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

Zhang, Zhenxing; Wang, Liying; Zhao, Weiguo

Softcover

ISBN 10: 0323909418 ISBN 13: 9780323909419

Verlag: Elsevier, 2021

Inhaltsangabe

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

Über diesen Titel

Über die Autorinnen und Autoren

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.

Von der hinteren Coverseite

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.

Details zur Ausgabe

• Verlag: Elsevier
• Erscheinungsdatum: 2021
• Sprache: Englisch
• ISBN 10: 0323909418
• ISBN 13: 9780323909419
• Einband: Tapa blanda
• Auflage: 1
• Anzahl der Seiten: 178
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Barbara Criscuolo; b.criscuolo@lswr.it; ; Via Spadolini, 7; Milano; 20141; Italien