Flowshop Group Scheduling: Sequence Dependent Setup Times
暫譯: 流程工廠群組排程：序列相依設定時間
Gupta, Jatinder N. D., Schaller, Jeffrey E.
- 出版商: Springer
- 出版日期: 2026-10-14
- 售價: $3,410
- 貴賓價: 9.5 折 $3,239
- 語言: 英文
- 頁數: 241
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032203279
- ISBN-13: 9783032203274
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相關分類:
Algorithms-data-structures
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商品描述
This book provides a comprehensive exploration of permutation flowshop group scheduling, focusing on sequence-dependent setup times (SDST) to minimize makespan and total completion time. Grounded in Group Technology philosophy, it bridges the gap between theoretical rigor and industrial practice, synthesizing over fifty years of research.
The text covers foundational scheduling concepts, computational complexity, and the formal classification of the Flowshop Group Scheduling Problem. It details exact and heuristic solution methodologies, including Mixed-Integer Linear Programming, sophisticated lower-bounding techniques, constructive heuristics, and metaheuristics like Tabu Search and Genetic Algorithms. Innovations include using inserted machine idle times to minimize makespan under SDST constraints.
Unique features include consideration of carryover setups, which are critical in electronics manufacturing, such as Printed Circuit Board assembly. Applications extend beyond manufacturing to service sectors like healthcare and cloud processing. Concluding with the "AI Revolution," the book recommends Deep Reinforcement Learning for real-time decision-making.
This book is designed as a definitive reference for students, researchers, and software developers, as well as professionals and consultants seeking a higher-level understanding of shop floor control and intelligent systems innovation.
商品描述(中文翻譯)
本書全面探討排列型流程工廠群組排程（permutation flowshop group scheduling），著重於序列相依設定時間（sequence-dependent setup times, SDST），以最小化最大完工時間（makespan）與總完工時間。以群組技術（Group Technology）哲學為基礎，本書整合超過五十年的研究成果，彌合理論嚴謹性與產業實務之間的差距。
本書涵蓋排程的基礎概念、計算複雜度，以及流程工廠群組排程問題（Flowshop Group Scheduling Problem）的正式分類。內容詳述精確解法與啟發式解法，包括混合整數線性規劃（Mixed-Integer Linear Programming）、先進的下界估算技術、建構式啟發法，以及禁忌搜尋（Tabu Search）和基因演算法（Genetic Algorithms）等後設啟發式方法。本書的創新之處包括：在 SDST 限制下，利用插入機器閒置時間來最小化最大完工時間。
本書的獨特特色之一，是納入延續設定（carryover setups）的考量；這對印刷電路板（Printed Circuit Board）組裝等電子製造領域尤其重要。相關應用不僅涵蓋製造業，也延伸至醫療照護與雲端處理等服務產業。本書以「AI Revolution」作結，並建議採用深度強化學習（Deep Reinforcement Learning）進行即時決策。
本書適合作為學生、研究人員與軟體開發人員的權威參考資料，也適合希望深入了解現場控制（shop floor control）與智慧系統創新的業界專業人士及顧問。
作者簡介
Jatinder N. D. Gupta is an Emeritus Professor and Eminent Scholar in Management of Technology, Information Systems, Industrial and Systems Engineering, and Engineering Management, and the former Director of Integrated Enterprise Lab at the University of Alabama in Huntsville, Alabama, USA. He has published extensively in international journals, including Production and Operations Management, Journal of Management Information Systems, International Journal of Information Management, AIIE Transactions, Operations Research, Annals of Operations Research, and Mathematics of Operations Research. Recipient of the outstanding teaching, faculty, researcher, service, and lifetime distinguished educator awards, he is the author and editor of several books. In addition to his academic career, Dr. Gupta has served in industry and government and has acted as a consultant to several of these organizations, bridging the gap between academic research and practical applications. Dr. Gupta has held elected and appointed positions in several professional societies, including serving as the President of the Production and Operations Management Society (POMS) and the President of the Decision Sciences Institute (DSI). He is a Fellow of POMS and DSI.
Jeffrey E. Schaller is an Emeritus Professor of Operations Management at Eastern Connecticut State University, USA. He held various Operations Management positions with the Singer Company, Becton Dickinson Company, and Cooper Industries. He has published articles in the Annals of Operations Research, International Journal of Production Research, European Journal of Operational Research, Computers and Industrial Engineering, Target Magazine, and The Journal of Enterprise Resource Management. Dr. Schaller is a member of the Decision Science Institute, INFORMS, ASCM, and AME.
作者簡介(中文翻譯)
Jatinder N. D. Gupta 是美國阿拉巴馬州亨茨維爾市 University of Alabama in Huntsville 的管理科學技術、資訊系統、工業與系統工程及工程管理榮譽教授與傑出學者，並曾擔任 Integrated Enterprise Lab 主任。他曾在多份國際期刊發表大量研究成果，包括 Production and Operations Management、Journal of Management Information Systems、International Journal of Information Management、AIIE Transactions、Operations Research、Annals of Operations Research 及 Mathematics of Operations Research。他曾獲頒傑出教學、傑出教職、傑出研究、傑出服務及終身傑出教育家等獎項，並著有及編輯多本書籍。除了學術生涯之外，Gupta 博士也曾任職於企業界與政府機構，並擔任多個組織的顧問，致力於連結學術研究與實務應用之間的差距。Gupta 博士曾在多個專業學會擔任選舉及任命職務，包括擔任 Production and Operations Management Society (POMS) 主席及 Decision Sciences Institute (DSI) 主席。他是 POMS 與 DSI 的 Fellow。
Jeffrey E. Schaller 是美國 Eastern Connecticut State University 的營運管理榮譽教授。他曾在 Singer Company、Becton Dickinson Company 及 Cooper Industries 擔任多項營運管理職務。他曾於 Annals of Operations Research、International Journal of Production Research、European Journal of Operational Research、Computers and Industrial Engineering、Target Magazine 及 The Journal of Enterprise Resource Management 發表文章。Schaller 博士是 Decision Science Institute、INFORMS、ASCM 及 AME 的會員。
