. 4, No. 1 1984. pp. 75-91.

 

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Reynolds, R. G., "On Modeling the Evolution of Hunter-Gatherer Decision-Making Systems",  Geographical Analysis, Vol. X, No. 1, January, 1978. pp.31-46.

 

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Reynolds, R. G. and S. I. Outcalt, "The Double-Dependence Markov Chain as an Analog to the Auto Correlation Function For a Temporal Series - or Weather Wine and Tree Rings",  Geographical Analysis, Vol. VII. April 1975. pp. 205- 212.

 

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Reynolds, R. G., "The Application of the Log-Linear Model to the Analysis of Spatial Data",  Geographical Analysis, Vol. VI, April 1974. pp. 179-186.

 

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E. PAPERS PUBLISHED IN CONFERENCE PROCEEDINGS:

1. Refereed Papers:

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Reynolds, R. G., Kobti, Z. and Kohler, T., "Learning in Dynamic Multi-Layered Social Networks: A Mesa Verde Example", in Proceedings of Geo-Computation 2005, Ann Arbor Michigan, August 1-3, 2005.

 

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Reynolds, R.G., Kohler, T., and Kobti, Z.*, The Emergence of Complex Hierarchical Hub Social Networks in the Mesa Verde Village Simulation Using Cultural Learning”, in Proceedings of 2005 AAAI FLAIRS Conference, May15-17, 2005, Clearwater Beach, Florida.

 

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Reynolds, R.G., and Peng, B., “Cultural Algorithms: Modeling How Cultures Learn to Solve Problems”, IEEE International Conference on Tools with Artificial Intelligence, Boca Raton, FL, November 15-17, 2004, pp. 166-173.

 

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Reynolds, R.G., Kobti, Z., and Kohler, T., “The Emergence of Social Complexity in Mesa Verde Using Cultural Learning in the Presence of Balanced and reciprocal Exchange Networks”, Argonne Laboratory Conference on Social Dynamics, Interaction, Reflexivity, and Emergence, Chicago, IL, October 7-9, 2004.

 

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Reynolds, R. G., and Ostrowski, D.*, “Using Cultural Algorithms to Evolve Strategies for Recessionary Markets”, in Proceedings of IEEE International Congress on Evolutionary Computation, Portland, OR, June 19-24, 2004, pp: 1780-1785.

 

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Reynolds, R. G., Kobti, Z. , and Kohler, T., “The Effect of Culture on the Resilience of Social Systems in the Village Multi-Agent Simulation”, in Proceedings of IEEE International Congress on Evolutionary Computation, Portland, OR, June 19, 24, 2004, pp: 1743-1750.

 

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Reynolds, R. G., and Brewster, J.*, “Alternative Fuel Adoption”, in Proceedings of IEEE International Congress on Evolutionary Computation, Portland, OR, June 19, 24, 2004, pp: 2364-2371.

 

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Reynolds, R. G., and Peng, B.*, “Knowledge Learning in Dynamic Environments”, in Proceedings of IEEE International Congress on Evolutionary Computation, Portland, OR, June 19, 24, 2004, 1751-1758.

 

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Reynolds, R. G., and Peng, B.*, “The Role of Culture in the Emergence of Decision-Making Roles: An Example Using Cultural Algorithms”, to appear in Proceedings of NECSI International Conference on Complex Systems, Boston MA.,  May 16-21, 2004.

 

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Reynolds, R. G., and Peng, B.*, “Cultural Algorithms: Computational Modeling of How Cultures learn to Solve Problems “, Seventeenth European Meeting on Cybernetics and Systems Research, Vienna, Austria, April13-16, 2004.

 

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W. Grosky, F. Fotouhi, A. Aristar, S. Lu, M. Dong and R. Reynolds, “ A Digital Library for Endangered Languages,” Extended Abstract, Proceedings of Nara Symposium For Digital Silk Roads, December 2003, Nara, Japan, pp. 22-24.

 

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Reynolds, R.G.*, Stefan, J., Fotouhi F., Lu S., Dong, M., and Aristar, T., “Evolution-Based Approaches to the Preservation of Endangered Natural Languages”, Proceedings 2003 IEEE Proceedings of Congress on Evolutionary Computation, Canberra, Australia, December 8-12, 2003.

 

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Reynolds, R. G., Peng, B.*, and Brewster, J., “Cultural Swarms”, Proceedings 2003 IEEE Proceedings of Congress on Evolutionary Computation, Canberra, Australia, December 8-12, 2003.

 

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Reynolds, R. G., Peng, B.*, and Brewster, J., “Cultural Swarms II: Virtual Algorithm Emergence”, Proceedings 2003 IEEE Proceedings of Congress on Evolutionary Computation, Canberra, Australia, December 8-12, 2003.

 

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Reynolds, R.G., Kobti, Z.*, and Kohler, T., “A Multi-Agent Simulation Using Cultural Algorithms: The Effect of Culture on the Resilience of Social Systems”, Proceedings 2003 IEEE Proceedings of Congress on Evolutionary Computation, Canberra, Australia, December 8-12, 2003.

 

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Reynolds, R. G., Peng, B.*, and Brewster, J., “Cultural Swarms: Knowledge-Driven Problem Solving in Social Systems”, Proceedings IEEE Conference on Systems, Man, and Cybernetics, Washington, D.C., October 5-9, 2003.

 

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Reynolds, R. G.*, Stefan, J., “Web Services, Web Search, and Cultural Algorithms”, Proceedings 2003 IEEE Conference on Systems, Man, and Cybernetics, Washington, D.C., October 5-9, 2003.

 

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Reynolds, R.G., Kobti, Z.*, and Kohler, T., “Finding the Center Place: A Multi-Agent Simulation of the Emergence of Social Networks in the Mesa Verde Region Using Cultural Algorithms”, Proceedings of AGENTS 2003 Conference, Chicago, Illinois, October 3-4, 2003.

 

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Reynolds, R.G., and Kim, S.*, “The Relative Impact of Craft Production, Trade, and Warfare on the Formation of the Archaic State “ , The Korean Society for Simulation Spring Conference, College of Engineering, Hannam University, Daejon, South Korea, June 21, 2003.

 

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Reynolds, R.G., and Kobti, Z., and Kohler, T., “The Effects of Generalized Reciprocal Exchange on the Resilience of Social Networks”, 2nd North American Conference on Agent Computation and Organization (NACDOS), Carnegie-Mellon University, Pittsburgh, PA., June 22-26, 2003.

 

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Reynolds, R. G. and Kobti, Z.*,  "A Multi-Agent Simulation Using Cultural Algorithms: The Effect of Culture on the Resilience of Social Systems", Sante Fe Institute Workshop on Human Environmental Interaction, May 15-18, 2003.

 

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Reynolds, R. G.,  and Ostrowski, D. A., *, “Using Software Engineering Knowledge to Drive genetic Programming Design using Cultural Algorithms”, University of Michigan Complex Systems Workshop on Genetic Programming, Ann Arbor, Michigan, May 15-17, 2003.

 

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Reynolds, R., Ostrowski, D., Rychtyckyj*, N.,and Schleis, G., “Using Cultural Algorithms in Industry”, Proceedings of IEEE Swarm Intelligence Symposium, Indianapolis Indiana, April 24-26, 2003.

 

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Reynolds, R.G.*, Brewster, J., and Iacoban, R., “Cultural Swarms: Modeling the Impact of Culture on Social Interaction and Problem Solving”, IEEE Swarm Intelligence Symposium, Indianapolis Indiana, April 24-26, 2003, pp: 205-209.

 

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Reynolds, R. G.*, Brewster, J., and Iacoban, R., “Cultural Swarms: Assessing the Impact of Culture on Social Interaction and Problem Solving”, IEEE Swarm Intelligence Symposium, Indianapolis Indiana, April 24-26, 2003, pp: 210-219.

 

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Reynolds, R.G., “Predicting the Past Using Multi-Agent Models of Cultural Evolution”, Midwest Sociological Society, Chicago, IL., April 16-19, 2003.

 

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Reynolds, R. G., and Kobti Z.*, "The Effect of Environmental Variability on the Resilience of Social Networks: An Example Using the Mesa Verde Peublo Culture", Society for American Archaeology, 68th Annual Meeting, April 9-13, 2003.

 

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Reynolds, R.G.,  Goodhall, S. J., and Whallon, R*, “Simulation of Economic Sharing in Pre- or Proto-Cultural Foraging Groups”, Society for American Archaeology 68th Annual Meeting, Milwaukee, Wisconsin, April 9-13, 2003.

 

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Reynolds, R. G., “Agent-Based Simulation of the Evolution of Archaic States”, The Second UCLA Lake Arrowhead Conference on Complex Human Complex Systems, March 19-23, 2003.

 

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Reynolds, R., and Jin, X.*,”Data Mining Using Cultural Algorithms and Regional Schemata”, ICTAI 2002, Washington, D.C., November 2-5, 2002.

 

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Reynolds, R., Goodhall, S.J.*, and Whallon, R, The Impact of Resource Allocation Strategies on Pre-Hominid Group Survival”, Proceedings of the Agent 2002 Conference on Social Agents: Ecology, Exchange, and Evolution, Chicago, Illinois, October 11-12, 2002, p:247-264.

 

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Reynolds, R.G.*, Lazar, A., and Kim, S., “The Agent-Based Simulation of the Evolution of Archaic States”, ”, Proceedings of the Agent 2002 Conference on Social Agents: Ecology, Exchange, and Evolution, Chicago, Illinois, October 11-12, 2002, p:265-282.

 

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Reynolds, R., Tassier, T., Everson, M., and Ostrowski, D.*, Using Cultural Algorithms to Evolve Strategies in Agent-Based Models”, Proceedings of World Congress on Computational Intelligence, May 12-19, 2002, Honolulu, Hawaii.

 

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Reynolds, R., Brockmeyer, M., and Brewster, J.*, “Not in My Backyard: A Simulation of the Effects of Agent Mobility on Environmental Poisoning”, Proceedings of World Congress on Computational Intelligence, May 12-19, 2002, Honolulu, Hawaii.

 

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Reynolds, R., Rychtyckyj,N.*,”Knowledge base Maintenance Using Cultural Algorithms: Application to the DLMS Manufacturing Process System”, Proceedings of World Congress on Computational Intelligence, May 12-19, 2002, Honolulu, Hawaii.

 

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Reynolds, R., and Lazar, A.*,”Simulating the Evolution of the Archaic State”, Proceedings of World Congress on Computational Intelligence, May 12-19, 2002, Honolulu, Hawaii.

 

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Reynolds, R. G. *, Whallon, R., and Goodhall, S. “The Impact of Resource Access on Learning by Emulation in Hunter-Gatherer Foraging Systems: A Multi-Agent Model”, Proceedings of World Congress on Computational Intelligence, May 12-19, 2002, Honolulu, Hawaii.

 

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Reynolds, R., and Lazar, A.*, “A Computational Framework for Modeling the Dynamic Evolution of Large-Scale Multi-Agent Organizations” Proceedings SPIE Conference on Enabling Technologies for Simulation Science, April 1-5, 2002.

 

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Reynolds, R. and Lazar, A.*, “Evolution-Based Learning of Ontological Knowledge for a Large-Scale Multi-Agent Simulation”, Proceedings of 4th International Workshop on Frontiers in Evolutionary Computation, Duke University, March 11-13, 2002.

 

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Reynolds, R.G., “Knowledge Swarms and Cultural Evolution”, Proceedings of American Anthropological Association Annual Meeting, November 28-31, 2001, Washington, D.C.

 

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Reynolds, R.G., and Rychtyckyj, N.*, “Bottom-Up Re-Engineering of Semantic Networks using Cultural Algorithms”, Proceedings of GECCO 2001, San Francisco, California, July 7-11, 2001.

 

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Reynolds, R.G., and Saleem, S.*, “Function Optimization with Cultural Algorithms in Dynamic Environments, IEEE Proceedings of the Particle Swarm Optimization Workshop, Indianapolis, Indiana, April 6-7, 2001, pp: 63-79.

 

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Reynolds, R.G.*, Goodhall, S., Whallon, R., “Modeling Imitative Learning in a Multi-Agent System Using Cultural Algorithms and Swarm”, Proceedings of Agent Simulation 2000: Applications, Models, and Tools”, Chicago, Illinois, October 5-7, 2000.

 

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Reynolds, R.G., Goodhall, S., Whallon, R., “Transmission of Cultural Traits by Emulation”, Proceedings of  the Symposium on Modeling and Simulating of Cultural Transmission and Change, Sienna, Italy, September 2-4, 2000

 

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Reynolds, R.G., and Rychtyckyj, N.*, “Assessing the performance of Cultural Algorithms for Semantic Network Re-engineering”, Proceedings of the Congress on Evolutionary Computation, San Diego, California, July 16-19, 2000, Vol. 2, pp: 1482-1491.

 

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Reynolds, R.G., and Jin, X.*, “Mining Knowledge in Large-Scale Databases Using Cultural Algorithms with constraint handling Mechanisms”, Proceedings of the Congress on Evolutionary Computation, San Diego, California, July 16-19, 2000, Vol. 2, pp: 1498-1506.

 

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Reynolds, R.G., and Saleem, S.*, “Cultural Algorithms in Dynamic Environments”, Proceedings of the Congress on Evolutionary Computation, San Diego, California, July 16-19, 2000, Vol. 2, pp: 1513-1520.

 

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Reynolds, R.G., and Jin, X.*, “Using Knowledge-Based System with a Hierarchical Architecture to guide the Search of Evolutionary Computation”,  Proceedings of the Eleventh IEEE Conference Tools with Artificial Intelligence, Chicago, Il, Nov. 10-12, 1999.

 

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Reynolds, R.G., and Jin, X.*, “Solving Constrained Real-Valued Function Optimization Problems using a Cultural Algorithm”,  Proceedings ANNIE 1999, St. Louis, Mo., Nov. 7-9, 1999.

 

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Reynolds, R.G., and Rychtyckyj, N.*, “Using Cultural Algorithms to Improve Performance in Semantic Networks”, in Proceedings 1999 IEEE Congress on Evolutionary Computation, Washington, D. C., July 6-9, 1999, pp. 1651-1656.

 

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Reynolds, R.G., and Ostrowski, D.*, “Knowledge-Based Software Testing Agent Using Evolutionary Learning with Cultural Algorithms”, in Proceedings 1999 IEEE Congress on Evolutionary Computation, Washington, D. C., July 6-9, 1999, pp. 1657-1663.

 

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Reynolds, R.G., and Cowan, G.*, “The Metrics Apprentice: Using Cultural Algorithms to Formulate Quality Metrics for Software Systems”, in Proceedings 1999 IEEE Congress on Evolutionary Computation, Washington, D. C., July 6-9, 1999, pp. 1664-1671.

 

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Reynolds, R.G., and Jin, X.*, “Using Knowledge-Based Evolutionary Computation to Solve Non-Linear Optimization Problems: A Cultural Algorithm Approach”, in Proceedings 1999 IEEE Congress on Evolutionary Computation, Washington, D. C., July 6-9, 1999, pp. 1672-1678.

 

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Reynolds, R.G., and Cowan, G.*, “Learning to Assess the Quality of Genetic Programs Using Cultural Algorithms”, in Proceedings 1999 IEEE Congress on Evolutionary Computation, Washington, D. C., July 6-9, 1999, pp. 1679-1686.

 

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Reynolds, R. G., “On the Evolution of Schemata for Function Optimization”,  in Holland Fest: New Directions in Evolutionary Computation Inspired by the Work of John Holland, Ann Arbor, Michigan, May 16-18, 1999

 

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Reynolds, R.G., and Chung, Chan-Jin, “A Knowledge-Based Approach to Self-Adaptation in Evolutionary Search Using Cultural Algorithms”, in Proceedings of the 12th International FLAIRS Conference, Orlando, Florida, May 3-6, 1999.

 

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Reynolds, R.G., and Cowan, G*, “Evolving Distributed Software Engineering Environments”, in Proceedings 17th IEEE Symposium on Reliable Distributed Systems, West Lafayette, Indiana, October 20-23, 1998, pp: 151-160.

 

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Reynolds, R.G., and Zhu, S., “The Impact of Fuzzy Knowledge Representation on Problem Solving in Fuzzy Cultural Algorithms with Evolutionary Programming”, Proceedings of Genetic Programming Conference, Madison, Wisconsin, July 22-25,1998, Morgan Kaufmann Press.

 

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Reynolds, R.G., and Zhu, S., “The Design of Fully Fuzzy Cultural Algorithms with Evolutionary Programming for Real-Valued Function Optimization”, Proceedings of Genetic Programming Conference, Madison, Wisconsin, July 22-25, 1998, Morgan Kaufmann Press.

 

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Reynolds, R.G., and Al-Shehri, H., “Data Mining of Large-Scale Spatio-                 Temporal Databases Using Cultural Algorithms”, Proceedings of 1998 IEEE      World Congress on Computational Intelligence, Anchorage, Alaska, May 4-9, 1998.

 

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Reynolds, R.G., and Rychtychyj, N.*, “Learning to Re-Engineer Semantic Networks Using Cultural Algorithms”, Proceedings of Seventh Annual Conference on Evolutionary Programming, San Diego, California, March 26-29, 1998.

 

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Reynolds, R.G., and Ostrowski, D*., “Developing Software Engineering                         Environments for Genetic Programming Systems Using Cultural Algorithms”,               Proceedings of Seventh Annual Conference on Evolutionary Programming, San             Diego, California, March 26-29, 1998.

 

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Reynolds, R.G., and Chung, C*., “Culturing Evolution Startegies to Support the             Exploration of Novel Environments by an Intelligent Robotic Agent”, Proceedings of Seventh Annual Conference on Evolutionary Programming, San Diego,  California, March 26-29, 1998.

 

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Reynolds, R.G., and Zhu, S.*., “Fuzzy Cultural Algorithms with Evolutionary                Programming”, Proceedings of Seventh Annual Conference on Evolutionary                  Programming, San Diego, California, March 26-29, 1998.

 

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Reynolds, R.G., and Chung, Chan Jin, "Knowledge-Based Self Adaptation in                 Evolutionary Search", Proceedings of 1997  IEEE International Conference on Artificial Intelligence Tools, Newport Beach, November 4-7, 1997.

 

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Reynolds, R.G., and Al-Shehri, H., “The Use of Cultural Algorithms with Evolutionary Programming to Control the Data Mining of Large-Scale Spatio-Temporal Databases”, 1997 IEEE International Conference on Systems, man, and          Cybernetics, Orlando, Florida, October 15, 1997

 

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Reynolds, R. G., and Chung, Chan Jin, "The Importance of Functional Complexity in Regulating the Amount of Information Required to Guide Self-Adaptation in Cultural Algorithms, Proceedings 1997 International Conference on  Genetic Algorithms, East Lansing, Michigan, July, 1997, pp. 401-408.

 

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Reynolds, R.G., Chung, Chan Jin, "Knowledge-Based Self-Adaptation in Evolutionary Programming Using Cultural Algorithms", Proceedings of 1997 IEEE International Conference on Evolutionary Computation, Indianapolis, Indiana, April, 1997, pp. 71-76.

 

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Reynolds, R. G., and Chung, Chan-Jin, "A Cultural Algorithm Framework for Evolving Multi-Agent Cooperation Using Evolutionary Programming", Proceedings of International Conference on Evolutionary Programming, Indianapolis, Indiana, 1997, pp. 323-334.

 

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Reynolds, R. G., and Nazzal, Ayman, "Using Cultural Algorithms with Evolutionary Computing to Extract Site Location Decisions from Spatio-Temporal Databases", Proceedings of International Conference on Evolutionary Programming, Indianapolis, Indiana, 1997, pp. 443-456.

 

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Reynolds, R.G., and Zannoni, E., "Evolving Software Design Methodologies in Automatic Programming Systems Using Cultural Algorithms", Proceedings of Second World Congress on Integrated Design and Process Technology",  Austin Texas, December 1-4, 1996.

 

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Reynolds, R. G., and Chung, Chan-Jin, "Function Optimization Using Evolutionary Programming with Self-Adaptive Cultural Algorithms, Proceedings of First Asian-Pacific Conference on Simulated Evolution and  Learning, Taejon, Korea, November 8 -12, 1996.

 

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Reynolds, R.G. and Chung Chan-Jin, "The Use of Cultural Algorithms to Evolve Multi-agent Cooperation", Proceedings of  1996 World Cup Soccer Tournament, Taejon, Korea, November 8 -12, 1996 .

 

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Reynolds, R. G., and Chung, Chan-Jin, "The Use of Cultural Algorithms to Support Self-Adaptation in Evolutionary Programming", Proceedings of 1996 Adaptive Distributive Parallel Computing Symposium, Dayton, Ohio, August 8-9, 1996, pp. 260-271.

 

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Reynolds, R.G., Chung, Chan Jin, "A Self-Adaptive Approach to Representation Shifts in Cultural Algorithms", Proceedings of 1996 IEEE International Conference on Evolutionary Computation, May 20-22, Nagoya, Japan, pp. 94-99.

 

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Reynolds, R. G., and Chung, Chan Jin, "A Test Bed for Solving Optimization Problems Using Cultural Algorithms", Proceedings of Fifth Annual Conference on Evolutionary Programming, February 29-March 2, 1996, San Diego, California.

 

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Reynolds, R. G., and Zannoni, Elena, "Extracting Design Knowledge from Genetic Programs Using Cultural Algorithms", Proceedings of Fifth Annual Conference on Evolutionary Programming, February 29-March 2, 1996, San Diego, California.

 

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Reynolds, R. G., Rolnick, S. R., "Learning the Parameters for a Gradient-Based Approach to Image Segmentation from the Results of a Region Growing Approach Using Cultural Algorithms", 1995 IEEE International Conference on Evolutionary Computation, November 29-December 1, 1995, Perth, Australia, pp. 1135-1143.

 

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Reynolds, R. G., Rolnick, S. R.,  "Learning the Parameters to a Gradient-Based Approach to Image Segmentation Using Cultural Algorithms", Proceedings International Symposium on  Intelligence in Neural and Biological Systems, May 29-31, 1995, Herndon, Virginia, pp. 240-247.

 

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Reynolds, R.G., "Solving Design Problems Using Cultural Algorithms", Proceedings of the Eighth Florida Artificial Intelligence Research Symposium, April 27-29, 1995, Melbourne, Florida, pp. 279-283.

 

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Reynolds, R. G., and Maletic, J.I*, "A Tool to Support Knowledge-Based Software Maintenance: The Software Service Bay, Proceedings of the 6th International Conference on Tools With Artificial Intelligence, November 6-9, 1994, New Orleans, Louisiana, pp. 11-17.

 

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Reynolds, R. G., Sverdlik, W., "Problem Solving Using Cultural Algorithms",  Proceedings of 1st IEEE World Congress on Computational Intelligence, June 26- July 2, 1994, Orlando, Florida, pp. 1004-1008.

 

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Reynolds, R. G., and Zannoni, E., "Learning to Understand Software From Examples using Cultural Algorithms", Proceedings of the 6th International Conference on Software Engineering and Knowledge Engineering, Riga, Latvia, June 21-23, 1994, pp. 188-192.

 

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Reynolds, R. G., Cavaretta, M., "Discovering Search Heuristics for Concept Learning Using Version Space Guided Genetic Algorithms", Proceedings of  Florida Artificial Intelligence Research Symposium, Pennsacola, Florida, May 5-7, 1994, pp. 183-192.

 

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Reynolds, R. G., "An Introduction to Cultural Algorithms", Proceedings of the               Third Annual Conference on Evolutionary Programming, February 24-26, 1994,             San Diego, California, pp. 131-139.

 

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Reynolds, R. G., Maletic, J., "Learning to Cooperate Using Cultural Algorithms",          Proceedings of the Third Annual Conference on Evolutionary Programming,                  February 24-26, 1994, San Diego, California, pp. 140-149.

 

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Reynolds, R. G., Brown W., Abinoja, E., "Guiding Parallel Bidirectional Search Using Cultural Algorithms", Proceedings of the Third Annual Conference on          Evolutionary Programming, February 24-26, 1994, San Diego, California, pp. 167- 174.

 

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Reynolds, R.G., Zannoni, E., Posner, R., "Learning to Understand Software Using Cultural Algorithms",Proceedings of the Third Annual Conference on Evolutionary Programming, February 24-26, 1994, San Diego, California, pp. 150-157.

 

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Reynolds, R. G., and Sverdlik, W., "Incorporating Domain Specific Knowledge into Version Space Search",  Proceedings of the Second World Congress on Expert Systems, Lisbon, Portugal, January  10-14, 1994.

 

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Reynolds, R. G., and *Sverdlik, W., "Scaling Up Version Spaces by Using Domain        Specific Algorithms", Fifth International Conference on Tools for Artificial Intelligence, November 8-11, 1993, pp. 216-223.

 

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Reynolds, R. G., and Maletic, J. I., "Metrics to Assess Programming Language Support for the Stepwise Refinement Process", Proceedings of 5th International Conference on Software Engineering and Knowledge Engineering, San Francisco,  California, June 17-19, 1993, pp. 150-157.

 

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Reynolds, R. G.,  and Sverdlik, W., "Learning the Behavior of Boolean Circuits From  Examples Using Cultural Algorithms",  Proceedings of Second Adaptive and Learning Systems  Conference, SPIE International Symposium  on Aerospace and Remote Sensing, Orlando, Florida,  April 12-16, 1993, 177-188.

 

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Reynolds, R. G.,  and Ghezevat, H., "The Inductive Learning of Software Metrics From  Examples, Proceedings of the Fifth  Annual Oregon Workshop on Software Metrics,  Silver Falls, Oregon, March 21-23, 1993, pp. 110- 118.

 

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Reynolds, R. G., and Sverdlik, W., "Solving Problems in Hierarchical Systems Using Cultural Algorithms",  Proceedings of Second Annual Conference on Evolutionary Programming, La Jolla, California, February 27 - 29, 1993, pp. 144-153.

 

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Reynolds, R. G. and *Sverdlik, W., "Dynamic Version Spaces in Machine Learning",  Proceedings of 1992 IEEE Conference on Tools for Artificial Intelligence,  Arlington, Virginia, November 10-13, 1992.

 

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Reynolds, R. G., Maletic J. I., and Zannoni, E., "The Acquisition and Management of  Reusable Software  in the PM System", Proceedings of the First International Conference on Information and Knowledge Management, Baltimore, Maryland, November 8-10,  1992, pp. 209-213.

 

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Reynolds, R. G., Maletic, J. I., Zannoni, E., and Cowan, G., "Software Reuse in  the PM System", in Proceedings of 5th Annual Workshop on Software Reuse, Palo Alto,  California, October 26-29, 1992.

 

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Reynolds, R. G., Maletic, J. I,, Zannoni, E., "Operationalizing Software Reuse as a Problem in  Machine Learning", in Proceeding of the 5th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, June 9-12, 1992,  Paderborn, Germany, Lecture Notes in Artificial Intelligence, No. 604, Springer-Verlag Press, Berlin, 1992, pp. 143-153.

 

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Reynolds, R. G., Maletic J. I., and Zannoni, E, "Extracting Procedural Knowledge from Software Systems Using Inductive Learning Techniques", in Proceedings of the 4th International Conference on Software Engineering and Knowledge Engineering, Capri,  Italy, Jun. 15-20, 1992, IEEE Computer Society Press, Los Alamitos, CA, 1992, pp.  131-139.

 

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Reynolds, R. G., *Sverdlik, W., and Zannoni, E, "HYBAL: A Self-Tutoring Algorithm for Concept Learning in Highly Autonomous Systems", in Proceedings of 3rd Conference on Artificial Intelligence, Simulation and Planning in High Autonomy Systems, Perth,  Australia, July 8-10, 1992, IEEE Computer Society Press, Los Alamitos, CA, 1992,  pp. 15-22.

 

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Reynolds, R. G., "Position Statement on the Future of Software Reuse", in Proceedings of the 4th International Conference on Computers and Information, Toronto, Canada, May 25-27, 1992, IEEE Computer Society Press, Los Alamitos, CA, 1992, pp. xvi.

 

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Reynolds, R. G., and Zannoni, E, "Why Cultural Evolution Can Proceed Faster than Biological Evolution", in Proceeding of International Symposium on Simulating Societies, Surrey, England, April 2-3, 1992, pp. 81-93.

 

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Reynolds, R. G., Maletic, J. I,, Zannoni, E., "Operationalizing Software Reuse as a          Problem in Machine Learning, Proceeding of Florida AI Research Symposium (FLAIRS), Fort Lauderdale, Florida, April 7-10, 1992, pp. 190-194.

 

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Reynolds, R. G., Chang, S., and Maletic, J. I., "The Use of Version Space Controlled Genetic Algorithms to Solve the Boole Problem", Proceedings of the Third International Conference on Tools for AI, San Jose, CA, Nov. 12-15, 1991, pp. 14-21.

 

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Reynolds, R. G., and Maletic, J. I. "The PM System: An Approach to Operationalizing Software Reuse as a Problem in Machine Learning", Proceedings of AAAI Workshop on Automating Software Design, Anaheim, California, July 15, 1991., pp. 136-143.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S. "Decoding the Stepwise Refinement Process:  Stepwise Refinement as a Problem Solving Activity". Third International Conference on Software Engineering and Knowledge Engineering, Skokie, Illinois, June 22-24, 1991,  pp. 108-113.

 

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Reynolds, R. G., "Autonomous Learning Elements: Their Design and Application", in IEEE Proceedings of Second Annual Conference on AI, Simulation and Planning in High Autonomy Systems, Cocoa Beach, Florida,  April 1-2, 1991, pp. 6-14.

 

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Reynolds, R. G., and Maletic, J. I., "Software Reuse as a Problem in Machine Learning".  Proceedings of Fourth Florida Artificial Intelligence Research Symposium, Cocoa Beach,  Florida, April 2-5, 1991, pp. 155-159.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S., "An Object-Oriented Approach to the Acquisition of Software Engineering Knowledge", ACM National  Conference, San  Antonio, March 5-7, 1991, pp. 78-84.

 

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Reynolds, R. G., and Porvin S.*, "Divide and Conquer as a Paradigm for Program Implementation",  An Empirical Assessment, ACM National Conference, San Antonio,  March 5-7, 1991, pp. 618-632.

 

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Reynolds, R. G., "The Control of Genetic Algorithms Using Version Spaces", Proceedings of Second IEEE International Conference on Tools for AI, Washington D.C., Nov. 5-8,  1990, pp. 485-493.

 

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Reynolds, R. G., "Search Hypothesis Spaces Using Genetic Algorithms", Selected Papers of 5th  International Symposium on Methodologies for Intelligent Systems, Knoxville,  Tennessee, October 24-27, 1990, pp. 191-202.

 

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Reynolds, R. G. and Esteva, J. C., "Recognition of Structurally Reusable Software Modules by Induction",  in Proceedings of the Second International Conference on  Knowledge Engineering and Software, Skokie, IL, June 21-23, 1990, pp.19-25.

 

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Reynolds, R. G., and Esteva, J. C., "Learning to Recognize Reusable Software by Induction in the PM System",  in Proceedings of 8th Annual SPIE Conference on the Applications of Artificial Intelligence, Orlando, Florida, April 17-19, 1990, pp. 664-670.

 

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Reynolds, R. G., and Maletic, J. I., "The Use of Refinement Metrics to Assess Programming Language Support for the Stepwise Refinement Process", in Proceedings of 1990 ACM 18th Annual Computer Science Conference, Washington, D.C., Feb. 21-23, 1990, pp.  82-88.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S., "PM:  A Metrics Driven Plan Compiler for  Ada", in Proceedings of Fifth Annual Conference on Artificial Intelligence and Ada,  Nov. 16-17, 1989.  Washington D.C., pp. 149-160.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S., "PM:  A Metrics-Driven Plan Compiler",  in  Proceedings of the First  IEEE International Conference on Tools for Artificial  Intelligence, October 23-25, 1989. Fairfax, Virginia, pp. 677-684.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S. "PM:  A Metrics-Driven Approach to  the Automatic Acquisition of Software Engineering Knowledge", Proceedings of the Workshop on Automating Software Design, IJCAI-89, Detroit,  Michigan, August 21, 1989, pp. 223-232.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S., "A Metrics-Driven Approach to the Acquisition of Software Design Knowledge", in Proceedings of the Workshop on Knowledge Acquisition, IJCAI-89, Detroit, Michigan, August 22, 1989, pp. 141-144.

 

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Reynolds, R. G., "The Metrics-Driven Generation of Program Refinement Plans for Code Modules",  Proceedings of 1st International Conference on Knowledge Engineering and Software Engineering, Skokie, Illinois, June 15-16, 1989.  pp. 25-30.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S., "PM:  A Metrics-Based Plan Compiler",  Proceedings of AAAI Workshop on AI and Software Engineering, University of Exeter,  UK., April 12-14, 1989, pp. 32-35.

 

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Reynolds, R. G., "A Metrics-Driven Approach to the Automatic Acquisition of Software Engineering  Knowledge", in Proceedings of 1988 AAAI Workshop on Automated Software Design, St. Paul, Minnesota, August 26, 1988, pp. 121-123.

 

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Reynolds, R. G., "Automated Program Development using Metric Information", IEEE Software Design Metrics Workshop, Melbourne, FL., March 14-16, 1988, pp. 22-27.

 

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Reynolds, R. G., "Metrics-driven Acquisition of Software Engineering Knowledge", Proceedings of the 6th Symposium on Empirical Foundations of Information and Software Science., Atlanta, Georgia, Oct. 19-21, 1988, pp. 60-72.

 

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Reynolds, R. G., "The Application of Classifier Systems to the Acquisition of Software Engineering Knowledge",  Proceedings of the 1st International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems.  University of Tennessee Space Institute, Tullahoma, Tennessee.  June 1-3, 1988, pp. 201-211.

 

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Reynolds, R. G., "Metrics-Based Reasoning about Pseudo Code Design in the Partial Metrics System", Proceedings of the ESD/SMI Conference on Expert Systems, Dearborn, MI June 7-11, 1987, pp. 119-128.

 

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Reynolds, R. G., "A Heuristic Basis for the Origins of Agriculture", Proceedings of 1986 IFAC Workshop on the Modeling of Decision-Making Systems, Beijing, China, August, 1986, pp. 47-54.

 

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Reynolds, R. G., "A Metrics-Based System to Monitor the Stepwise Refinement of Program  Modules", Proceedings of the Fourth Conference on Intelligent Systems and Machines,  Oakland University, April 29-30, 1986, pp. 148-160.

 

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Reynolds, R. G. and Azar G., "An Adaptive Interface for Intelligent Information Retrieval", Proceedings of the Fourth Conferences on Intelligent Systems and Machines. Oakland University, Rochester, Michigan, April 29-30, 1986, pp. 101-110.

 

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Reynolds, R. G. and Esteva, J.*, "A Real-Time Knowledge-Based Expert System for Diagnostic Problem Solving", Proceedings of Third SPIE Conference on Applications of Artificial Intelligence, Orlando, Florida, April 1-3, 1986, pp. 224-232.

 

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Reynolds, R. G. and Roberts, D., "PARTIAL:  A Tool to Support the Metrics Driven Design of ADA Programs", Proceeding 1986 ACM 14th Annual Computer Science Conference, Cincinnati, Ohio, February 4-6, 1986,  pp. 213-220.

 

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Reynolds, R. G., "The Design of an Adaptive Expert Database Interface", Proceedings of NATO Workshop on the Design of Relational Database Machine Architecture, Les Arcs , France, July 15-26, 1985, pp. 557-572.

 

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Reynolds, R. G. and Zeigler, B. P.*, "Towards a Theory of Adaptive Computer Architecture", in Proceedings of IEEE 5th International Conference on Distributed Computing Systems, Denver, Colorado, May 13-17,1985, pp. 212-224.

 

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Reynolds, R. G., "The Use of Expert Systems in Archaeology", in Proceedings of International Union of Pre- and Proto-Historical Sciences, Denver, Colorado, April 29 - May 1, 1985, pp. 55-66.

 

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Reynolds, R. G. and Cichanowski G. "Distributed Algorithms for On-Line Bin Packing", Proceedings of 1984 Conference on Intelligent Systems and Machines, Oakland University, Rochester, Michigan, April 24, 1984, pp. 110-121.

 

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Reynolds, R. G. and Cichanowski G., "A Parallel Algorithm for On-Line Bin Packing", Proceedings, SIAM 1983 Fall Meeting, Norfolk, Virginia, November 3 -7, 1983, pp. 88-96.

 

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Reynolds, R. G. and Zargham M. R., "Fault Dominance in Reliability Petri Nets", Proceedings of Second International Symposium on Applied Simulation and Modeling, San Francisco, May 16-18, 1983, pp. 142-151.

 

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Reynolds, R. G. and Zargham M. R., "Reliability Petri Nets:  Models for Fault Detection in Systems Using Expert Information", Proceedings of First Conference on Artificial Intelligence, Oakland University, April 26, 1983, pp. 477-492.

 

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Reynolds, R. G., "Metrics to Assess the Structural Complexity of Parallel Programs", Symposium on Empirical Foundations of Software Science, Atlanta, Georgia, November 3-5, 1982, pp. 188-200.

 

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Reynolds, R. G. and Chang T. L., "The PAL System:  A Parallel Algorithm Design System for VLSI Based Architectures", Proceedings 10th International IMACS Conference, Montreal, Canada, August 8-13, 1982, pp. 314-319.

 

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Reynolds, R. G., " A Computer Simulation of the Development of Incipient Agriculture in the Valley of Oaxaca, Mexico", in Proceedings 10th International Conference on Pre- and Proto-Historical Sciences, Mexico City, Mexico, October 19-24, 1981, pp. 202-216.

 

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Reynolds, R. G., Fisher P. D.,  and Bridge C., "Asynchronous Arithmetic Algorithms for Data-Driven Machines", presented at the 5th Symposium on Computer Arithmetic, Ann Arbor, Michigan,  April 16-21, 1981 pp. 88-95.

 

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F. BOOK REVIEWS PUBLISHED:

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 Reynolds, R.G., “ A Review of Evolutionary Computation: The Fossil Record, David Fogel, Editor, Biosystems , 2000.

 

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Reynolds, R.G., "A Review of Evolutionary Computation: Towards a New Philosophy of Machine Intelligence by David Fogel",  Biosystems , 1997, pp. 277 - 279.

 

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 Reynolds, R. G.,  "A Review of Sauer and Chandy's Book, Computer System's Performance Modeling",  IEEE-Computer, Vol. 15, May 1982, pp. 157-158.

 

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Reynolds, R. G., "A Review of Cliff and Ord's, Spatial Auto correlation", Geographical  Analysis, Vol. VI, January 1974, pp. 100-104.

 

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GPAPERS PRESENTED:

1. Talks given Dr. Reynolds for invited and/or Refereed  Papers Internationally or Nationally (abstract published):

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Reynolds, R.G., and Whallon, R., “Using Cultural Algorithms to Model Social Evolution”, 2005 Society of American Archaeology Annual Meeting, Salt Lake City, Utah, March 30-April 3.

 

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Reynolds, R.G., Scheer, H., and Whallon, R., “Agent-Based Modeling of Early Hominid Decision-Making”, 2005 Society of American Archaeology Annual Meeting, Salt Lake City, Utah, March 30-April 3.

 

 

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Reynolds, R.G., “The Village Project: Modeling the Ancient Anazazi Using Cultural Algorithms”, Workshop on the Village Project, Anazazi Heritage Center, Cortez, CO, October 22, 2004.

 

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Reynolds, R.G., Kobti Z., and Kohler, T., “ Modeling the Emergence of Social Complexity in Mesa Verde Using Cultural Algorithms”, Santa Fe Institute Workshop on the Emergence of Social Complexity, Santa Fe , NM, October 24-27, 2004.

 

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Reynolds, R. G., Kobti, Z. , and Kohler, T., “Agent-Based Modeling of Cultural Change in Swarm Using Cultural Algorithms”, in Proceedings of SWARMFEST 2004, University of Michigan, Ann Arbor, May 9-11, 2004.

 

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Reynolds, R.G., and Kobti, Z.*, Learning in Dynamic Multi-Layered Social Networks” in Proceedings of 2004 Annual Meeting of the Society for American Archaeology, Montreal, Canada, March 31- April 4, 2004.

 

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Reynolds, R.G.*, and Scheer, H., and Whallon, R., “Agent-based Modeling of Economic Sharing in Pre- or Proto-Cultural Foraging Groups “in Proceedings of 2004 Annual Meeting of the Society for American Archaeology, Montreal, Canada, March 31- April 4, 2004.

 

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Reynolds, R.G., and Ostrowski, D.*, “Using Cultural Algorithms to Evolve Strategies for Recessionary Markets”, Society for Industrial and Applied Mathematics Conference on Agent based Modeling and Simulation, November 3-6, 2003, Minneapolis, Minnesota.

 

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Reynolds, R.G., and Stefan, J., “Evolution-Based Approaches to the Preservation Endangered Natural Languages”, Workshop on Digital Libraries for Cultural Preservation, Wayne State University, Detroit, Michigan, October 27, 2003.

 

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Reynolds, R. G., Peng, Bin, and Brewster, Jon, “The Impact of Culture on Social Interaction and Problem Solving: Cultural Swarms”, NAACDOS 2003, June 20-22, 2003, Pittsburgh, Pennsylvania.

 

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Reynolds, R.G., Kobti Z., and Kohler, T., “Agent-Based Approaches to Modeling the Ancient Anazazi Using Cultural Algorithms”, NAACDOS 2003, June 20-22, 2003, Pittsburgh, Pennsylvania.

 

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Reynolds, R., and Lazar, A.*, “A Computational Framework for Modeling the Dynamic Evolution of Large-Scale Multi-Agent Organizations” Proceedings SPIE Conference on Enabling Technologies for Simulation Science, April 1-5, 2002.

 

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Reynolds, R. and Lazar, A.*, “Evolution-Based Learning of Ontological Knowledge for a Large-Scale Multi-Agent Simulation”, Proceedings of 4th International Workshop on Frontiers in Evolutionary Computation, Duke University, March 11-13, 2002.

 

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Reynolds, R.G., “Knowledge Swarms and Cultural Evolution”, Proceedings of American Anthropological Association Annual Meeting, November 28-31, 2001, Washington, D.C.

 

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Reynolds, R.G., and Saleem, S.*, “Cultural and Social Evolution in Dynamic Environments”, CASOS 2001, Carnegie-Mellon University, July 5-7, 2001.

 

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Reynolds, R.G., and Saleem, S.*, “Knowledge-Based Function Optimization in Dynamic Environments Using Cultural Algorithms”, 2001 International Conference on Artificial Intelligence, Las Vegas, Nevada, June 25-28, 2001.

 

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Reynolds, R.G., and Saleem, S.*, Workshop on Emergence, Transformation, and Decay in Socio-Natural Systems, Abisko, Sweden, May 19-23, 2001.

 

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Reynolds, R.G., “Learning in Large-Scale Multi-Agent Systems”, Santa Fe Institute Workshop on Modeling Human Environmental Interaction, Santa Fe, New Mexico, December 7-9, 2000.

 

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Reynolds, R.G., “Approaches to Modeling Large-Scale Multi-Agent Systems using Cultural Algorithms”, Workshop on Intelligent Multi-Agent Systems, University of Sienna, Sienna, Italy, September 4-6, 2000.

 

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Reynolds, R. G., “On the Evolution of Schemata for Function Optimization”, Holland Fest 1999: New Directions in Evolutionary Computation Inspired by the Work of John Holland, Ann Arbor, Michigan, May 8-11, 1999

 

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Reynolds, R.G., and Chung, Chan-Jin, “A Knowledge-Based Approach to Self-Adaptation in Evolutionary Search Using Cultural Algorithms”, 12th International FLAIRS Conference, Orlando, Florida, May 3-6, 1999.

 

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Reynolds, R. G., “The Impact of Raiding on Settlement Patterns in the Northern Valley of Oaxaca: An Approach Using Decision Trees”, Santa Fe Institute Conference on Modeling the Dynamics of Agent Interaction in Small-Scale Societies, Sante Fe, New Mexico, September 14-17, 1998.

 

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Reynolds, R. G., "Intelligent Agent Modeling with Cultural Algorithms", presented at Sante Fe Institute Workshop on Intelligent Agent Modeling and the Simulation of Social Evolution, December 4-7, 1997.

 

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Reynolds, R.G., "Using Cultural Algorithms to Simulate Cultural Change in the Valley of Oaxaca, Mexico", Special Session on Computational Models of Social Systems, American Association of Anthropology Annual Meeting, Washington, D. C., 1997.

 

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Reynolds, R. G., "Cultural Algorithms", invited talk, UCLA Workshop on Computational Models of Social Systems: A Symposium in honor of Marvin Minsky, UCLA, February 29-March 2, 1997.

 

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Reynolds, R.G., and Zannoni, E., "Evolving Software Design Methodologies in              Automatic Programming Systems Using Cultural Algorithms", Second World                 Congress on Integrated Design and Process Technology",  Austin Texas,                        December 1-4, 1996.

 

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Reynolds, R. G., and Chung, Chan-Jin, "Function Optimization Using Evolutionary Programming with Self-Adaptive Cultural Algorithms, First Asian-Pacific Conference on Simulated Evolution and Learning, Taejon, Korea, November 8 -12, 1996.

 

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Reynolds, R.G. and Chung Chan-Jin, "The Use of Cultural Algorithms to Evolve            Multiagent Cooperation", 1996 World Cup Soccer Tournament, Taejon, Korea,             November 8 -12, 1996 .

 

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Reynolds, R. G., and Chung, Chan Jin, "The Use of Cultural Algorithms to Support Self-Adaptation in Evolutionary Programming",1996 Adaptive Distributive Parallel Computing Symposium, Dayton, Ohio, August 8-9, 1996, pp.260-271.

 

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Reynolds, R.G., "Modeling the Evolution of Social Complexity in the Valley of Oaxaca Using Cultural Algorithms", Simulating Societies 1995, Boca Raton, Florida, Sept. 15-17, 1995.

 

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Reynolds, R. G., Rolnick, S. R.,  "Learning the Parameters to a Gradient-Based Approach to Image Segmentation Using Cultural Algorithms", International Symposium on  Intelligence in Neural and Biological Systems, May  29-31, 1995, Herndon, Virginia, pp. 240-247.

 

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Reynolds, R.G., "Solving Design Problems Using Cultural Algorithms", Eighth Florida Artificial Intelligence Research Symposium, April 27-29, 1995, Melbourne, Florida, pp. 279-283.

 

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Reynolds, R. G., and Maletic, J. I., "An Adaptive Approach to Manufacturing Optimization Using Cultural Algorithms: A Float Glass Example", Workshop on Artificial Intelligence in Automation, New Orleans, Louisiana, November 6, 1994.

 

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Reynolds, R. G., and Sverdlik, W., "Learning the Behavior of Boolean Circuits From  Examples Using Cultural Algorithms",  Second Adaptive and Learning Systems Conference, SPIE International Symposium  on Aerospace and Remote Sensing, Orlando, Florida,  April 12-16, 1993.

 

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Reynolds, R. G., and Ghezevat, H., "The Inductive Learning of Software Metrics From  Examples,  Fifth   Annual Oregon Workshop on Software Metrics,  Silver Falls, Oregon, March 21-23, 1993.

 

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Reynolds, R. G., Maletic J. I., and Zannoni, E., "The Acquisition and Management of  Reusable Software  in the PM System", First International Conference on Information and Knowledge Management, Baltimore, Maryland, November 8-10, 1992.

 

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Reynolds, R. G., Maletic, J. I,, Zannoni, E., "Operationalizing Software Reuse as a Problem in  Machine Learning",  5th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, June 9-12, 1992, Paderborn, Germany.

 

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Reynolds, R. G., and Zannoni, E., "Why Cultural Evolution Can Proceed Faster than Biological Evolution", International Symposium on Simulating Societies, Surrey, England, April 2-3, 1992.

 

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Reynolds, R. G., and Maletic, J. I., "The PM System: An Approach to Operationalizing Software Reuse as a Problem in Machine Learning", AAAI Workshop on Automating Software Design, Anaheim, California, July 15, 1991.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S. "Decoding the Stepwise Refinement Process:  Stepwise Refinement as a Problem Solving Activity".  Third International Conference on Software Engineering and Knowledge Engineering, Skokie, Illinois, June 22-24, 1991.

 

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Reynolds, R. G., and Maletic, J. I., "Software Reuse as a Problem in Machine Learning". Fourth Florida Artificial Intelligence Research Symposium, Cocoa Beach,  Florida, April 2-5, 1991.

 

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Reynolds, R. G., and Porvin S.*, "Divide and Conquer as a Paradigm for Program Implementation: An Empirical Assessment", ACM National Conference, San Antonio,  March 5-7, 1991.

 

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Reynolds, R. G., "Search Hypothesis Spaces Using Genetic Algorithms",  5th International Symposium on Methodologies for Intelligent Systems, Knoxville, Tennessee, October 24-27, 1990.

 

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Reynolds, R. G., and Esteva, J. C., "Learning to Recognize Reusable Software by Induction in the PM System", 8th Annual SPIE Conference on the Applications of Artificial Intelligence, Orlando, Florida, April 17-19, 1990.

 

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Reynolds, R. G. and Maletic, J. I., "The Use of Refinement Metrics to Assess Programming Language Support for the Stepwise Refinement Process",  ACM 18th Annual Computer Science Conference, Washington, D.C.,  Feb. 21-23, 1990.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S., "PM:  A Metrics Driven Plan Compiler for  ADA", Fifth Annual Conference on Artificial Intelligence and ADA, Nov. 16-17, 1989.  Washington, D. C.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S., "PM:  A Metrics-Driven Plan Compiler", First  IEEE International  Conference on Tools for Artificial Intelligence, October 23-25, 1989. Fairfax, Virginia.

 

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Reynolds, R. G., Maletic, J. I., and Porvin, S. "PM:  A Metrics-Driven Approach to the Automatic Acquisition of Software Engineering Knowledge", Workshop on Automating Software Design, IJCAI-89, Detroit, Michigan, August 21, 1989, pp.223-232.

 

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Reynolds, R. G., Maletic, J. I.,  and Porvin, S., "PM:  A Metrics-Based Plan Compiler",  AAAI Workshop on AI and Software Engineering, University of Exeter,  U.K., April 12-14, 1989.

 

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Reynolds, R. G., "A Metrics-Driven Approach to the Automatic Acquisition of Software Engineering Knowledge", AAAI Workshop on Automated Software Design, St. Paul, Minnesota, August 26, 1988.

 

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Reynolds, R. G., "Automated Program Development using Metric Information", IEEE Software Design Metrics Workshop, Melbourne, FL., March 14-16, 1988.

 

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Reynolds, R. G., "Metrics-driven Acquisition of Software Engineering Knowledge", 6th Symposium on Empirical Foundations of Information and Software Science., Atlanta, Georgia, Oct. 19-21, 1988.

 

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Reynolds, R. G., "The Application of Classifier Systems to the Acquisition of Software Engineering Knowledge", 1st International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems.  University of Tennessee Space Institute, Tullahoma, Tennessee.  June 1-3, 1988.

 

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Reynolds, R. G., "Metrics-Based Reasoning about Pseudocode Design in the Partial Metrics System", ESD/SMI Conference on Expert Systems, Dearborn, MI June 7-11, 1987.

 

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Reynolds, R. G., "A Heuristic Basis for the Origins of Agriculture", IFAC Workshop on the Modeling of Decision-Making Systems, Beijing, China, August, 1986.

 

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Reynolds, R. G., "A Metrics-Based System to Monitor the Stepwise Refinement of Program  Modules",  Fourth Conference on Intelligent Systems and Machines, Oakland University, April 29-30, 1986.

 

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Reynolds, R. G. and Azar, G., "An Adaptive Interface for Intelligent Information Retrieval", Fourth Conferences on Intelligent Systems and Machines. Oakland University, Rochester, Michigan, April 29-30, 1986.

 

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Reynolds, R. G. and Esteva, J. C.*, "A Real-Time Knowledge-Based Expert System for Diagnostic Problem Solving", Third SPIE Conference on Applications of Artificial Intelligence, Orlando, Florida, April 1-3.

 

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Reynolds, R. G. and Roberts, D., "PARTIAL:  A Tool to Support the Metrics Driven Design of Ada Programs",  ACM 14th Annual Computer Science Conference, Cincinnati, Ohio, February 4-6, 1986.

 

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Reynolds, R. G., "The Design of an Adaptive Expert Database Interface", NATO Workshop on the Design of Relational Database Machine Architectures, Les Arcs , France, July 15-26, 1985.

 

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Reynolds, R. G., "The Use of Expert Systems in Archaeology", International Union of Pre- and Proto-Historical Sciences, Denver, Colorado, April 29 - May 1,1985, pp. 55-66.

 

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Reynolds, R. G. and Cichanowski, G. "Distributed Algorithms for On-Line Bin Packing", Conference on Intelligent Systems and Machines, Oakland University, Rochester, Michigan, April 24, 1984.

 

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Reynolds, R. G. and Cichanowski G., "A Parallel Algorithm for On-Line Bin Packing", SIAM 1983 Fall Meeting, Norfolk, Virginia, November 3 - 7, 1983.

 

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Reynolds, R. G., "Metrics to Assess the Structural Complexity of Parallel Programs", Symposium on Empirical Foundations of Software Science, Atlanta, Georgia, November 3-5, 1982, pp.188-200.

 

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Reynolds, R. G. and Chang,T. L., "The PAL System:  A  Parallel Algorithm Design     System for VLSI Based Architectures", Proceedings 10th International IMACS Conference, Montreal, Canada, August 8-13, 1982, pp. 314-319.

 

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H. INVITED SEMINARS OR LECTURES PRESENTED:

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“Approaches to Modeling: A Grand Tour”, to be presented at SFI Workshop on “The Cycles of Social and Environmental Complexity in Lowland Latin America”, Florianopolis, Santa Catarina, Brazil, May 24-28, 2005.

 

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“Tutorial On Cultural Algorithms”, to be presented at IEEE Symposium of Swarm Intelligence, Palo Alto, CA, June 8-10, 2005..

 

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“Agent-based Modeling of the Emergence of Social Complexity in the Mesa Verde region Using Cultural Algorithms”, University of Michigan, Museum of Anthropology Brown bag seminar Series, February 17, 2005.

 

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 “Simulating the  Impact of Cultural Adaptation on the Resilience of Social Systems to Environmental Change: The Anazazi Example”, Department of Computer Science Seminar, Wayne State University, September 30, 2003.

 

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“Modeling the Emergence of the Archaic State in the Valley of Oaxaca Using Cultural Algorithms”, Museum of Anthropology, University of Michigan, Ann Arbor, Michigan, September 25, 2003.

 

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A Multi-Agent Simulation Using Cultural Algorithms: The Effects of Culture on the Resilience of Social Systems”, Complex Systems Research Group, University of Michigan, Ann Arbor, June 18, 2003.

 

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Cultural Algorithms: A Tutorial”, IEEE Swarm Intelligence Symposium, Indianapolis Indiana, April 24, 2003.

 

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Modeling Intelligent Multi-Agent Systems”, invited talks at (SCP 7400, and CSC 5830), Wayne State University, Feb. 25 and 27, 2003.

 

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“Computational Models of State Formation”, Dept. Of Anthropology Colloquium Series, Washington State University, Washington, December 6, 2002.

 

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“Multi-Agent Simulation of Hunter-Gatherer Behavior”, Museum of Anthropology, Quantitative Methods Seminar, University of Michigan, Ann Arbor, October, 2002.

 

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“Problem Solving with Cultural Algorithms”, Ford Motor Company, E-Tech Seminar series, June 12, 2002.

 

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“Cultural Algorithms: A Tutorial”, Reynolds, R.G., World Congress on Evolutionary Computation, Honolulu Hawaii, May 12, 2002. 

 

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“Assessing the Impact of Resource Access on Learning by Emulation in Hunter-Gatherer Foraging Systems: A Multi-Agent Model”, Dept. of Computer Science Colloqium Series, Wayne State University, April 9, 2002.

 

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“Cultural Algorithms and Modeling Evolution in Multi-Agent Systems, Ford Motor Company, Scientific Research Laboratory, March 13, 2002.

 

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“Using Decision Trees to Extract Warfare Rules in the Valley of Oaxaca, Mexico”, Museum of Anthropology, University of Michigan, Ann Arbor, October 28, 2001.

 

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“ Real-Valued Function Optimization Using Cultural Algorithms”, invited talk ACM Special Interest Group on Artificial Intelligence, May 12, 1999.

 

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“The Impact of Raiding on Setttlement Patterns in the Northern Valley of Oaxaca, Mexico, invited talk, Museum of Anthropology, University of Michigan, Ann Arbor, Michigan, March 11, 1999.

 

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“Learning to Learn: Using Cultural Algorithms to Guide Decision Tree Learning in a Large Scale Archaeological Data Base”, Department of Computer Science Seminar, Wayne State University, October 21, 1998.

 

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“Using Decision Trees to Recognize the Occurrence of Raiding in the Valley of Oaxaca”, Seminar on the Modeling of Long Term Social Processes, Sante Fe Institute, September 15-17, 1998.

 

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“Automatic Diagnosis Using Cultural Algorithms”, SAE Control Society Spring Conference, Session of Diagnostic Problem Solving, invited talk May 11, 1998.

 

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"A Comparison Between the Fisher Model and Cultural Algorithms", Royal                     University of Stockholm, Department of Computer Science, June 4, 1997.

 

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"Using Artificial Intelligence to Analyze Occupation Floor Remains in the Valley of Oaxaca, Mexico, University of Michigan, Museum of Anthropology Seminar January 23, 1997.

 

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 " Solving Real-Valued Optimization Problems Using Cultural Algorithms", Artificial Intelligence Group, Ford Motor Company, May 1, 1996.

 

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"A Test bed for Solving Optimization Problems using Cultural Algorithms", Department of Computer Science Professional Seminar Series, Wayne State University, February 14, 1996.

 

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"Culturing Genetic Algorithms", invited talk, Southeast Michigan ACM SIGART Chapter, October 19, 1995.

 

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"Cultural Algorithms and Their Applications", invited talk, Department of  Computer Science, Wayne State University, October 11, 1995.

 

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"Computer Modeling of Cultural Adaptations, invited talk, Museum of Anthropology, January 19, 1995.

 

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"The Use of Artificial Intelligence Techniques to Analyze Occupation Floors in Cueva Blanca, Mexico", invited talk, Museum of Anthropology, University of Michigan, November 10, 1994.

 

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"Future Trends in Software Quality", Professional Development Seminar, invited talk, Department of Computer Science, Wayne State University, September 15, 1993.

 

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"The Integration of AI, Database, and Software Engineering: Research Issues and Practical problems, panel chair, 5th International Conference on Tools for Artificial Intelligence, Cambridge, Massachusetts, November 8-11, 1993.

 

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 "Using Cultural Algorithms to Infer the Behavior of Boolean Circuits", invited talk, IEEE Computer Society, Southeastern Michigan Region, Spring Meeting, April 20, 1993.

 

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 "Future of Software Reuse", panel member, 4th International Conference on Computers and Information, Toronto, Canada, May 25-27, 1992.

 

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"Knowledge-Based Re Engineering of CVSP Software at Ford", invited talk, Ford Engineering Computer Center, November 3, 1992.

 

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 "Software Reusability: Issues in Real Time Control Systems", invited talk, Software Technology Forum, Ford Motor Company, October 23, 1992.

 

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 "Automating Software Reuse", invited talk, University of Western Ontario, Department of Computer Science, October 15, 1992.

 

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 "Cultural Algorithms", invited talk, Metropolitan Detroit Chapter of ACM Special Interest Group on Artificial Intelligence, October 1, 1992.

 

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"Extracting Procedural Knowledge from Software Systems Using Inductive Learning", invited talk, Dept. of Computer Science, Artificial Intelligence Seminar, Carnegie-Mellon University, April 28, 1992.

 

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 "Operationalizing Software Reuse as a Problem in Machine Learning", invited talk, Department Computer Science of Michigan State University, November 22, 1991.

 

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 "Modeling the Evolution of Cooperation", invited talk to Michigan Archaeological             Society, April 10, 1991.

 

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 "Darwinian Models of Cultural Evolution", invited talk, Dept. of Evolution and Human Behavior, Univ. of Michigan, November 29, 1990.

 

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 "UNIX and AI" at Computer Solutions Exp., Third Midwest UNIX Exposition, Sept. 4-6, 1990, Dearborn, Michigan.

 

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 "Reasoning About Program Design in Computer Aided Software Engineering Environments", Metropolitan Detroit Chapter of SIGART (ACM Special Interest Group on Artificial Intelligence), September 28, 1988.

 

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 ACM Chapter Professional Development Seminar Speaker, 1986-1987.

 

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 "Application of Artificial Intelligence Techniques to Software Engineering", Metropolitan Detroit Chapter of the ACM (Sept. 22, 1986).

 

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 "Expert Systems and Artificial Intelligence", ACM Professional Development Seminar, May 1986.

 

 

I. Other Scholarly Work:

1.  Professional Workshops Attended:

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University of Michigan/Sante Fe Institute Workshop on Emergence and Engineering in Complex Systems, University of Michigan, Ann Arbor, November 12-14, 2003.

 

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Workshop on Mobility in a Sustainable World: A Complex Systems Approach, University of Michigan, Ann Arbor, June 20-22, 2003.

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Sante Fe Workshop on Human Environmental Interaction, May 17-19, 2003.

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Abisko Scientific Research Station Workshop on “Emergence, Transformation, and Decay in Socio-Natural Systems, Sponsored by Swedish Research Council, Abisko, Sweden, May 19-23, 2001.

 

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Santa Fe Institute Workshop on “Modeling Human-Environmental Interaction”, Santa Fe, New Mexico, December 7-9, 2000.

 

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Santa Fe Institute Workshop on “Modeling the Emergence of Large-Scale Multi-Agent Systems, Charlotte, North Carolina, November 10-12, 1999.

 

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Santa Fe Institute Workshop and Conference on “Modeling the Dynamics of  Agent Interactions in Small-Scale Social Systems”, September 14-17, 1998.

 

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Sante Fe Institute Workshop on “Modeling Small-Scale Intelligent Agent Systems, Sante Fe, New Mexico, December 3-6, 1997.

 

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Cooperstown I Workshop on "Creating a National Vision and Force in Software Through Software Measurement", Cooperstown, New York, August 29- September 1, 1993.

 

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Workshop on Modeling Prehistoric Human Behavior, Cambridge Univ., England, December 10-14, 1990.

 

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Santa Fe Institute Workshop on Modeling the Evolution of Prehistoric Southwestern Societies, Santa Fe, New Mexico, Sept. 30 - Oct. 5, 1990.

 

 

2.  Reviewer:

2005

AI 2005 (6 papers).

FLAIRS 2005 (Machine Learning Special Track).

FIRA 2005.

IEEE Congress on Evolutionary Computation (6 papers).

IEEE Journal of Systems, Man, and Cybernetics (2 paper).

IEEE Transactions on Evolutionary Computation (3 papers).

IEEE Information Management and Reuse (6 papers).

Structure and Dynamics: eJournal of Anthropological and Related

Sciences (1 paper).

2004

FLAIRS 2004 (8 papers).

FLAIRS 2004 Machine Learning Special Track (4 papers)

AI 2004 Conference, (5 papers).

Journal of Computational Mathematical and Organization Theory (3 papers).

ICTAI 2004 (8 papers).

IEEE Conference on Evolutionary Computation (12 papers).

IEEE Transactions on Evolutionary Computation (10 papers).

IEEE Transactions on Knowledge Engineering and Software Engineering (1 paper).

IEEE Transactions on Systems, Man, and Cybernetics (1 paper).

International Journal of Artificial Intelligence Tools (2 papers).

National Science Foundation Panelist (3 proposals).

Journal of Anthropological Archaeology (3 papers).

Journal of Archaeological Science (1 paper).

Parallel Processing in Nature (PPSN) (6 papers).

2003

ACM Journal on Multimedia Systems: Special Issue on Multimedia Software Engineering (5 papers)

Foundations of Evolutionary Algorithms 2003 (1 paper)

Florida AI Research Conference 2003 (7 papers)

GECCO 2003 (4 papers) .

IEEE Transactions on Evolutionary Computation (8 papers)

IEEE Transactions on Software Engineering (2 paper)

IEEE Transactions on Evolutionary Computation (Special Issue on Particle Swarm

Optimization) 9 papers.

International Conference on Artificial Intelligence Tools, 2003 (8 papers).

Journal of Anthropological Archaeology (2 papers).

Journal of Soft Computing (3 papers).

NASA Panelist on Control Systems and Systems Integration, Modeling and Analysis (6 proposals).

National Science Foundation Proposal Review (2 proposals).

NSF New Investigators Award Panel Review (1 application).

 

2002

Foundations of Evolutionary Algorithms 2002 (3 papers).

Genetic and Evolutionary Computation Conference, GECCO 2002 (5 papers).

IEEE Transactions on Evolutionary Computation 2002 (11 papers).

Journal of Anthropological Archaeology 2002 (3 papers).

Parallel Processing in Nature (4 papers) 2002.

World International Congress on Computational Intelligence, 2002 ( 10 papers).

International Conference on Artificial Intelligence Tools, 2002, (4 papers).

Multimedia Software Engineering, 2002, (3 papers).

 

2001

2001 Congress on Evolutionary Computation (10 papers).

Foundation of Evolutionary Algorithms (4 papers).

GECCO 2001 (10 papers).

IEEE Transactions on Evolutionary Computation (4 papers).

IEEE Transactions on Knowledge Engineering and Data Engineering (30 papers).

IEEE Transactions on Systems, Man, and Cybernetics, Part B:.

Information Sciences: An International Journal (1 paper).

Parallel Processing in Nature ( 4 papers).

 

2000

2000 Congress on Evolutionary Computation

GECCO 2000.

IEEE Transactions on Evolutionary Computation

IEEE Transactions on Knowledge Engineering and Data Engineering

 

1999

Journal of Anthropological Archaeology

IEEE Computer

IEEE Software

IEEE Transactions on Evolutionary Computation

IEEE Transactions on Pattern Recognition and Machine Intelligence

IEEE International Congress on Evolutionary Computation

GECCO, Genetic and Evolutionary Computation Conference

International Journal of Artificial Intelligence Tools

 

1998

Journal of Anthropological Archaeology

Genetic Programming Conference

IEEE Computer

IEEE Software

IEEE Transactions on Evolutionary Computation

IEEE Transactions on Pattern Recognition and Machine Intelligence

IEEE International Conference on Artificial Intelligence Tools

International Conference on Computers and Information Systems

International Conference on Parallel Processing in Nature

International Conference on Evolutionary Computation

International Journal of Anthropological Archaeology

International Journal of Artificial Intelligence Tools

 

1997

Biosystems

IEEE Computer

IEEE Software

IEEE Transactions on Evolutionary Computation

IEEE Transactions on Knowledge Engineering and Data Engineering

IEEE Sixth Evolutionary Programming Conference

International Conference on Genetic Algorithms

International Journal of Software Engineering and Knowledge Engineering

 

1996

Bio-systems

COMPSAC 1996

Fourth Golden West Conference on Intelligent Systems

ICCI (International Conference on Computers and Information)

IEEE Fifth Evolutionary Programming Conference

IEEE Transactions on Knowledge and Data Engineering

IEEE Software

Information Sciences Journal

International Conference on Software Engineering and Knowledge Engineering

International Journal of Artificial Intelligence Tools

Michigan Academician

 

1995

ACM Annual Computer Science Conference

Bio-systems

Computational Intelligence

ICCI (International Conference on Computers and Information)

IEEE Fourth Conference on Evolutionary Computing

IEEE Software

IEEE Transactions on Knowledge and Data Engineering

IEEE Second International Conference on Evolutionary Computation

International Conference on Evolutionary Programming

International Conference on Software Engineering and Knowledge Engineering

International Journal of Artificial Intelligence Tools

 

1994

 ACM Annual Computer Science Conference, 1995

Bio-systems

International Journal of Mathematics and Statistics

International Journal of Modeling and Simulation

IEEE Expert

IEEE Software

IEEE 6th International Conference on Tools for AI

Evolutionary Programming Conference

International Conference on Intelligent Systems and Methodologies

6th International Conference on Software Engineering and Knowledge Engineering

IEEE Transactions on Neural Networks

Canadian National Software Engineering Research Council Proposals

International Journal of Tools for Artificial Intelligence

International Journal of Software Engineering and Knowledge Engineering

 

1993

ACM Annual Computer Science Conference, 1994

IEEE Expert

IEEE Software

IEEE Computer

IEEE 5th International Conference on Tools for AI

Evolutionary Programming 94

5th International Conference on Software Engineering and Knowledge Engineering

IEEE Transactions on Software Engineering

IEEE On-Line Encyclopedia

International Journal of Tools for Artificial Intelligence

International Journal of Software Engineering and Knowledge Engineering

International Journal of Software Engineering

Bio-systems

Journal of Anthropological Archaeology

 

1992

ACM Annual Computer Science Conference

IEEE Expert

IEEE Software

IEEE 4th International Conference on Tools for AI

Evolutionary Programming 94

4th International Conference on Software Engineering and Knowledge Engineering

IEEE Transactions on Software Engineering

International Journal of Tools for Artificial Intelligence

International Journal of Software Engineering and Knowledge Engineering

 

1991

ACM Annual Computer Science Conference

IEEE Expert

IEEE Software

IEEE Computer

IEEE 3rd International Conference on Tools for AI

3rd International Conference on Software Engineering and Knowledge Engineering

IEEE Transactions on Software Engineering

International Journal of Tools for Artificial Intelligence

International Journal of Software Engineering and Knowledge Engineering

   International Journal of Anthropological Archaeology

 

1990

ACM Annual Computer Science Conference

IEEE Expert

IEEE Software

IEEE 2nd International Conference on Tools for AI

2nd International Conference on Software Engineering and Knowledge Engineering

International Journal of Systems and Software

 

1989

ACM Annual Computer Science Conference

IEEE Expert

IEEE Software

IEEE 1st International Conference on Tools for AI

1st International Conference on Software Engineering and Knowledge Engineering

International Journal of Systems and Software

 

H. PUBLICATIONS AVAILABE ONLINE:

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Simulating Ancient Societies. ( PDF ).

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New Ideas in Optimization. David Corne, Marco Dorigo and Fred Glover, Editors. 1999. Chapter Twenty-Four; Cultural Algorithms: Theory and Applications, Robert G. Reynolds ( PDF )

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Reynolds, Robert G. An Introduction to Cultural Algorithms. Proceeding of the Third Annual Conference on Evolutionary Programming. 1994. ( PDF ).

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Reynolds, Robert G. Cultural Algorithms: A Tutorial. ( PDF PPT, PPS ).

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