模拟演化和学习LNCS-4247

作者简介

This book constitutes the refereed proceedings of the 6th International Conference on Simulated Evolution and Learning, SEAL 2006, held in Hefei, China in October 2006.　　The 117 revised full papers presented were carefully reviewed and selected from 420 submissions. The papers are organized in topical sections on evolutionary learning, evolutionary optimisation, hybrid learning, adaptive systems, theoretical issues in evolutionary computation, and real-world applications of evolutionary computation techniques.

书籍目录

Evolutionary Learning　Evolutionary Dynamics on Graphs：The Moran Process　Generalized Embedded Landscape and Its Decomposed　Representation　Representative Selection for Cooperative Co—evolutionary Genetic　Algorithms　Kernel Matching Pursuit Based on Immune Clonal Algorithm　for Image Recognition　Power Quality Disturbance Detection and Classification Using　Chirplet Transforms　Ensemble Learning Classifier System and Compact Ruleset　The Role of Early Stopping and Population Size in XCS for Intrusion　Derection　Improving Radial Basis Function Networks for Human Face　Recognition Using a Soft Compl~ting Approach　Solving Traveling Salesman Problems by Artificial Immune　Response　A Strategy of Mutation History Learning in Immune Clonal Selection　Algorithm　Quantum—Inspired Immune Clonal Algorithm for Multiuser Detection　in DS—CDMA Systems　Innate and Adaptive Principles for an Artificial Immune System　Immune—Based Dynamic Intrusion Response Model　Immune Multi—agent Active Defense Model for Network Intrusion　An Immune Mobile Agent Based Grid Intrusion Detection Model　Solving Optimization Problem Using Multi—agent Model Based　on Belief Interaction　Continuous Function Optimization Using Hybrid Ant Colony Approach　with Orthogonal Design Scheme　Niching for Dynamic Environments Using Particle Swarm　Optimization　A New Ant Colony Optimization Applied for the Multidimensional　Knapsack Problem　Numerical Optimization Using Organizational Particle Swarm　Algorithm　A Hybrid Discrete Particle Swarm Algorithm for Open—Shop　Problems　Particle Swarms Cooperative Optimization for Coalition Generation　Problem……Evolurionary OptimisationHybrid LearningTheoretical Issue in Evolutionary ComprtationReal-World Applications of Evolutionary Computation TechnipuesAuthor Index

图书封面

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