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Stochastic Scheduling: Expectation-Variance Analysis of a Schedule

Autor Subhash C. Sarin, Balaji Nagarajan, Lingrui Liao
en Limba Engleză Paperback – 2014
Stochastic scheduling is in the area of production scheduling. There is a dearth of work that analyzes the variability of schedules. In a stochastic environment, in which the processing time of a job is not known with certainty, a schedule is typically analyzed based on the expected value of a performance measure. This book addresses this problem and presents algorithms to determine the variability of a schedule under various machine configurations and objective functions. It is intended for graduate and advanced undergraduate students in manufacturing, operations management, applied mathematics, and computer science, and it is also a good reference book for practitioners. Computer software containing the algorithms is provided on an accompanying website for ease of student and user implementation.
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Specificații

ISBN-13: 9781107637900
ISBN-10: 1107637902
Pagini: 208
Ilustrații: 30 b/w illus. 43 tables
Dimensiuni: 178 x 254 x 11 mm
Greutate: 0.37 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States

Cuprins

1. Introduction; 2. Robust scheduling approaches to hedge against processing time uncertainty; 3. Expectation-variance analysis in stochastic multi-objective scheduling; 4. Single machine models; 5. Flow shop models; 6. Job shop models; 7. The case of general processing time distribution; 8. Concluding remarks.

Notă biografică


Descriere

This book addresses the problem of the uncertainty of processing time in a stochastic environment.