Simulated Evolution and Learning : 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008, Proceedings / edited by Xiaodong Li, Michael Kirley, Mengjie Zhang, Vic Ciesielski, Zbigniew Michalewicz, Tim Hendtlass, Kalyanmoy Deb, K. C. Tan, Jürgen Branke.

Format:

Book

Contributor:

Li, Xiaodong, Ph. D., editor.

Kirley, Michael, editor.

Zhang, Mengjie, editor.

Ciesielski, Vic, editor.

Michalewicz, Zbigniew, editor.

Hendtlass, Tim, 1945- editor.

Deb, Kalyanmoy, editor.

Tan, K. C., editor.

Branke, Jürgen, 1969- editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 5361.

Theoretical Computer Science and General Issues ; 5361

Language:

English

Subjects (All):

Computer programming.

Computers.

Artificial intelligence.

Computer simulation.

User interfaces (Computer systems).

Computer science--Mathematics.

Computer science.

Programming Techniques.

Computation by Abstract Devices.

Artificial Intelligence.

Simulation and Modeling.

User Interfaces and Human Computer Interaction.

Discrete Mathematics in Computer Science.

Local Subjects:

Programming Techniques.

Computation by Abstract Devices.

Artificial Intelligence.

Simulation and Modeling.

User Interfaces and Human Computer Interaction.

Discrete Mathematics in Computer Science.

Physical Description:

1 online resource (XVI, 658 pages).

Edition:

First edition 2008.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.

System Details:

text file PDF

Summary:

This volume constitutes the proceedings of the 7th International Conference on Simulated Evolution and Learning, SEAL 2008, held in Melbourne, Australia, during December 7-10, 2008. The 65 papers presented were carefully reviewed and selected from 140 submissions. The topics covered are evolutionary learning; evolutionary optimisation; hybrid learning; adaptive systems; theoretical issues in evolutionary computation; and real-world applications of evolutionary computation techniques.

Contents:

Evolutionary Learning

Modelling Behaviour Cycles for Life-Long Learning in Motivated Agents

Breaking the Synaptic Dogma: Evolving a Neuro-inspired Developmental Network

A New Approach to Adapting Control Parameters in Differential Evolution Algorithm

A Novel Genetic Algorithm with Orthogonal Prediction for Global Numerical Optimization

Phylogeny Inference Using a Multi-objective Evolutionary Algorithm with Indirect Representation

Evolved Look-Up Tables for Simulated DNA Controlled Robots

Multi-objective Improvement of Software Using Co-evolution and Smart Seeding

Policy Evolution with Grammatical Evolution

A PSO Based Adaboost Approach to Object Detection

Adaptive Non-uniform Distribution of Quantum Particles in mQSO

Genetically Evolved Fuzzy Rule-Based Classifiers and Application to Automotive Classification

Improving XCS Performance by Distribution

Evolving an Ensemble of Neural Networks Using Artificial Immune Systems

Improving the Performance and Scalability of Differential Evolution

A Fuzzy-GA Decision Support System for Enhancing Postponement Strategies in Supply Chain Management

Evolutionary Optimisation

Solving the Delay-Constrained Capacitated Minimum Spanning Tree Problem Using a Dandelion-Encoded Evolutionary Algorithm

Generalized Extremal Optimization for Solving Multiprocessor Task Scheduling Problem

Improving NSGA-II Algorithm Based on Minimum Spanning Tree

An Island Based Hybrid Evolutionary Algorithm for Optimization

A Particle Swarm Optimization Based Algorithm for Fuzzy Bilevel Decision Making with Objective-Shared Followers

Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach

Genetic Algorithm Based Methods for Identification of Health Risk Factors Aimed at Preventing Metabolic Syndrome

Extremal Optimisation and Bin Packing

Extremal Optimisation with a Penalty Approach for the Multidimensional Knapsack Problem

A Generator for Multimodal Test Functions with Multiple Global Optima

Choosing Leaders for Multi-objective PSO Algorithms Using Differential Evolution

Comparison between Genetic Algorithm and Genetic Programming Performance for Photomosaic Generation

Parameter Tuning of Real-Valued Crossover Operators for Statistics Preservation

Hybrid Particle Swarm Optimization Based on Thermodynamic Mechanism

Multiagent Evolutionary Algorithm for T-coloring Problem

Non-photorealistic Rendering Using Genetic Programming

Use of Local Ranking in Cellular Genetic Algorithms with Two Neighborhood Structures

Information Theoretic Classification of Problems for Metaheuristics

Task Decomposition for Optimization Problem Solving

Discussion of Search Strategy for Multi-objective Genetic Algorithm with Consideration of Accuracy and Broadness of Pareto Optimal Solutions

Discussion of Offspring Generation Method for Interactive Genetic Algorithms with Consideration of Multimodal Preference

Solving Very Difficult Japanese Puzzles with a Hybrid Evolutionary-Logic Algorithm

Joint Multicast Routing and Channel Assignment in Multiradio Multichannel Wireless Mesh Networks Using Simulated Annealing

General Game Playing with Ants

A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization

A Study on the Performance of Substitute Distance Based Approaches for Evolutionary Many Objective Optimization

Performance Evaluation of an Adaptive Ant Colony Optimization Applied to Single Machine Scheduling

Robust Optimization by ?-Ranking on High Dimensional Objective Spaces

An Evolutionary Method for Natural Language to SQL Translation

Attributes of Dynamic Combinatorial Optimisation

A Weighted Local Sharing Technique for Multimodal Optimisation

Hybrid Learning

Hybrid Genetic Programming for Optimal Approximation of High Order and Sparse Linear Systems

Genetic Vector Quantizer Design on Reconfigurable Hardware

Pattern Learning and Decision Making in a Photovoltaic System

Using Numerical Simplification to Control Bloat in Genetic Programming

Horn Query Learning with Multiple Refinement

Evolving Digital Circuits in an Industry Standard Hardware Description Language

Parameterised Indexed FOR-Loops in Genetic Programming and Regular Binary Pattern Strings

Hierarchical Fuzzy Control for the Inverted Pendulum over the Set of Initial Conditions

Genetic Programming for Feature Ranking in Classification Problems

Time Series Prediction with Evolved, Composite Echo State Networks

Adaptive Systems

Genetic Synthesis of Software Architecture

Dual Phase Evolution and Self-organisation in Networks

Heterogeneous Payoffs and Social Diversity in the Spatial Prisoner's Dilemma game

Theoretical Issues in Evolutionary Computation

Crossover Can Be Constructive When Computing Unique Input Output Sequences

Real-World Applications of Evolutionary Computation Techniques

Power Electronic Circuits Design: A Particle Swarm Optimization Approach

Computational Intelligence in Radio Astronomy: Using Computational Intelligence Techniques to Tune Geodesy Models

An Efficient Hybrid Algorithm for Optimization of Discrete Structures

Evolutionary Multi-Objective Optimization for Biped Walking

A Method for Assigning Men and Women with Good Affinity to Matchmaking Parties through Interactive Evolutionary Computation.

Other Format:

Printed edition:

ISBN:

978-3-540-89694-4

9783540896944

Access Restriction:

Restricted for use by site license.