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Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control: Volume 1 (Emergence, Complexity and Computation, 50) - Hardcover
Synopsis
This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes essential for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages and processes, offering a comprehensive discussion of various approaches supported by extensive literature.
The authors note a scarcity of literature addressing the trade-offs between exploration and exploitation with contemporary references, making this work particularly valuable. It aims to deepen the reader's understanding of evolutionary computing, emphasizing exploration, exploitation, and parameter control. It is relevant not only to algorithm developers and the evolutionary computation community but also to students and researchers across scientific disciplines. The book is designed to be accessible to those without extensive algorithm development backgrounds, providing theoretical and practical insights into optimization methods.
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From the Back Cover
This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes crucial for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages, offering a comprehensive discussion of various approaches supported by extensive literature.
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Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control (eng)
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Into a Deeper Understanding of Evolutionary Computing : Exploration, Exploitation and Parameter Control
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Into a Deeper Understanding of Evolutionary Computing : Exploration, Exploitation and Parameter Control
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Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control (Hardcover)
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ISBN 10: 3031740122
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Hardcover. Condition: new. Hardcover. This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes essential for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages and processes, offering a comprehensive discussion of various approaches supported by extensive literature.The authors note a scarcity of literature addressing the trade-offs between exploration and exploitation with contemporary references, making this work particularly valuable. It aims to deepen the reader's understanding of evolutionary computing, emphasizing exploration, exploitation, and parameter control. It is relevant not only to algorithm developers and the evolutionary computation community but also to students and researchers across scientific disciplines. The book is designed to be accessible to those without extensive algorithm development backgrounds, providing theoretical and practical insights into optimization methods. This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9783031740121
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Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation and Parameter Control
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Into a Deeper Understanding of Evolutionary Computing : Exploration, Exploitation and Parameter Control
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Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes essential for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages and processes, offering a comprehensive discussion of various approaches supported by extensive literature.The authors note a scarcity of literature addressing the trade-offs between exploration and exploitation with contemporary references, making this work particularly valuable. It aims to deepen the reader's understanding of evolutionary computing, emphasizing exploration, exploitation, and parameter control. It is relevant not only to algorithm developers and the evolutionary computation community but also to students and researchers across scientific disciplines. The book is designed to be accessible to those without extensive algorithm development backgrounds, providing theoretical and practical insights into optimization methods. 332 pp. Englisch. Seller Inventory # 9783031740121
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Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation and Parameter Control
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Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control | Volume 1
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Buch. Condition: Neu. Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control | Volume 1 | Abdul Hanif Abdul Halim (u. a.) | Buch | Emergence, Complexity and Computation | xx | Englisch | 2024 | Springer | EAN 9783031740121 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Seller Inventory # 129993446
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