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New optimization algorithms and its applications : atom-based, ecosystem-based and economics-based /
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 (S...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam :
Elsevier,
2021.
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| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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. |
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| Notas: | <p>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</p> <p>Appendix A. Benchmark Functions B. Engineering Design Problems C. Codes in MATLAB</p> |
| Descripción Física: | 1 online resource |
| ISBN: | 0323909426 9780323909419 0323909418 9780323909426 |