Capacitated Planned Maintenance [electronic resource] : Models, Optimization Algorithms, Combinatorial and Polyhedral Properties

• Tác giả: Torben Kuschel
• ISBN-13: 978-3319402895
• Ký hiệu phân loại: 658.403 Decision making and information management
• Thông tin xuất bản: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Mô tả vật lý: XXIX, 286 p. 17 illus., 9 illus. in color. , online resource.
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 302875
• Chủ đề: 1. Algorithms; 2. Mathematical optimization; 3. Operations research; 4. Polytopes; 5. Production management

Tóm tắt

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.