Metaheuristics
暫譯: 元啟發式演算法
- 出版商: Springer
- 出版日期: 2017-01-02
- 售價: $6,780
- 貴賓價: 9.5 折 $6,441
- 語言: 英文
- 頁數: 489
- 裝訂: Hardcover
- ISBN: 3319454013
- ISBN-13: 9783319454016
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商品描述
Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the field, the contributed chapters in this book include explanations of the main metaheuristics techniques, including simulated annealing, tabu search, evolutionary algorithms, artificial ants, and particle swarms, followed by chapters that demonstrate their applications to problems such as multiobjective optimization, logistics, vehicle routing, and air traffic management.
The authors are leading researchers in this domain, with considerable teaching and applications experience, and the book will be of value to industrial practitioners, graduate students, and research academics.
商品描述(中文翻譯)
Metaheuristics 展現出簡單性、易於平行化及能夠應用於不同類型優化問題的良好特性。在對該領域進行全面介紹後,本書的貢獻章節包括對主要的 metaheuristics 技術的解釋,包括模擬退火 (simulated annealing)、禁忌搜尋 (tabu search)、進化演算法 (evolutionary algorithms)、人工蟻 (artificial ants) 和粒子群 (particle swarms),隨後的章節展示了它們在多目標優化 (multiobjective optimization)、物流 (logistics)、車輛路徑規劃 (vehicle routing) 和空中交通管理 (air traffic management) 等問題上的應用。
作者是該領域的領先研究者,擁有相當的教學和應用經驗,本書將對產業實務工作者、研究生及學術研究者具有價值。