A Brief Introduction to Continuous Evolutionary Optimization

Authors:

ISBN: 978-3-319-03421-8 (Print) 978-3-319-03422-5 (Online)

Table of contents (8 chapters)

  1. Front Matter

    Pages i-xi

  2. Foundations

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-14

      Introduction

    3. No Access

      Chapter

      Pages 15-26

      Evolution Strategies

    4. No Access

      Chapter

      Pages 27-34

      Parameter Control

  3. Advanced Optimization

    1. Front Matter

      Pages 35-35

    2. No Access

      Chapter

      Pages 37-44

      Constraints

    3. No Access

      Chapter

      Pages 45-54

      Iterated Local Search

    4. No Access

      Chapter

      Pages 55-64

      Multiple Objectives

  4. Learning

    1. Front Matter

      Pages 65-65

    2. No Access

      Chapter

      Pages 67-76

      Kernel Evolution

    3. No Access

      Chapter

      Pages 77-85

      Particle Swarm Embeddings

  5. Back Matter

    Pages 87-94