03491nam a22005295i 4500 978-3-031-48918-1 DE-He213 20251030111406.0 cr nn 008mamaa 240129s2024 sz | s |||| 0|eng d 9783031489181 978-3-031-48918-1 10.1007/978-3-031-48918-1 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Kaveh, Ali. author. aut http://id.loc.gov/vocabulary/relators/aut 70082 Chaotic Meta-heuristic Algorithms for Optimal Design of Structures [electronic resource] / by Ali Kaveh, Hossein Yousefpoor. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XII, 342 p. 153 illus., 149 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Studies in Computational Intelligence, 1860-9503 ; 1129 Introduction -- Chaotic Maps and Meta-Heuristic Algorithms -- Chaotic Cyclical Parthenogenesis Algorithm -- Chaotic Teaching Learning-Based Optimization -- Chaotic Biogeography Based Optimization -- Chaotic Differential Evolution -- Chaotic Water Evaporation Optimization -- Chaotic Artificial Bees Colony -- Chaotic Imperialist Competitive Algorithm. 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. Computational intelligence. 64052 Mathematical optimization. 65522 Computational Intelligence. 64052 Optimization. 65528 Yousefpoor, Hossein. author. aut http://id.loc.gov/vocabulary/relators/aut 70083 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031489174 Printed edition: 9783031489198 Printed edition: 9783031489204 Studies in Computational Intelligence, 1860-9503 ; 1129 68854 https://doi.org/10.1007/978-3-031-48918-1 ZDB-2-INR ZDB-2-SXIT 57352 57352