New Optimization Algorithms and their Applications Atom Based Ecosystem Based and Economics Based 1st Edition by Zhenxing Zhang, Liying Wang, Weiguo Zhao ISBN 9780323909419 0323909418

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ISBN 10: 0323909418
ISBN 13: 9780323909419
Author: Zhenxing Zhang, Liying Wang, Weiguo Zhao

New Optimization Algorithms and Applications: Atom-Based, Ecosystem-Based and Economics-Based presents the development of three new optimization algorithms – an Atom Search Optimization (ASO) algorithm, an Artificial Ecosystem-Based Optimization algorithm (AEO), a Supply Demand Based Optimization (SDO), and their applications within engineering. These algorithms are based on benchmark functions and typical engineering cases. The book describes the algorithms in detail and demonstrates how to use them in engineering. The title verifies the performance of the algorithms presented, simulation results are given, and MATLAB® codes are provided for the methods described.

Over seven chapters, the book introduces ASO, AEO and SDO, and presents benchmark functions, engineering problems, and coding. This volume offers technicians and researchers engaged in computer and intelligent algorithm work and engineering with one source of information on novel optimization algorithms.

• Presents three novel optimization algorithms for engineering
• Gives various applications and design examples for each algorithm
• Provides simulation results to verify algorithm performance
• Includes MATLAB® codes for optimization methods
• Describes the mathematical models needed

New Optimization Algorithms and their Applications Atom Based Ecosystem Based and Economics Based 1st Edition Table of contents:

Chapter 1: Introduction

Abstract

1.1: Optimization algorithms

1.2: A short outline of optimization algorithms

1.3: Organization of this book

Chapter 2: Atom search optimization algorithm

Abstract

2.1: Introduction

2.2: Basic molecular dynamics

2.3: Atom search optimization

2.4: Experimental results

2.5: Conclusions

Chapter 3: Engineering applications of atom search optimization algorithm

Abstract

3.1: Introduction

3.2: Parameter estimation for chaotic system

3.3: Circular antenna array design problem

3.4: Spread spectrum radar polyphase code design

3.5: Conclusions

Chapter 4: Artificial ecosystem-based optimization algorithm

Abstract

4.1: Introduction

4.2: Artificial ecosystem-based optimization

4.3: Results and discussion

4.4: Conclusions

Chapter 5: Engineering applications of artificial ecosystem-based optimization

Abstract

5.1: Engineering optimization using the AEO algorithm

5.2: Static economic load dispatch problem

5.3: Hydrothermal scheduling problem

5.4: Conclusions

Chapter 6: Supply-demand-based optimization

Abstract

6.1: Introduction

6.2: Supply-demand-based optimization

6.3: Experimental results and discussion

6.4: Conclusions

Chapter 7: Engineering applications of supply-demand-based optimization

Abstract

7.1: Introduction

7.2: Three-bar truss design

7.3: Cantilever beam design

7.4: Rolling element bearing design

7.5: Gear train design

7.6: Conclusions

Appendix

Appendix A: Benchmark functions

Appendix B: Engineering design problems

Appendix C: Codes in MATLAB

Index

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Tags: Zhenxing Zhang, Liying Wang, Weiguo Zhao, New Optimization Algorithms, Atom Based, Ecosystem Based, Economics Based