Capacitated planned maintenance : models, optimization algorithms, combinatorial and polyhedral properties

• 作者： Kuschel, Torben, author.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • Lecture notes in economics and mathematical systems ;
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Lecture notes in economics and mathematical systems,686
• 主題： Plant maintenance--Planning. , Business and Management. , Operation Research/Decision Theory. , Optimization. , Production. , Algorithm Analysis and Problem Complexity. , Polytopes. , Combinatorics.
• ISBN： 9783319402895 (electronic bk.) 、 9783319402888 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Introduction -- The Capacitated Planned Maintenance Problem -- Known concepts and solution techniques -- The Weighted Uncapacitated Planned Maintenance Problem -- Analyzing the solvability of the Capacitated Planned Maintenance Problem -- Algorithms for the Capacitated Planned Maintenance Problem -- Computations for the Capacitated Planned Maintenance Problem -- Final remarks and future perspectives.
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• 摘要註: This book examines the problem of maintenance planning and scheduling in industrial production systems. It presents two practically relevant, deterministic mathematical models: the capacitated planned maintenance problem (CPMP) and the weighted uncapacitated planned maintenance problem (WUPMP) It introduces specific optimization algorithms such as construction heuristics, Lagrangean and tabu search metaheuristics. A problem independent hybrid approach links and alternates between two Lagrangean relaxations. It also analyzes the solvability with respect to the computational complexity of several problem classes, polyhedral properties and lower bounds. Computational studies demonstrate the performance of the heuristics, lower bounds, subgradients obtained from heuristics and the quality of dual information. This unique book includes implementation details and an introduction to the necessary theory making it suitable for upper undergraduate students.
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