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Record Nr. |
UNINA9910806193003321 |
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Autore |
Kaveh Ali |
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Titolo |
Chaotic Meta-Heuristic Algorithms for Optimal Design of Structures |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing AG, , 2024 |
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©2024 |
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ISBN |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (349 pages) |
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Collana |
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Studies in Computational Intelligence Series ; ; v.1129 |
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Altri autori (Persone) |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Intro -- Preface -- Contents -- 1 Introduction -- 1.1 Introduction -- 1.2 Traditional Optimization and Meta-heuristic Optimization -- 1.3 Chaotically Enhanced Meta-heuristic Algorithms -- 1.4 Chaos Embedded Meta-heuristic Algorithms for Optimal Design and Goals of This Book -- 1.5 Organization of the Present Book -- References -- 2 Chaotic Maps and Meta-heuristic Algorithms -- 2.1 Introduction -- 2.2 Chaotic Systems -- 2.2.1 Scientific History of Chaos Theory -- 2.2.2 Characteristics of Chaotic System -- 2.2.3 Bifurcation on Chaotic System -- 2.2.4 Attractor on Chaotic System -- 2.3 Introduction Chaos Maps and Forming Chaos Series -- 2.3.1 Logistic Map -- 2.3.2 Tent Map -- 2.3.3 Gauss Map -- 2.3.4 Liebovitch Map -- 2.3.5 Chebyshev Map -- 2.3.6 Sinusoidal Map -- 2.3.7 Piecewise Map -- 2.3.8 Lorens Attractor System -- 2.4 Chaos Series and Alternative Scenarios -- 2.5 Meta-heuristic Algorithms and Chaos Map -- 2.6 Concluding Remarks -- References -- 3 Chaotic Cyclical Parthenogenesis Algorithm -- 3.1 Introduction -- 3.2 Standard Cyclical Parthenogenesis Algorithm (CPA) -- 3.3 Basic Steps of Cyclical Parthenogenesis Algorithm -- 3.4 Chaos Enhanced Cyclical Parthenogenesis Algorithm (CCPA) -- 3.5 Constructive Role of Chaos Functions in Sensitivity Analysis -- 3.6 Truss Weight Optimization with Static Constraints -- 3.6.1 Formulation of the Structural Optimization Problems -- 3.6.2 Introduction of Selected Chaos Map -- 3.6.3 Numerical Examples of Optimal Truss Design -- 3.7 Truss Weight Optimization with Multiple Frequency Constraints -- 3.7.1 Formulation of the Structural Optimization |
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