New Metaheuristic Schemes: Mechanisms and Applications
暫譯: 新型元啟發式方案:機制與應用
Cuevas, Erik, Zaldívar, Daniel, Pérez-Cisneros, Marco
- 出版商: Springer
- 出版日期: 2024-11-07
- 售價: $6,440
- 貴賓價: 9.5 折 $6,118
- 語言: 英文
- 頁數: 268
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031455630
- ISBN-13: 9783031455636
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商品描述
Recently, novel metaheuristic techniques have emerged in response to the limitations of conventional approaches, leading to enhanced outcomes. These new methods introduce interesting mechanisms and innovative collaborative strategies that facilitate the efficient exploration and exploitation of extensive search spaces characterized by numerous dimensions. The objective of this book is to present advancements that discuss novel alternative metaheuristic developments that have demonstrated their effectiveness in tackling various complex problems. This book encompasses a variety of emerging metaheuristic methods and their practical applications. The content is presented from a teaching perspective, making it particularly suitable for undergraduate and postgraduate students in fields such as science, electrical engineering, and computational mathematics. The book aligns well with courses in artificial intelligence, electrical engineering, and evolutionary computation. Furthermore, the material offers valuable insights to researchers within the metaheuristic and engineering communities. Similarly, engineering practitioners unfamiliar with metaheuristic computation concepts will recognize the pragmatic value of the discussed techniques. These methods transcend mere theoretical tools that have been adapted to effectively address the significant real-world problems commonly encountered in engineering domains.
商品描述(中文翻譯)
最近,新的元啟發式技術應運而生,以應對傳統方法的局限性,從而提升結果。這些新方法引入了有趣的機制和創新的協作策略,促進了對特徵為多維的廣泛搜索空間的高效探索和利用。本書的目的是介紹討論新穎替代元啟發式發展的進展,這些發展已證明在解決各種複雜問題方面的有效性。本書涵蓋了各種新興的元啟發式方法及其實際應用。內容以教學的角度呈現,特別適合科學、電機工程和計算數學等領域的本科生和研究生。本書與人工智慧、電機工程和進化計算等課程非常契合。此外,這些材料為元啟發式和工程社群的研究人員提供了寶貴的見解。同樣,對於不熟悉元啟發式計算概念的工程實務工作者來說,所討論的技術也將展現其實用價值。這些方法超越了僅僅是理論工具,已被調整以有效解決工程領域中常見的重大現實問題。