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Rescheduling Under Disruptions in Manufacturing Systems
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Rescheduling Under Disruptions in Manufacturing Systems

Dujuan Wang, Yunqiang Yin, Yaochu Jin (Gebundene Ausgabe, Englisch)

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Beschreibung
This book provides an introduction to the models, methods, and results of some rescheduling problems in the presence of unexpected disruption events, including job unavailability, arrival of new jobs, and machine breakdown. The occurrence of these unexpected disruptions may cause a change in the planned schedule, which may render the originally feasible schedule infeasible. Rescheduling, which…  involves adjusting the original schedule to account for a disruption, is necessary in order to minimize the effects of the disruption on the performance of the system. This involves a trade-off between finding a cost-effective new schedule and avoiding excessive changes to the original schedule. This book views scheduling theory as practical theory, and it has made sure to emphasize the practical aspects of its topic coverage. Thus, this book considers some scenarios existing in most real-world environments, such as preventive machine maintenance, and deteriorating effect where the actual processing time of a job gets longer along with machine’s usage and age. To alleviate the effect of disruption events, some flexible strategies are adopted, including allocation extra resources to reduce job processing times or rejection the production of some jobs. For each considered scenario, depending on the model settings and on the disruption events, this book addresses the complexity, and the design of efficient exact or approximated algorithms. Especially when optimization methods and analytic tools fall short, this book stresses metaheuristics including improved elitist non-dominated sorting genetic algorithm and differential evolution algorithm. This book also provides extensive numerical studies to evaluate the performance of the proposed algorithms. The problem of rescheduling in the presence of unexpected disruption events is of great importance for the successful implementation of real-world scheduling systems. There is now an astounding body of knowledge in this field. This book is the first monograph on rescheduling. It aims at introducing the author's research achievements in rescheduling. It is written for researchers and Ph.D. students working in scheduling theory and other members of scientific community who are interested in recent scheduling models. Our goal is to enable the reader to know about some new achievements on this topic.
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Technische Daten

Erscheinungsdatum
12.03.2020
Sprache
Englisch
EAN
9789811535277
Herausgeber
Springer Singapore
Serien- oder Bandtitel
Uncertainty and Operations Research
Sonderedition
Nein
Autor
Dujuan Wang, Yunqiang Yin, Yaochu Jin
Seitenanzahl
147
Einbandart
Gebundene Ausgabe
Buch Untertitel
Models and Algorithms
Schlagwörter
Rescheduling, Pareto optimality, Preventive maintenance, Stochastic machine breakdown, Job unavailability, Dynamic programming, Fully polynomial-time approximation scheme, Dynamic scheduling, Parallel machines, Multi-objective optimization
Thema-Inhalt
KCA - Wirtschaftstheorie und -philosophie JHB - Soziologie
Höhe
235 mm
Breite
15.5 cm

Transparenz & Sicherheit

Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH

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