Capacitated Planned Maintenance: Models, Optimization Algorithms, Combinatorial and Polyhedral Properties

Author:   Torben Kuschel
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2017
Volume:   686
ISBN:  

9783319402888


Pages:   286
Publication Date:   09 November 2016
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Capacitated Planned Maintenance: Models, Optimization Algorithms, Combinatorial and Polyhedral Properties


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Overview

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.

Full Product Details

Author:   Torben Kuschel
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2017
Volume:   686
Dimensions:   Width: 15.50cm , Height: 1.70cm , Length: 23.50cm
Weight:   4.803kg
ISBN:  

9783319402888


ISBN 10:   3319402889
Pages:   286
Publication Date:   09 November 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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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Author Information

Torben Kuschel's academic passion is Operations Research and Operations Management since 2004. He is a researcher at the University of Wuppertal, Germany. 

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