Metaheuristics for Scheduling in Industrial and Manufacturing Applications

Author:   Fatos Xhafa ,  Ajith Abraham
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   Softcover reprint of hardcover 1st ed. 2008
Volume:   128
ISBN:  

9783642097782


Pages:   346
Publication Date:   22 November 2010
Format:   Paperback
Availability:   Out of print, replaced by POD   Availability explained
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Metaheuristics for Scheduling in Industrial and Manufacturing Applications


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Overview

During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch!Schedulingappears in many areas of science, engineering and industry and takes di?erent forms depending on the restrictions and optimization criteria of the operating en- ronments [8]. For instance, in optimization and computer science, scheduling has been de?ned as “the allocation of tasks to resources over time in order to achieve optimality in one or more objective criteria in an e?cient way” and in production as “production schedule, i. e. , the planning of the production or the sequence of operations according to which jobs pass through machines and is optimal with respect to certain optimization criteria. ” Although there is a standardized form of stating any scheduling problem, namely “e?cient allocation ofn jobs onm machines –which can process no more than one activity at a time– with the objective to optimize some - jective function of the job completion times”, scheduling is in fact a family of problems. Indeed, several parameters intervene in the problem de?nition: (a) job characteristics (preemptive or not, precedence constraints, release dates, etc. ); (b) resource environment (single vs. parallel machines, un- lated machines, identical or uniform machines, etc. ); (c) optimization criteria (minimize total tardiness, the number of late jobs, makespan, ?owtime, etc. ; maximize resource utilization, etc. ); and, (d) scheduling environment (static vs. dynamic,intheformerthenumberofjobstobeconsideredandtheirready times are available while in the later the number of jobs and their charact- istics change over time).

Full Product Details

Author:   Fatos Xhafa ,  Ajith Abraham
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of hardcover 1st ed. 2008
Volume:   128
Dimensions:   Width: 15.50cm , Height: 1.90cm , Length: 23.50cm
Weight:   0.569kg
ISBN:  

9783642097782


ISBN 10:   3642097782
Pages:   346
Publication Date:   22 November 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of print, replaced by POD   Availability explained
We will order this item for you from a manufatured on demand supplier.

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Reviews

From the reviews: This balanced collection of 13 chapters presents quality research, with each chapter describing an industrial or manufacturing case related to scheduling. ... The use of heuristics is very appropriate for most scheduling problems ... . The problems, methods, and approaches presented in the book are very diverse, offering a good starting point for solving most practical scheduling problems. ... An advantage of the book--the diversity of the problems and solutions presented ... . (Waldemar Koczkodaj, ACM Computing Reviews, October, 2009)


From the reviews: This balanced collection of 13 chapters presents quality research, with each chapter describing an industrial or manufacturing case related to scheduling. ! The use of heuristics is very appropriate for most scheduling problems ! . The problems, methods, and approaches presented in the book are very diverse, offering a good starting point for solving most practical scheduling problems. ! An advantage of the book--the diversity of the problems and solutions presented ! . (Waldemar Koczkodaj, ACM Computing Reviews, October, 2009)


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