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Viac informácií o knihe Differential Evolution: From Theory to Practice

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Anotácia knihy

This book addresses and disseminates state-of-the-art research and development of differential evolution (DE) and its recent advances, such as the development of adaptive, self-adaptive and hybrid techniques. Differential evolution is a population-based meta-heuristic technique for global optimization capable of handling non-differentiable, non-linear and multi-modal objective functions. Many advances have been made recently in differential evolution, from theory to applications. This book comprises contributions which include theoretical developments in DE, performance comparisons of DE, hybrid DE approaches, parallel and distributed DE for multi-objective optimization, software implementations, and real-world applications. The book is useful for researchers, practitioners, and students in disciplines such as optimization, heuristics, operations research and natural computing.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer science Artificial intelligence

• Celý názov: Differential Evolution: From Theory to Practice
• Autor: B. Vinoth Kumar, Diego Oliva, P. N. Suganthan
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 381
• EAN: 9789811680816
• ID: 38573643
• Nakladateľ: Springer Verlag, Singapore
• Hmotnosť: 758 g
• Rozmery: 235 × 155 × 27 mm
• Dátum vydania: 26. January 2022

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