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

Autor Zhenxing Zhang, Liying Wang, Weiguo Zhao
en Limba Engleză Paperback – 27 iul 2021
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
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Specificații

ISBN-13: 9780323909419
ISBN-10: 0323909418
Pagini: 178
Dimensiuni: 152 x 229 mm
Greutate: 0.25 kg
Editura: ELSEVIER SCIENCE

Cuprins

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