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

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. Presents three novel optimization algorithms for engineeringGives various applications and design examples for each algorithmProvides simulation results to verify algorithm performanceIncludes MATLAB® codes for the optimization methodsDescribes the mathematical models needed INDICE: 1. Introduction 2. Atom Search Optimization Algorithm 3. Engineering applications of atom search optimization algorithm 4. Artificial ecosystem-based optimization algorithm 5. Engineering Applications of Artificial Ecosystem-Based Optimization Algorithm 6. Supply-Demand-Based Optimization 7. Engineering applications of Supply-Demand-Based Optimization Appendix A. Benchmark Functions B. Engineering Design Problems C. Codes in MATLAB

• ISBN: 978-0-323-90941-9
• Editorial: Elsevier
• Encuadernacion: Rústica
• Páginas: 170
• Fecha Publicación: 01/05/2021
• Nº Volúmenes: 1
• Idioma: Inglés