New Optimization Algorithms and their Applications: Atom-Based, Ecosystem-Based and Economics-Based - Softcover

Zhang, Zhenxing; Wang, Liying; Zhao, Weiguo

 
9780323909419: New Optimization Algorithms and their Applications: Atom-Based, Ecosystem-Based and Economics-Based
Softcover
ISBN 10: 0323909418 ISBN 13: 9780323909419
Publisher: Elsevier, 2021

Synopsis

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

"synopsis" may belong to another edition of this title.

About the Authors

Dr. Zhenxing Zhang is a Hydrologist, at the University of Illinois at Urbana-Champaign, USA. His research focuses on surface water supply, water availability, hydrologic modelling, and stochastic hydrology.

Liying Wang is a Professor in the School of Water Conservancy and Hydroelectric Power, at Hebei university of Engineering, in China. His research focuses on intelligent computing, hydromechanical dynamics, and water resources for optimal allocation.

Weiguo Zhao is Associate Professor in the School of Water Conservancy and Hydroelectric Power, at Hebei University of Engineering, in China. His research focuses on intelligent computing, intelligent fault diagnosis, and smart water conservancy.

From the Back Cover

Developing effective optimization techniques to solve complex engineering problems is of critical importance. New Optimization Algorithms and Applications presents the development of three new optimization algorithms - an Atom Search Optimization (ASO) algorithm; an Artificial Ecosystem-Based Optimization algorithm (AEO); and 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.

"About this title" may belong to another edition of this title.

Publisher
Elsevier
Publication date
2021
Language
English
ISBN 10 
0323909418
ISBN 13 
9780323909419
Binding
Paperback
Edition number
1
Number of pages
178