Linkage in Evolutionary Computation

Editors:

ISBN: 978-3-540-85067-0 (Print) 978-3-540-85068-7 (Online)

Table of contents (19 chapters)

  1. Front Matter

    Pages -

  2. Models and Theories

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-23

      Parallel Bivariate Marginal Distribution Algorithm with Probability Model Migration

    3. No Access

      Book Chapter

      Pages 25-40

      Linkages Detection in Histogram-Based Estimation of Distribution Algorithm

    4. No Access

      Book Chapter

      Pages 41-60

      Linkage in Island Models

    5. No Access

      Book Chapter

      Pages 61-86

      Real-Coded ECGA for Solving Decomposable Real-Valued Optimization Problems

    6. No Access

      Book Chapter

      Pages 87-107

      Linkage Learning Accuracy in the Bayesian Optimization Algorithm

    7. No Access

      Book Chapter

      Pages 109-139

      The Impact of Exact Probabilistic Learning Algorithms in EDAs Based on Bayesian Networks

    8. No Access

      Book Chapter

      Pages 141-156

      Linkage Learning in Estimation of Distribution Algorithms

  3. Operators and Frameworks

    1. Front Matter

      Pages 157-157

    2. No Access

      Book Chapter

      Pages 159-187

      Parallel GEAs with Linkage Analysis over Grid

    3. No Access

      Book Chapter

      Pages 189-223

      Identification and Exploitation of Linkage by Means of Alternative Splicing

    4. No Access

      Book Chapter

      Pages 225-248

      A Clustering-Based Approach for Linkage Learning Applied to Multimodal Optimization

    5. No Access

      Book Chapter

      Pages 249-284

      Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary Algorithms

    6. No Access

      Book Chapter

      Pages 285-314

      Symbiotic Evolution to Avoid Linkage Problem

    7. No Access

      Book Chapter

      Pages 315-334

      EpiSwarm, a Swarm-Based System for Investigating Genetic Epistasis

    8. No Access

      Book Chapter

      Pages 335-358

      Real-Coded Extended Compact Genetic Algorithm Based on Mixtures of Models

  4. Applications

    1. Front Matter

      Pages 359-359

    2. No Access

      Book Chapter

      Pages 361-387

      Genetic Algorithms for the Airport Gate Assignment: Linkage, Representation and Uniform Crossover

    3. No Access

      Book Chapter

      Pages 389-417

      A Decomposed Approach for the Minimum Interference Frequency Assignment

    4. No Access

      Book Chapter

      Pages 419-439

      Set Representation and Multi-parent Learning within an Evolutionary Algorithm for Optimal Design of Trusses

    5. No Access

      Book Chapter

      Pages 441-459

      A Network Design Problem by a GA with Linkage Identification and Recombination for Overlapping Building Blocks

    6. No Access

      Book Chapter

      Pages 461-483

      Knowledge-Based Evolutionary Linkage in MEMS Design Synthesis

  5. Back Matter

    Pages -