International Series in Operations Research & Management Science

Optimal Stochastic Scheduling

Authors: Cai, Xiaoqiang, Wu, Xianyi, Zhou, Xian

  • Offers an entry-level reading material for students to learn and understand the fundamentals of stochastic scheduling
  • Includes the latest developments and research topics in this area
  • Ideal unified reference for researchers and practitioners who are working in stochastic scheduling
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eBook $139.00
price for USA (gross)
  • ISBN 978-1-4899-7405-1
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  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-1-4899-7404-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.00
price for USA
  • ISBN 978-1-4899-7884-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Many interesting and important results on stochastic scheduling problems have been developed in recent years, with the aid of probability theory. This book provides a comprehensive and unified coverage of studies in stochastic scheduling. The objective is two-fold: (i) to summarize the elementary models and results in stochastic scheduling, so as to offer an entry-level reading material for students to learn and understand the fundamentals of this area and (ii) to include in details the latest developments and research topics on stochastic scheduling, so as to provide a useful reference for researchers and practitioners in this area.

Optimal Stochastic Scheduling is organized into two parts: Chapters 1-4 cover fundamental models and results, whereas Chapters 5-10 elaborate on more advanced topics. More specifically, Chapter 1 provides the relevant basic theory of probability and then introduces the basic concepts and notation of stochastic scheduling. In Chapters 2 and 3, the authors review well-established models and scheduling policies, under regular and irregular performance measures, respectively. Chapter 4 describes models with stochastic machine breakdowns. Chapters 5 and 6 introduce, respectively, the optimal stopping problems and the multi-armed bandit processes, which are necessary for studies of more advanced subjects in subsequent chapters. Chapter 7 is focused on optimal dynamic policies, which allow adjustments of policies based on up-to-date information. Chapter 8 describes stochastic scheduling with incomplete information in the sense that the probability distributions of random variables contain unknown parameters, which can however be estimated progressively according to updated information. Chapter 9 is devoted to the situation where the processing time of a job depends on the time when it is started. Lastly, in Chapter 10 the authors look at several recent models beyond those surveyed in the previous chapters.

Table of contents (10 chapters)

  • Basic Concepts

    Cai, Xiaoqiang (et al.)

    Pages 1-47

  • Regular Performance Measures

    Cai, Xiaoqiang (et al.)

    Pages 49-94

  • Irregular Performance Measures

    Cai, Xiaoqiang (et al.)

    Pages 95-140

  • Stochastic Machine Breakdowns

    Cai, Xiaoqiang (et al.)

    Pages 141-185

  • Optimal Stopping Problems

    Cai, Xiaoqiang (et al.)

    Pages 187-223

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-1-4899-7405-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-1-4899-7404-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.00
price for USA
  • ISBN 978-1-4899-7884-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Optimal Stochastic Scheduling
Authors
Series Title
International Series in Operations Research & Management Science
Series Volume
207
Copyright
2014
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4899-7405-1
DOI
10.1007/978-1-4899-7405-1
Hardcover ISBN
978-1-4899-7404-4
Softcover ISBN
978-1-4899-7884-4
Series ISSN
0884-8289
Edition Number
1
Number of Pages
X, 416
Number of Illustrations and Tables
3 b/w illustrations
Topics