E-Book, Englisch, Band 686, 288 Seiten
Kuschel Capacitated Planned Maintenance
1. Auflage 2017
ISBN: 978-3-319-40289-5
Verlag: Springer Nature Switzerland
Format: PDF
Kopierschutz: 1 - PDF Watermark
Models, Optimization Algorithms, Combinatorial and Polyhedral Properties
E-Book, Englisch, Band 686, 288 Seiten
Reihe: Lecture Notes in Economics and Mathematical Systems
ISBN: 978-3-319-40289-5
Verlag: Springer Nature Switzerland
Format: PDF
Kopierschutz: 1 - PDF Watermark
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.
Torben Kuschel's academic passion is Operations Research and Operations Management since 2004. He is a researcher at the University of Wuppertal, Germany. Privately he enjoys playing guitar, building electronic gadgets for it and studying Physics and Chemistry.
