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Advanced Metaheuristics: Novel Approaches for Complex Problem Solving
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Advanced Metaheuristics: Novel Approaches for Complex Problem Solving

Book Details

Format Hardback or Cased Book
ISBN-10 3031892836
ISBN-13 9783031892837
Publisher Springer International Publishing AG
Imprint Springer International Publishing AG
Country of Manufacture GB
Country of Publication GB
Publication Date May 18th, 2025
Print length 228 Pages
Product Classification: Artificial intelligence
Ksh 27,000.00 Werezi Extended Catalogue

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This book examines a series of strategies designed to enhance metaheuristic algorithms, focusing on critical aspects such as initialization methods, the incorporation of Evolutionary Game Theory to develop novel search mechanisms, and the application of learning concepts to refine evolutionary operators. Furthermore, it emphasizes the significance of diversity and opposition in preventing premature convergence and improving algorithmic efficiency. These strategies collectively contribute to the development of more adaptive and robust optimization techniques. The book was designed from a teaching standpoint, making it suitable for undergraduate and postgraduate students in Science, Electrical Engineering, or Computational Mathematics. Furthermore, engineering practitioners unfamiliar with metaheuristic computations will find value in the application of these techniques to address complex real-world engineering problems, extending beyond theoretical constructs.

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