Automated Scheduling and Planning: From Theory to Practice (Studies in Computational Intelligence)
暫譯: 自動排程與規劃:從理論到實踐(計算智慧研究)
- 出版商: Springer
- 出版日期: 2015-02-08
- 售價: $4,200
- 貴賓價: 9.5 折 $3,990
- 語言: 英文
- 頁數: 320
- 裝訂: Paperback
- ISBN: 3642435963
- ISBN-13: 9783642435966
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商品描述
Solving scheduling problems has long presented a challenge for computer scientists and operations researchers. The field continues to expand as researchers and practitioners examine ever more challenging problems and develop automated methods capable of solving them. This book provides 11 case studies in automated scheduling, submitted by leading researchers from across the world. Each case study examines a challenging real-world problem by analysing the problem in detail before investigating how the problem may be solved using state of the art techniques.The areas covered include aircraft scheduling, microprocessor instruction scheduling, sports fixture scheduling, exam scheduling, personnel scheduling and production scheduling. Problem solving methodologies covered include exact as well as (meta)heuristic approaches, such as local search techniques, linear programming, genetic algorithms and ant colony optimisation.The field of automated scheduling has the potential to impact many aspects of our lives and work; this book highlights contributions to the field by world class researchers.
商品描述(中文翻譯)
解決排程問題長久以來一直是計算機科學家和運籌學研究者面臨的挑戰。隨著研究人員和實務工作者不斷探討更具挑戰性的問題並開發能夠解決這些問題的自動化方法,這個領域持續擴展。本書提供了11個自動化排程的案例研究,這些案例由來自世界各地的領先研究者提交。每個案例研究都詳細分析了一個具有挑戰性的現實問題,然後探討如何使用最先進的技術來解決該問題。涵蓋的領域包括飛機排程、微處理器指令排程、體育賽事排程、考試排程、人員排程和生產排程。所涵蓋的問題解決方法包括精確方法以及(元)啟發式方法,例如局部搜尋技術、線性規劃、遺傳演算法和蟻群優化。自動化排程領域有潛力影響我們生活和工作的許多方面;本書突顯了世界級研究者對該領域的貢獻。