Linear Genetic Programming

Authors:

ISBN: 978-0-387-31029-9 (Print) 978-0-387-31030-5 (Online)

Table of contents (12 chapters)

  1. Front Matter

    Pages i-xv

  2. Introduction

    1. No Access

      Book Chapter

      Pages 1-9

      Introduction

  3. Fundamental Analysis

    1. Front Matter

      Pages 11-11

    2. No Access

      Book Chapter

      Pages 13-34

      Basic Concepts of Linear Genetic Programming

    3. No Access

      Book Chapter

      Pages 35-62

      Characteristics of the Linear Representation

    4. No Access

      Book Chapter

      Pages 63-74

      A Comparison with Neural Networks

  4. Method Design

    1. Front Matter

      Pages 75-75

    2. No Access

      Book Chapter

      Pages 77-118

      Linear Genetic Operators I — Segment Variations

    3. No Access

      Book Chapter

      Pages 119-148

      Linear Genetic Operators II — Instruction Mutations

    4. No Access

      Book Chapter

      Pages 149-171

      Analysis of Control Parameters

    5. No Access

      Book Chapter

      Pages 173-192

      A Comparison with Tree-Based Genetic Programming

  5. Advanced Techniques and Phenomena

    1. Front Matter

      Pages 193-193

    2. No Access

      Book Chapter

      Pages 195-223

      Control of Diversity and Variation Step Size

    3. No Access

      Book Chapter

      Pages 225-260

      Code Growth and Neutral Variations

    4. No Access

      Book Chapter

      Pages 261-287

      Evolution of Program Teams

    5. No Access

      Book Chapter

      Pages 289-290

      Epilogue

  6. Back Matter

    Pages 291-320