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HOW TO DESIGN OPTIMIZATION ALGORITHMS BY APPLYING NATURAL BEHAVIORAL PATTERNS

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Omidvar, Rohollah
Otros Autores: Bidgoli, Behrouz Minaei
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [S.l.] : BENTHAM SCIENCE PUBLISHER, 2021.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a HOW TO DESIGN OPTIMIZATION ALGORITHMS BY APPLYING NATURAL BEHAVIORAL PATTERNS  |h [electronic resource]. 
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300 |a 1 online resource 
505 0 |a Intro -- CONTENTS -- Cover -- Title -- Copyright -- End User License Agreement -- Contents -- Foreword -- Preface -- Dedication -- Introduction to Optimization -- Nature and Optimization Algorithms -- How to Formulate Natural Ideas in Several Algorithms -- 3.1. SSPCO ALGORITHM (SEE-SEE PARTRIDGE) -- 3.2. SIMULATION RESULTS -- 3.3. CHAOTIC SSPCO ALGORITHM -- 3.4. THE FIRST METHOD: CHAOTIC SSPCO ALGORITHM -- 3.5. THE SECOND EQUATION: CHAOTIC SSPCO -- 3.6. SIMULATION AND RESULTS -- 3.7. DATA CLUSTERING USING BY CHAOTIC SSPCO ALGORITHM -- 3.8. FITNESS FUNCTION -- 3.9. EXPERIMENTAL STUDY 
505 8 |a 3.10. RESULTS AND DISCUSSIONS -- 3.11. T-TEST -- 3.12. FRIEDMAN TEST -- 3.13. A CLUSTERING APPROACH BY SSPCO OPTIMIZATION ALGORITHM BASED ON CHAOTIC INITIAL POPULATION -- 3.14. FITNESS FUNCTION -- 3.15. EXPERIMENTAL STUDY -- 3.16. RESULTS AND DISCUSSIONS -- 3.17. T-TEST -- 3.18. TRAVELING SALESMAN PROBLEM -- 3.19. SIMULATION AND RESULTS -- 3.20. ESCAPE FROM HUNTER PARTICLE SWARM OPTIMIZATION -- 3.21. EXPERIMENTAL RESULT -- 3.22. PROVIDING A BIRD ALGORITHM BASED ON CLASSICAL CONDITIONING LEARNING BEHAVIOUR -- 3.23. SIMULATION AND RESULTS 
505 8 |a How to Transform the Behaviour in Nature into the Algorithm -- 4.1. CHAOTIC INTIAL POPULATION -- 4.2. CHAOTIC CREATION OF FOOD SOURCES -- Conclusion -- References -- REFERENCES -- Subject Index -- Back Cover 
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