| 书目名称 | Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Cont | | 副标题 | Volume 1 | | 编辑 | Abdul Hanif Abdul Halim,Swagatam Das,Idris Ismail | | 视频video | | | 概述 | Shows review on state-of-the-art methods of improving the exploration and exploitation of search mechanisms.Highlights various concepts of the trade-off improvements.Investigates in-depth method of a | | 丛书名称 | Emergence, Complexity and Computation | | 图书封面 |  | | 描述 | .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 insig | | 出版日期 | Book 2024 | | 关键词 | Computational Intelligence; Evolutionary Computing; Statistical learning; machine learning and hyperheu | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-74013-8 | | isbn_softcover | 978-3-031-74015-2 | | isbn_ebook | 978-3-031-74013-8Series ISSN 2194-7287 Series E-ISSN 2194-7295 | | issn_series | 2194-7287 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 18:15:03
