Stochastic Modeling and Analysis of Manufacturing Systems

Stochastic Modeling and Analysis of Manufacturing Systems
Author :
Publisher : Springer Science & Business Media
Total Pages : 369
Release :
ISBN-10 : 9781461226703
ISBN-13 : 1461226708
Rating : 4/5 (708 Downloads)

Book Synopsis Stochastic Modeling and Analysis of Manufacturing Systems by : David D. Yao

Download or read book Stochastic Modeling and Analysis of Manufacturing Systems written by David D. Yao and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manufacturing systems have become increasingly complex over recent years. This volume presents a collection of chapters which reflect the recent developments of probabilistic models and methodologies that have either been motivated by manufacturing systems research or been demonstrated to have significant potential in such research. The editor has invited a number of leading experts to present detailed expositions of specific topics. These include: Jackson networks, fluid models, diffusion and strong approximations, the GSMP framework, stochastic convexity and majorization, perturbation analysis, scheduling via Brownian models, and re-entrant lines and dynamic scheduling. Each chapter has been written with graduate students in mind, and several have been used in graduate courses that teach the modeling and analysis of manufacturing systems.


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This volume originates from two workshops, both focusing on themes that are reflected in the title of the volume. The first workshop took place at Eindhoven Uni