Simulated Evolution and Learning: Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL’98 Canberra, Australia, November 24–27, 1998 Selected Papers

Natural Computation....Pages 1-1
Multiple Lagrange Multiplier Method for Constrained Evolutionary Optimization....Pages 2-9
Robust Evolution Strategies....Pages 10-17
Hybrid Genetic Algorithm for Solving the p -Median Problem....Pages 18-25
Correction of Reflection Lines Using Genetic Algorithms....Pages 26-33
Adaptation under Changing Environments with Various Rates of Inheritance of Acquired Characters....Pages 34-41
Dynamic Control of Adaptive Parameters in Evolutionary Programming....Pages 42-49
Information Operator Scheduling by Genetic Algorithms....Pages 50-57
Solving Radial Topology Constrained Problems with Evolutionary Algorithms....Pages 58-65
Automating Space Allocation in Higher Education....Pages 66-73
Application of Genetic Algorithm and k-Nearest Neighbour Method in Medical Fraud Detection....Pages 74-81
Evolution of Reference Sets in Nearest Neighbor Classification....Pages 82-89
Investigation of a Cellular Genetic Algorithm that Mimics Landscape Ecology....Pages 90-97
Quantifying Neighborhood Preservation: Joint Properties of Evolutionary and Unsupervised Neural Learning....Pages 98-105
Neural Networks and Evolutionary Algorithms for the Prediction of Thermodynamic Properties for Chemical Engineering....Pages 106-113
Evolving FPGA Based Cellular Automata....Pages 114-121
Asynchronous Island Parallel GA Using Multiform Subpopulations....Pages 122-129
Multiple Sequence Alignment Using Parallel Genetic Algorithms....Pages 130-137
Evolving Logic Programs to Classify Chess-Endgame Positions....Pages 138-145
Genetic Programming with Active Data Selection....Pages 146-153
Evolutionary Programming-Based Uni-vector Field Method for Fast Mobile Robot Navigation....Pages 154-161
Evolution with Learning Adaptive Functions....Pages 162-170
Modelling Plant Breeding Programs as Search Strategies on a Complex Response Surface....Pages 171-178
Generating Equations with Genetic Programming for Control of a Movable Inverted Pendulum....Pages 179-186
A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem....Pages 187-194
Reinforcement Learning: Past, Present and Future....Pages 195-197
A Reinforcement Learning with Condition Reduced Fuzz Rules....Pages 198-205
Generality and Conciseness of Submodels in Hierarchical Fuzzy Modeling....Pages 206-214
Using Evolutionary Programming to Optimize the Allocation of Surveillance Assets....Pages 215-222
Applying the Evolutionary Neural Networks with Genetic Algorithms to Control a Rolling Inverted Pendulum....Pages 223-230
Evolving Cooperative Actions Among Heterogeneous Agents by an Evolutionary Programming Method....Pages 231-239
Cooperative Works for Welfare Agent Robot and Human Using Chaotic Evolutionary Computation....Pages 240-250
Evolutionary Computation for Intelligent Agents Based on Chaotic Retrieval and Soft DNA....Pages 251-259
A Study of Bayesian Clustering of a Document Set Based on GA....Pages 260-267
An Evolutionary Approach in Quantitative Spectroscopy....Pages 268-275
Evolutionary Recognition of Features from CAD Data....Pages 276-284
Modeling Strategies as Generous and Greedy in Prisoner’s Dilemma Like Games....Pages 285-292
Using Genetic Algorithms to Simulate the Evolution of an Oligopoly Game....Pages 293-300
An Evolutionary Study on Cooperation in N-person Iterated Prisoner’s Dilemma Game....Pages 301-308
Simulating a N-person Multi-stage Game for Making a State....Pages 309-316
Learning from Linguistic Rules and Rule Extraction for Function Approximation by Neural Networks....Pages 317-324
Can a Niching Method Locate Multiple Attractors Embedded in the Hopfield Network?....Pages 325-332
Time Series Prediction by Using Negatively Correlated Neural Networks....Pages 333-340
Animating the Evolution Process of Genetic Algorithms....Pages 341-348
Analysis on the Island Model Parallel Genetic Algorithms for the Genetic Drifts....Pages 349-356
A Paradox of Neural Encoders and Decoders or Why Don’t We Talk Backwards?....Pages 357-364
Continuous Optimization Using Elite Genetic Algorithms With Adaptive Mutations....Pages 365-372
Evolutionary Systems Applied to the Synthesis of a CPU Controller....Pages 373-380
Novel Models in Evolutionary Designing....Pages 381-388
Co-evolution, Determinism and Robustness....Pages 389-396
Co-operative Evolution of a Neural Classifier and Feature Subset....Pages 397-404
Optimal Power Flow Method Using Evolutionary Programming....Pages 405-412
Grammatical Development of Evolutionary Modular Neural Networks....Pages 413-420
Hybridized Neural Network and Genetic Algorithms for Solving Nonlinear Integer Programming Problem....Pages 421-429
Evolution of Gene Coordination Networks....Pages 430-437
Adaptive Simulation: An Implementation Framework....Pages 438-445
A Model of Mutual Associative Memory for Simulations of Evolution and Learning....Pages 446-453
The Application of Cellular Automata to the Consumer’s Theory: Simulating a Duopolistic Market....Pages 454-461
Object-Oriented Genetic Algorithm Based Artificial Neural Network for Load Forecasting....Pages 462-469