Chaotic Meta-heuristic Algorithms for Optimal Design of Structures (eBook, PDF)

Chaotic Meta-heuristic Algorithms for Optimal Design of Structures (eBook, PDF)

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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 pha...

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