Capacitated Planned Maintenance

£44.99

Capacitated Planned Maintenance

Models, Optimization Algorithms, Combinatorial and Polyhedral Properties

Management decision making Production and quality control management Operational research Discrete mathematics Geometry Optimization Algorithms and data structures

Author: Torben Kuschel

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Collection: Lecture Notes in Economics and Mathematical Systems

Language: English

Published by: Springer

Published on: 8th November 2016

Format: LCP-protected ePub

Size: 3 Mb

ISBN: 9783319402895


Introduction

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).

Optimization Algorithms

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.

Analysis and Studies

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.

Additional 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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