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Simulated evolution and learning [electronic resource] : Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL '98, Canberra, Australia, November 24-27, 1998 : selected papers /
Bob McKay ... [et al.] (eds.).
Berlin ; New York : Springer, c1999.
xiii, 472 p. : ill. ; 23 cm.
3540659072 (softcover : alk. paper)
A Look Inside
Main Description
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.
Table of Contents
Natural Computationp. 1
Multiple Lagrange Multiplier Method for Constrained Evolutionary Optimizationp. 2
Robust Evolution Strategiesp. 10
Hybrid Genetic Algorithm for Solving the p-Median Problemp. 18
Correction of Reflection Lines Using Genetic Algorithmsp. 26
Adaptation under Changing Environments with Various Rates of Inheritance of Acquired Characters: Comparison between Darwinian and Lamarckian Evolutionp. 34
Dynamic Control of Adaptive Parameters in Evolutionary Programmingp. 42
Information Operator Scheduling by Genetic Algorithmsp. 50
Solving-Radial Topology Constrained Problems with Evolutionary Algorithmsp. 58
Automating Space Allocation in Higher Educationp. 66
Application of Genetic Algorithm and k-Nearest Neighbour Method in Medical Fraud Detectionp. 74
Evolution of Reference Sets in Nearest Neighbor Classificationp. 82
Investigation of a Cellular Genetic Algorithm that Mimies Landscape Ecologyp. 90
Quantifying Neighborhood Preservation: Joint Properties of Evolutionary and Unsupervised Neural Learningp. 98
Neural Networks and Evolutionary Algorithms for the Prediction of Thermodynamic Properties for Chemical Engineeringp. 106
Evolving FPGA Based Cellular Automatap. 114
Asynchronous Island Parallel GA Using Multiform Subpopulationsp. 122
Multiple Sequence Alignment using Parallel Genetic Algorithmsp. 130
Evolving Logic Programs to Classify Chess-Endgame Positionsp. 138
Genetic Programming with Active Data Selectionp. 146
Evolutionary Programming-Based Uni-vector Field Method for Fast Mobile Robot Navigationp. 154
Evolution with Learning Adaptive Functionsp. 162
Modelling Plant Breeding Programs as Search Strategies on a Complex Response Surfacep. 171
Generating Equations with Genetic Programming for Control of a Movable Inverted Pendulump. 179
A Hybrid Tabu Search Algorithm for the Nurse Rostering Problemp. 187
Reinforcement Learning: Past, Present and Futurep. 195
A Reinforcement Learning with Condition Reduced Fuzz Rulesp. 198
Generality and Conciseness of Submodels in Hierarchical Fuzzy Modelingp. 206
Using Evolutionary Programming to Optimize the Allocation of Surveillance Assetsp. 215
Applying the Evolutionary Neural Networks with Genetic Algorithms to Control a Rolling Inverted Pendulump. 223
Evolving Cooperative Actions Among Heterogeneous Agents by an Evolutionary Programming Methodp. 231
Cooperative Works for Welfare Agent Robot and Human Using Chaotic Evolutionary Computationp. 240
Evolutionary Computation for Intelligent Agents Based on Chaotic Retrieval and Soft DNAp. 251
A Study of Bayesian Clustering of a Document Set Based on GAp. 260
An Evolutionary Approach in Quantitative Spectroscopyp. 268
Evolutionary Recognition of Features from CAD Datap. 276
Modeling Strategies as Generous and Greedy in Prisoner's Dilemma Like Gamesp. 285
Using Genetic Algorithms to Simulate the Evolution of an Oligopoly Gamep. 293
An Evolutionary Study on Cooperation in N-person Iterated Prisoner's Dilemma Gamep. 301
Simulating a N-person Multi-stage Game for Making a Statep. 309
Learning from Linguistic Rules and Rule Extraction for Function Approximation by Neural Networksp. 317
Can a Niching Method Locate Multiple Attractors Embedded in the Hopfield Network?p. 325
Time Series Prediction by Using Negatively Correlated Neural Networksp. 333
Animating the Evolution Process of Genetic Algorithmsp. 341
Analysis on the Island Model Parallel Genetic Algorithms for the Genetic Driftsp. 349
A Paradox of Neural Encoders and Decoders or Why Don't We Talk Backwards?p. 357
Continuous Optimization Using Elite Genetic Algorithms With Adaptive Mutationsp. 365
Evolutionary Systems Applied to the Synthesis of a CPU Controllerp. 373
Novel Models in Evolutionary Designingp. 381
Co-evolution, Determinism and Robustnessp. 389
Co-operative Evolution of a Neural Classifier and Feature Subsetp. 397
Optimal Power Flow Method Using Evolutionary Programmingp. 405
Grammatical Development of Evolutionary Modular Neural Networksp. 413
Hybridized Neural Network and Genetic Algorithms for Solving Nonlinear Integer Programming Problemp. 421
Evolution of Gene Coordination Networksp. 430
Adaptive Simulation: An Implementation Frameworkp. 438
A Model of Mutual Associative Memory for Simulations of Evolution and Learningp. 446
The Application of Cellular Automata to the Consumer's Theory: Simulating a Duopolistic Marketp. 454
Object-oriented Genetic Algorithm based Artificial Neural Network for Load Forecastingp. 462
Author Indexp. 471
Table of Contents provided by Blackwell. All Rights Reserved.

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