Comprehensive Metaheuristics: Algorithms and Applications
暫譯: 綜合元啟發式演算法:演算法與應用
Mirjalili, S. Ali, Gandomi, Amir Hossein
- 出版商: Academic Press
- 出版日期: 2023-02-02
- 售價: $7,180
- 貴賓價: 9.5 折 $6,821
- 語言: 英文
- 裝訂: Quality Paper - also called trade paper
- ISBN: 032391781X
- ISBN-13: 9780323917810
-
相關分類:
Algorithms-data-structures
海外代購書籍(需單獨結帳)
相關主題
商品描述
Comprehensive Metaheuristics: Algorithms and Applications presents the foundational underpinnings of metaheuristics and a broad scope of algorithms and real-world applications across a variety of research fields. The book starts with fundamentals, mathematical prerequisites, and conceptual approaches to provide readers with a solid foundation. After presenting multi-objective optimization, constrained optimization, and problem formation for metaheuristics, world-renowned authors give readers in-depth understanding of the full spectrum of algorithms and techniques. Scientists, researchers, academicians, and practitioners who are interested in optimizing a process or procedure to achieve a goal will benefit from the case studies of real-world applications from different domains.
The book takes a much-needed holistic approach, putting the most widely used metaheuristic algorithms together with an in-depth treatise on multi-disciplinary applications of metaheuristics. Each algorithm is thoroughly analyzed to observe its behavior, providing a detailed tutorial on how to solve problems using metaheuristics. New case studies and research problem statements are also discussed, which will help researchers in their application of the concepts.
商品描述(中文翻譯)
《綜合元啟發式演算法:演算法與應用》介紹了元啟發式的基礎理論以及在多個研究領域中的廣泛演算法和實際應用。這本書從基本概念、數學前提和概念方法開始,為讀者提供堅實的基礎。在介紹多目標優化、受限優化和元啟發式問題的形成後,世界知名的作者為讀者提供了對各種演算法和技術的深入理解。對於希望優化過程或程序以達成目標的科學家、研究人員、學者和實務工作者來說,來自不同領域的實際應用案例研究將帶來益處。
本書採取了急需的整體方法,將最廣泛使用的元啟發式演算法與元啟發式的多學科應用深入探討相結合。每個演算法都經過徹底分析,以觀察其行為,並提供詳細的教程,說明如何使用元啟發式解決問題。書中還討論了新的案例研究和研究問題陳述,這將幫助研究人員在應用這些概念時。