|
| |
The * notation indicates first author status.
-
SCHOLARLY BOOKS PUBLISHED.
-
CHAPTERS PUBLISHED.
-
EDITORSHIPS
-
JOURNAL ARTICLES
PUBLISHED:
-
PAPERS
PUBLISHED IN CONFERENCE PROCEEDINGS:
- BOOK REVIEWS PUBLISHED.
- PAPERS PRESENTED
- INVITED SEMINARS OR LECTURES PRESENTED
- Other Scholarly Work:
- PUBLICATIONS AVAILABE ONLINE
A. SCHOLARLY BOOKS PUBLISHED:
1. Authored:
 |
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:
|
|
Excavations at San Jose Magote I: The Household Archaeology (Kent V.
Flannery, Joyce Marcus, with contributions by Robert G. Reynolds.
|
|
|
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.
|
|
|
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
|
|
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:
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R.G., “Software Design Metrics”, Encyclopedia of Software
Engineering: Second Edition, Ed. J. Marciniak, John Wiley and Sons Press,
2002.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
Top
2. Co-Authored:
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., and Zannoni, E., "Software Metrics", in Encyclopedia of
Software Engineering, J. J. Marciniak, Editor, McGraw-Hill, 1994, pp.
676-685
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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:
|
|
Reynolds, R.G., Co-Editor, IEEE Proceedings of the 2003 Congress on
Evolutionary Computation, with Rahul Tikar, and Bob McKay, 2003.
|
|
|
Reynolds, R.G., Co-editor, Tools for Artificial Intelligence 1997
Proceedings, with Phillip Sheu, IEEE Press.
|
|
|
Reynolds, R.G., Co-Editor, Evolution Programming VI, with Peter Angeline,
Russ Eberhart, and John McDonnell, Springer-Verlag Press, 1997.
|
|
|
Reynolds, R.G., Co-Editor, Evolution Programming IV, with John R.
McDonnell, and David B. Fogel, Bradford Books, MIT Press, Cambridge
Massachusetts, 1995.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
Top
D. JOURNAL ARTICLES PUBLISHED:
1. Refereed Journals:
|
|
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.
|
|
|
Kohler, T., Gummerman, G., and Reynolds, R. G., “Virtual Archaeology”,
Scientific American, vol. 293, no. 1, pp: 76-84, July, 2005.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., Maletic, J., and Porvin, S., "Stepwise Refinement and
Problem Solving", IEEE Software, September 1992, pp. 79 -88.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., and Savatsky, K.*, "A Computer Model of the Evolution of
Cooperation", Biosystems, Vol. 23, 1989, pp. 261-279.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., "A Production Systems Model of Hunter-Gatherer Resource
Scheduling Adaptations", European Journal of Operations Research, Volume
30, No. 3, June, 1987.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., " A Computational Model of Hierarchical Decision
Systems", Journal of Anthropological Archaeology, Academic Press, Vol. 3,
September, 1984. pp. 159-189.
|
|
|
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.
|
|
|
Reynolds, R. G., Metrics to Measure the Complexity of Partial Programs",
Journal of Systems and Software, Vol. 4, No. 1 1984. pp. 75-91.
|
|
|
Reynolds, R. G., "On Modeling the Evolution of Hunter-Gatherer
Decision-Making Systems", Geographical Analysis, Vol. X, No. 1, January,
1978. pp.31-46.
|
|
|
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.
|
|
|
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.
|
Top
E. PAPERS PUBLISHED IN
CONFERENCE PROCEEDINGS:
1. Refereed Papers:
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R.G., “Predicting the Past Using Multi-Agent Models of Cultural
Evolution”, Midwest Sociological Society, Chicago, IL., April 16-19, 2003.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R., and Jin, X.*,”Data Mining Using Cultural Algorithms and
Regional Schemata”, ICTAI 2002, Washington, D.C., November 2-5, 2002.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R.G., “Knowledge Swarms and Cultural Evolution”, Proceedings of
American Anthropological Association Annual Meeting, November 28-31, 2001,
Washington, D.C.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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 .
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., "Automated Program Development using Metric
Information", IEEE Software Design Metrics Workshop, Melbourne, FL., March
14-16, 1988, pp. 22-27.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
Top
F. BOOK REVIEWS PUBLISHED:
|
|
Reynolds,
R.G., “ A Review of Evolutionary Computation: The Fossil Record, David
Fogel, Editor, Biosystems , 2000.
|
|
|
Reynolds, R.G., "A Review of Evolutionary Computation: Towards a New
Philosophy of Machine Intelligence by David Fogel", Biosystems , 1997,
pp. 277 - 279.
|
|
|
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.
|
|
|
Reynolds,
R. G., "A Review of Cliff and Ord's, Spatial Auto correlation",
Geographical Analysis, Vol. VI, January 1974, pp. 100-104.
|
Top
G. PAPERS PRESENTED:
1. Talks given Dr. Reynolds for invited and/or Refereed Papers
Internationally or Nationally (abstract published):
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R.G., “Knowledge Swarms and Cultural Evolution”, Proceedings of
American Anthropological Association Annual Meeting, November 28-31, 2001,
Washington, D.C.
|
|
|
Reynolds, R.G., and Saleem, S.*, “Cultural and Social Evolution in Dynamic
Environments”, CASOS 2001, Carnegie-Mellon University, July 5-7, 2001.
|
|
|
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.
|
|
|
Reynolds, R.G., and Saleem, S.*, Workshop on Emergence, Transformation,
and Decay in Socio-Natural Systems, Abisko, Sweden, May 19-23, 2001.
|
|
|
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.
|
|
|
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.
|
|
|
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
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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 .
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R.G., "Solving Design Problems Using Cultural Algorithms",
Eighth Florida Artificial Intelligence Research
Symposium, April 27-29, 1995, Melbourne,
Florida, pp. 279-283.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., "Search Hypothesis Spaces Using Genetic Algorithms",
5th International Symposium on Methodologies for
Intelligent Systems, Knoxville, Tennessee, October 24-27,
1990.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., "Automated Program Development using Metric
Information", IEEE Software Design Metrics Workshop,
Melbourne, FL., March 14-16, 1988.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G., "A Heuristic Basis for the Origins of Agriculture", IFAC Workshop on the Modeling of Decision-Making
Systems, Beijing, China,
August,
1986.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
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.
|
|
|
Reynolds, R. G. and Cichanowski G., "A Parallel Algorithm for On-Line Bin
Packing", SIAM 1983 Fall Meeting, Norfolk,
Virginia, November 3 - 7, 1983.
|
|
|
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.
|
|
|
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.
|
Top
H. INVITED SEMINARS OR LECTURES
PRESENTED:
|
|
“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.
|
|
|
“Tutorial On Cultural Algorithms”, to be presented at IEEE Symposium of
Swarm Intelligence, Palo Alto, CA, June 8-10, 2005..
|
|
|
“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.
|
|
|
“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.
|
|
|
“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.
|
|
|
“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.
|
|
|
“Cultural
Algorithms: A Tutorial”, IEEE Swarm Intelligence Symposium, Indianapolis
Indiana, April 24, 2003.
|
|
|
“Modeling
Intelligent Multi-Agent Systems”, invited talks at (SCP 7400, and CSC
5830), Wayne State University, Feb. 25 and 27, 2003.
|
|
|
“Computational Models of State Formation”, Dept. Of Anthropology
Colloquium Series, Washington State University, Washington, December 6,
2002.
|
|
|
“Multi-Agent Simulation of Hunter-Gatherer Behavior”, Museum of
Anthropology, Quantitative Methods Seminar, University of Michigan, Ann
Arbor, October, 2002.
|
|
|
“Problem Solving with Cultural Algorithms”, Ford Motor Company, E-Tech
Seminar series, June 12, 2002.
|
|
|
“Cultural Algorithms: A Tutorial”, Reynolds, R.G., World Congress on
Evolutionary Computation, Honolulu Hawaii, May 12, 2002.
|
|
|
“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.
|
|
|
“Cultural Algorithms and Modeling Evolution in Multi-Agent Systems, Ford
Motor Company, Scientific Research Laboratory, March 13, 2002.
|
|
|
“Using Decision Trees to Extract Warfare Rules in the Valley of Oaxaca,
Mexico”, Museum of Anthropology, University of Michigan, Ann Arbor,
October 28, 2001.
|
|
|
“ Real-Valued Function Optimization Using Cultural Algorithms”, invited
talk ACM Special Interest Group on Artificial Intelligence, May 12, 1999.
|
|
|
“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.
|
|
|
“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.
|
|
|
“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.
|
|
|
“Automatic Diagnosis Using Cultural Algorithms”, SAE Control Society
Spring Conference, Session of Diagnostic Problem Solving, invited talk May
11, 1998.
|
|
|
"A Comparison Between the Fisher Model and Cultural Algorithms", Royal
University of Stockholm, Department of Computer
Science, June 4, 1997.
|
|
|
"Using Artificial Intelligence to Analyze Occupation Floor Remains in the
Valley of Oaxaca, Mexico, University of Michigan, Museum of
Anthropology Seminar January 23, 1997.
|
|
|
" Solving Real-Valued Optimization Problems Using Cultural Algorithms", Artificial Intelligence Group, Ford Motor
Company, May 1, 1996.
|
|
|
"A Test bed for Solving Optimization Problems using Cultural Algorithms",
Department of Computer Science Professional Seminar Series, Wayne State
University, February 14, 1996.
|
|
|
"Culturing Genetic Algorithms", invited talk, Southeast Michigan ACM
SIGART Chapter, October 19, 1995.
|
|
|
"Cultural Algorithms and Their Applications", invited talk, Department
of Computer Science, Wayne State University,
October 11, 1995.
|
|
|
"Computer Modeling of Cultural Adaptations, invited talk, Museum of
Anthropology, January 19, 1995.
|
|
|
"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.
|
|
|
"Future Trends in Software Quality", Professional Development Seminar,
invited talk, Department of Computer Science, Wayne
State University, September 15,
1993.
|
|
|
"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.
|
|
|
"Using
Cultural Algorithms to Infer the Behavior of Boolean Circuits", invited
talk, IEEE Computer Society, Southeastern Michigan Region, Spring Meeting, April 20, 1993.
|
|
|
"Future of Software Reuse", panel member, 4th International Conference on Computers and Information, Toronto, Canada,
May 25-27, 1992.
|
|
|
"Knowledge-Based
Re Engineering of CVSP Software at Ford", invited talk, Ford Engineering Computer Center, November 3, 1992.
|
|
|
"Software
Reusability: Issues in Real Time Control Systems", invited talk, Software Technology Forum, Ford Motor
Company, October 23, 1992.
|
|
|
"Automating Software Reuse", invited talk, University of Western Ontario,
Department of Computer Science, October 15,
1992.
|
|
|
"Cultural
Algorithms", invited talk, Metropolitan Detroit Chapter of ACM Special Interest Group on Artificial Intelligence, October 1, 1992.
|
|
|
"Extracting Procedural Knowledge from Software Systems Using Inductive
Learning", invited talk, Dept. of Computer
Science, Artificial Intelligence Seminar,
Carnegie-Mellon University, April 28, 1992.
|
|
|
"Operationalizing
Software Reuse as a Problem in Machine Learning", invited talk, Department Computer Science of Michigan State University,
November 22, 1991.
|
|
|
"Modeling the Evolution of Cooperation", invited talk to Michigan
Archaeological Society, April 10, 1991.
|
|
|
"Darwinian Models of Cultural Evolution", invited talk, Dept. of
Evolution and Human Behavior, Univ. of Michigan,
November 29, 1990.
|
|
|
"UNIX and AI" at Computer Solutions Exp., Third Midwest UNIX
Exposition, Sept. 4-6, 1990,
Dearborn, Michigan.
|
|
|
"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.
|
|
|
ACM Chapter Professional Development Seminar Speaker, 1986-1987.
|
|
|
"Application
of Artificial Intelligence Techniques to Software Engineering",
Metropolitan Detroit Chapter of the ACM
(Sept. 22, 1986).
|
|
|
"Expert
Systems and Artificial Intelligence", ACM Professional Development
Seminar, May 1986.
|
I. Other Scholarly Work:
1.
Professional Workshops Attended:
|
|
University of Michigan/Sante Fe Institute Workshop on Emergence and
Engineering in Complex Systems, University of Michigan, Ann Arbor,
November 12-14, 2003.
|
|
|
Workshop on Mobility in a Sustainable World: A Complex Systems Approach,
University of Michigan, Ann Arbor, June 20-22, 2003.
|
|
|
Sante Fe Workshop on Human Environmental Interaction, May 17-19,
2003.
|
|
|
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.
|
|
|
Santa Fe Institute Workshop on “Modeling Human-Environmental Interaction”,
Santa Fe, New Mexico, December 7-9, 2000.
|
|
|
Santa Fe Institute Workshop on “Modeling the Emergence of Large-Scale
Multi-Agent Systems, Charlotte, North Carolina, November 10-12, 1999.
|
|
|
Santa
Fe Institute Workshop and Conference on “Modeling the Dynamics of Agent
Interactions in Small-Scale Social Systems”, September 14-17, 1998.
|
|
|
Sante Fe Institute Workshop on “Modeling Small-Scale Intelligent
Agent Systems, Sante Fe, New Mexico, December 3-6,
1997.
|
|
|
Cooperstown
I Workshop on "Creating a National Vision and Force in Software Through Software Measurement", Cooperstown, New York, August
29- September 1, 1993.
|
|
|
Workshop
on Modeling Prehistoric Human Behavior, Cambridge
Univ., England, December 10-14,
1990.
|
|
|
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
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:
|
|
Simulating Ancient Societies. (
PDF ). |
|
|
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
) |
|
|
Reynolds, Robert G. An Introduction to Cultural Algorithms.
Proceeding of the Third Annual Conference on Evolutionary Programming. 1994.
(
PDF ). |
|
|
Reynolds, Robert G. Cultural Algorithms: A Tutorial. (
PDF,
PPT,
PPS ). |
Top
|
