Chaotic Meta-heuristic Algorithms for Optimal Design of Structures (Studies in Computational Intelligence Book 1129) free ebook download.

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Chaotic Meta-heuristic Algorithms for Optimal Design of Structures (Studies in Computational Intelligence Book 1129) free ebook download

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Author(s):	Ali Kaveh, Hossein Yousefpoor

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	B0CMC749LP
Pages:	454	OCR:		Quality:		ISBN13:
Uploader:	rubybook	Upload Date:	2/10/2024 3:17:08 AM

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B0CMC749LP pdf
In this book, various chaos maps are embedded in eleven efficient and well-known metaheuristics and a significant improvement in the optimization results is achieved. The two basic steps of metaheuristic algorithms consist of exploration and exploitation. The imbalance between these stages causes serious problems for metaheuristic algorithms, which are immature convergence and stopping in local optima. Chaos maps with chaotic jumps can save algorithms from being trapped in local optima and lead to convergence toward global optima. Embedding these maps in the exploration phase, exploitation phase, or both simultaneously corresponds to three efficient and useful scenarios. By creating competition between different modes and increasing diversity in the search space and creating sudden jumps in the search phase, improvements are achieved for chaotic algorithms. Four Chaotic Algorithms, including Chaotic Cyclical Parthenogenesis Algorithm, Chaotic Water Evaporation Optimization, Chaotic Tug-of-War Optimization, and Chaotic Thermal Exchange Optimization are developed.

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3233163	Download	https://nitroflare.com/view/811F639AB0C2...		16.00	rubybook

Tags: Algorithms Chaotic Computational Design Intelligence Meta-heuristic Optimal Structures Studies

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