Simulated Evolution and Learning: Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'98, Canberra, Australia, November 24-27, 1998 Selected Papers / Edition 1

Simulated Evolution and Learning: Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'98, Canberra, Australia, November 24-27, 1998 Selected Papers / Edition 1

by Bob McKay
     
 

ISBN-10: 3540659072

ISBN-13: 9783540659075

Pub. Date: 05/28/1999

Publisher: Springer Berlin Heidelberg

This book constitutes the refereed post-workshop proceedings of the Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL '98, held in Canberra, Australia in November 1998.
The 59 revised papers presented were carefully selected during two rounds of reviewing from a total of initially 92 submissions. The book covers a wide range of topics in

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Overview

This book constitutes the refereed post-workshop proceedings of the Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL '98, held in Canberra, Australia in November 1998.
The 59 revised papers presented were carefully selected during two rounds of reviewing from a total of initially 92 submissions. The book covers a wide range of topics in simulated evolution and learning, from self-adaption to dynamic modelling, from reinforcement learning to agent systems, from evolutionary games to evolutionary economics, from theoretical results to successful applications, etc.

Product Details

ISBN-13:
9783540659075
Publisher:
Springer Berlin Heidelberg
Publication date:
05/28/1999
Series:
Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence Series, #1585
Edition description:
1999
Pages:
478
Product dimensions:
6.10(w) x 9.25(h) x (d)

Table of Contents

Natural Computation1
Multiple Lagrange Multiplier Method for Constrained Evolutionary Optimization2
Robust Evolution Strategies10
Hybrid Genetic Algorithm for Solving the p-Median Problem18
Correction of Reflection Lines Using Genetic Algorithms26
Adaptation under Changing Environments with Various Rates of Inheritance of Acquired Characters: Comparison between Darwinian and Lamarckian Evolution34
Dynamic Control of Adaptive Parameters in Evolutionary Programming42
Information Operator Scheduling by Genetic Algorithms50
Solving-Radial Topology Constrained Problems with Evolutionary Algorithms58
Automating Space Allocation in Higher Education66
Application of Genetic Algorithm and k-Nearest Neighbour Method in Medical Fraud Detection74
Evolution of Reference Sets in Nearest Neighbor Classification82
Investigation of a Cellular Genetic Algorithm that Mimies Landscape Ecology90
Quantifying Neighborhood Preservation: Joint Properties of Evolutionary and Unsupervised Neural Learning98
Neural Networks and Evolutionary Algorithms for the Prediction of Thermodynamic Properties for Chemical Engineering106
Evolving FPGA Based Cellular Automata114
Asynchronous Island Parallel GA Using Multiform Subpopulations122
Multiple Sequence Alignment using Parallel Genetic Algorithms130
Evolving Logic Programs to Classify Chess-Endgame Positions138
Genetic Programming with Active Data Selection146
Evolutionary Programming-Based Uni-vector Field Method for Fast Mobile Robot Navigation154
Evolution with Learning Adaptive Functions162
Modelling Plant Breeding Programs as Search Strategies on a Complex Response Surface171
Generating Equations with Genetic Programming for Control of a Movable Inverted Pendulum179
A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem187
Reinforcement Learning: Past, Present and Future195
A Reinforcement Learning with Condition Reduced Fuzz Rules198
Generality and Conciseness of Submodels in Hierarchical Fuzzy Modeling206
Using Evolutionary Programming to Optimize the Allocation of Surveillance Assets215
Applying the Evolutionary Neural Networks with Genetic Algorithms to Control a Rolling Inverted Pendulum223
Evolving Cooperative Actions Among Heterogeneous Agents by an Evolutionary Programming Method231
Cooperative Works for Welfare Agent Robot and Human Using Chaotic Evolutionary Computation240
Evolutionary Computation for Intelligent Agents Based on Chaotic Retrieval and Soft DNA251
A Study of Bayesian Clustering of a Document Set Based on GA260
An Evolutionary Approach in Quantitative Spectroscopy268
Evolutionary Recognition of Features from CAD Data276
Modeling Strategies as Generous and Greedy in Prisoner's Dilemma Like Games285
Using Genetic Algorithms to Simulate the Evolution of an Oligopoly Game293
An Evolutionary Study on Cooperation in N-person Iterated Prisoner's Dilemma Game301
Simulating a N-person Multi-stage Game for Making a State309
Learning from Linguistic Rules and Rule Extraction for Function Approximation by Neural Networks317
Can a Niching Method Locate Multiple Attractors Embedded in the Hopfield Network?325
Time Series Prediction by Using Negatively Correlated Neural Networks333
Animating the Evolution Process of Genetic Algorithms341
Analysis on the Island Model Parallel Genetic Algorithms for the Genetic Drifts349
A Paradox of Neural Encoders and Decoders or Why Don't We Talk Backwards?357
Continuous Optimization Using Elite Genetic Algorithms With Adaptive Mutations365
Evolutionary Systems Applied to the Synthesis of a CPU Controller373
Novel Models in Evolutionary Designing381
Co-evolution, Determinism and Robustness389
Co-operative Evolution of a Neural Classifier and Feature Subset397
Optimal Power Flow Method Using Evolutionary Programming405
Grammatical Development of Evolutionary Modular Neural Networks413
Hybridized Neural Network and Genetic Algorithms for Solving Nonlinear Integer Programming Problem421
Evolution of Gene Coordination Networks430
Adaptive Simulation: An Implementation Framework438
A Model of Mutual Associative Memory for Simulations of Evolution and Learning446
The Application of Cellular Automata to the Consumer's Theory: Simulating a Duopolistic Market454
Object-oriented Genetic Algorithm based Artificial Neural Network for Load Forecasting462
Author Index471

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