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Advances in Metaheuristic Algorithms for Optimal Design of Structures

  • A. Kaveh

Table of contents

  1. Front Matter
    Pages i-xvi
  2. A. Kaveh
    Pages 1-10
  3. A. Kaveh
    Pages 11-43
  4. A. Kaveh
    Pages 45-89
  5. A. Kaveh
    Pages 91-138
  6. A. Kaveh
    Pages 139-160
  7. A. Kaveh
    Pages 161-197
  8. A. Kaveh
    Pages 199-236
  9. A. Kaveh
    Pages 237-280
  10. A. Kaveh
    Pages 321-352
  11. A. Kaveh
    Pages 353-373
  12. A. Kaveh
    Pages 451-487
  13. A. Kaveh
    Pages 511-539

About this book

Introduction

This book presents efficient metaheuristic algorithms for optimal design of structures. Many of these algorithms are developed by the author and his colleagues, consisting of Democratic Particle Swarm Optimization, Charged System Search, Magnetic Charged System Search, Field of Forces Optimization, Dolphin Echolocation Optimization, Colliding Bodies Optimization, Ray Optimization. These are presented together with algorithms which were developed by other authors and have been successfully applied to various optimization problems. These consist of Particle Swarm Optimization, Big Bang-Big Crunch Algorithm, Cuckoo Search Optimization, Imperialist Competitive Algorithm, and Chaos Embedded Metaheuristic Algorithms. Finally a multi-objective optimization method is presented to solve large-scale structural problems based on the Charged System Search algorithm.

The concepts and algorithms presented in this book are not only applicable to optimization of skeletal structures and finite element models, but can equally be utilized for optimal design of other systems such as hydraulic and electrical networks.

In the second edition seven new chapters are added consisting of the new developments in the field of optimization. These chapters consist of the Enhanced Colliding Bodies Optimization, Global Sensitivity Analysis, Tug of War Optimization, Water Evaporation Optimization, Vibrating Particle System Optimization and Cyclical Parthenogenesis Optimization algorithms. A chapter is also devoted to optimal design of large scale structures.

Keywords

Meta-heuristic Algorithms Multi-objective Optimization Algorithms Optimization Problems Optimization Algorithms Colliding Bodies Optimization

Authors and affiliations

  • A. Kaveh
    • 1
  1. 1.School of Civil Engineering, Centre of Excellence for Fundamental Studies in Structural EngineeringIran University of Science and TechnologyTehranIran

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-46173-1
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-46172-4
  • Online ISBN 978-3-319-46173-1
  • Buy this book on publisher's site