Kniha Evolutionary Computation 2020 Gai-Ge Wang

Evolutionary Computation 2020

Jazyk: Angličtina
Vazba: Pevná
Vydavatel: MDPI AG
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 759
Intelligent optimization is based on the mechanism of computational intelligence to refine a suitabl...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2021
Stránek
442
EAN
9783036523941
ISBN
3036523944
Enbook ID
38394302
Vydavatel
Hmotnost
1148
Rozměry
170 x 244 x 33

Kompletní popis

Intelligent optimization is based on the mechanism of computational intelligence to refine a suitable feature model, design an effective optimization algorithm, and then to obtain an optimal or satisfactory solution to a complex problem. Intelligent algorithms are key tools to ensure global optimization quality, fast optimization efficiency and robust optimization performance. Intelligent optimization algorithms have been studied by many researchers, leading to improvements in the performance of algorithms such as the evolutionary algorithm, whale optimization algorithm, differential evolution algorithm, and particle swarm optimization. Studies in this arena have also resulted in breakthroughs in solving complex problems including the green shop scheduling problem, the severe nonlinear problem in one-dimensional geodesic electromagnetic inversion, error and bug finding problem in software, the 0-1 backpack problem, traveler problem, and logistics distribution center siting problem. The editors are confident that this book can open a new avenue for further improvement and discoveries in the area of intelligent algorithms. The book is a valuable resource for researchers interested in understanding the principles and design of intelligent algorithms.

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