5. EP 1996: San Diego, CA, USA

Lawrence J. Fogel, Peter J. Angeline, Thomas Bäck (Eds.): Evolutionary Programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming, San Diego, CA, USA, February 29 - March 2, 1996. MIT Press, 1996, ISBN 0-262-06190-2

Special Session on Evolution and Economic Modeling

Paul G. Harrald: Evolutionary Algorithms and Economic Models: A View. 3-7
David Kane: Local Hillclimbing on an Economic Landscape. 9-15
Steve Bankes, Robert J. Lempert: Adaptive Strategies for Abating Climate Change: An Example of Policy Analysis for Complex Adaptive Systems. 17-25
Kiyoshi Izumi, Takashi Okatsu: An Artificial Market Analysis of Exchange Rate Dynamics. 27-36
Jasmina Arifovic, B. Curtis Eaton, William G. Morrison: Drift and Selective Imitation. 37-44
Leigh Tesfatsion: An Evolutionary Trade Network Game with Preferential Partner Selection. 45-54

Learning and Control

Michèle Sebag, Caroline Ravise, Marc Schoenauer: Controlling Evolution by Means of Machine Learning. 57-66
David B. Fogel: A "Correction" to Some Cart-Pole Experiments. 67-71
Jong-Hwan Kim, Jeong-Yul Jeon: Evolutionary Programming-Based High-Precision Controller Design. 73-81
Andreas Birk: Learning Geometric Concepts with an Evolutionary Algorithm. 83-90
Ibrahim Kuscu: Evolution of Learning Rules for Hard Learning Problems. 91-99

Applications and Implementations I

Mark W. Davis, Ted Dunning: Query Translation Using Evolutionary Programming for Multilingual Information Retrieval II. 103-112
Günther R. Raidl: Skillful Genotype Decoding in EAs for Solving the Cutting Problem. 113-120
Marc Schoenauer: Shape Representations and Evolution Schemes. 121-129
Kevin M. Nelson: Solution Methods for Ordinary Differential Equations Using Evolutionary Algorithms. 131-138
Hirokazu Watabe, Takashi Sawada, Norio Okino: Evolution of 3D Shape Model. 139-144

Theory and Analysis of Evolutionary Computations

William E. Hart: A Theoretical Comparison of Evolutionary Algorithms and Simulated Annealing. 147-154
Ralf Salomon: Performance Degradation of Genetic Algorithms under Coordinate Rotation. 155-161
Thomas M. English: Evaluation of Evolutionary and Genetic Optimizers: No Free Lunch. 163-169
F. Greene: A New Approach to Diploid/Dominance and Its Effects on Stationary Genetic Search. 171-176
Jason M. Daida, Catherine S. Grasso, Stephen A. Stanhope, Steven J. Ross: Symbionticism and Complex Adaptive Systems I: Implications of Having Symbiosis Occur in Nature. 177-186

Special Session on the High Level Control of Evolutionary Learning

Jong-Chen Chen, Michael Conrad: Multilevel Evolutionary Learning in an Artificial Neuromolecular Brain and Its Application to the Recognition of Chinese Characters. 189-196
Robert W. Smalz, Michael Conrad: High Level Control of Evolutionary Learning in Complex Neural Architectures: The Evolutionary Credit Apportionment Approach. 197-206
Louis A. Tamburino, Mateen M. Rizki: Resource Allocation for a Hybrid Evolutionary Learning System Used for Pattern Recognition. 207-216
Elena Zannoni, Robert G. Reynolds: Extracting Design Knowledge from Genetic Programs Using Cultural Algorithms. 217-224
Chan-Jin Chung, Robert G. Reynolds: A Testbed for Solving Optimization Problems Using Cultural Algorithms. 225-236

Evolving Computational Intelligence

Russell C. Eberhart: Computational Intelligence: A Perspective. 239-245
Manish Sarkar: Evolutionary Programming-Based Fuzzy Clustering. 247-256
Xin Yao, Yong Liu: Evolving Artificial Neural Networks through Evolutionary Programming. 257-266
Douglas A. Hoskins: Dynamics of Mass Distributions: Neural Networks and Iterated Function Systems. 267-276
Shu-Heng Chen, John Duffy, Chia-Hsuan Yeh: Genetic Programming in the Coordination Game with a Chaotic Best-Response Function. 277-286

Issues in Evolutionary Optimization

Frank Hoffmeister, Joachim Sprave: Problem-Independent Handling of Constraints by Use of Metric Penalty Functions. 289-294
Jong-Hwan Kim, Hyun Myung: A Two-Phase Evolutionary Programming for General Constrained Optimization Problem. 295-304
Zbigniew Michalewicz, Girish Nazhiyath, Maciej Michalewicz: A Note on Usefulness of Geometrical Crossover for Numerical Optimization Problems. 305-312
Mourad Sefrioui, Jacques Périaux, Jean-Gabriel Ganascia: Fast Convergence Thanks to Diversity. 313-321
Martin Birgmeier: Evolutionary Programming for the Optimization of Trellis-Coded Modulation Schemes. 323-332
George Bilchev: Evolutionary Metaphors for the Bin Packing Problem. 333-341

Applications and Implementations II

Martin Schütz, Joachim Sprave: Application of Parallel Mixed-Integer Evolution Strategies with Mutation Rate Pooling. 345-354
Mehrdad Salami: Genetic Algorithm Processor on Reprogrammable Architectures. 355-361
Jeffrey Putnam: A Grammar-Based Genetic Programming Technique Applied to Music Generation. 363-368
Joanna Lis, Anna Czapkiewicz: The Loghyperbolic Distribution Fitting by Genetic Algorithm. 369-375
Richard Dybowski, Trevor D. Collins, P. R. Weller: Visualization of Binary String Convergence by Sammon Mapping. 377-383
Andreas Zell, Roland Baumann: Distributed Genetic Algorithms on the Intel Paragon, a Large MIMD Computer. 385-394

Special Session on Evolutionary Computation in Biology and Biochemistry

James B. Golden III, Ephrahim Garcia, Clark Tibbetts: Genome Organization and Evolutionary Search in the Design of Neural Networks. 397-404
Takaya Arita, Charles E. Taylor: A Simple Model for the Evolution of Communication. 405-409
Bruce S. Duncan, Arthur J. Olson: Applications of Evolutionary Programming for the Prediction of Protein-Protein Interactions. 411-417
Daniel K. Gehlhaar, David B. Fogel: Tuning Evolutionary Programming for Conformationally Flexible Molecular Docking. 419-429

Adaptive and Self-Adaptive Evolutionary Computations

Peter J. Angeline: The Effects of Noise on Self-Adaptive Evolutionary Optimization. 433-439
Peter J. Angeline, David B. Fogel, Lawrence J. Fogel: A Comparison of Self-Adaptation Methods for Finite State Machines in Dynamic Environments. 441-449
Xin Yao, Yong Liu: Fast Evolutionary Programming. 451-460
Hugues Juillé, Jordan B. Pollack: Co-Evolving Intertwined Spirals. 461-468
John R. Koza, David Andre: Evolution of Iteration in Genetic Programming. 469-478
N. Saravanan, David B. Fogel: An Empirical Comparison of Methods for Correlated Mutations under Self-Adaptation. 479-485

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