Optimal Stochastic Scheduling (Record no. 50627)

000 -LEADER
fixed length control field 04612nam a22005175i 4500
001 - CONTROL NUMBER
control field 978-1-4899-7405-1
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200420211740.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140320s2014 xxu| s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781489974051
-- 978-1-4899-7405-1
082 04 - CLASSIFICATION NUMBER
Call Number 658.40301
100 1# - AUTHOR NAME
Author Cai, Xiaoqiang.
245 10 - TITLE STATEMENT
Title Optimal Stochastic Scheduling
300 ## - PHYSICAL DESCRIPTION
Number of Pages X, 416 p. 3 illus.
490 1# - SERIES STATEMENT
Series statement International Series in Operations Research & Management Science,
505 0# - FORMATTED CONTENTS NOTE
Remark 2 Basic Concepts -- Regular Performance Measures -- Irregular Performance Measures -- Stochastic Machine Breakdowns -- Optimal Stopping Problems -- Multi-armed Bandit Processes -- Dynamic Policies -- Stochastic Scheduling with Incomplete Information -- Optimal Policies in Time-varying Scheduling -- More Stochastic Scheduling Models.                                                                                             .
520 ## - SUMMARY, ETC.
Summary, etc 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.
700 1# - AUTHOR 2
Author 2 Wu, Xianyi.
700 1# - AUTHOR 2
Author 2 Zhou, Xian.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-1-4899-7405-1
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
264 #1 -
-- Boston, MA :
-- Springer US :
-- Imprint: Springer,
-- 2014.
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-- text
-- txt
-- rdacontent
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-- computer
-- c
-- rdamedia
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-- online resource
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-- text file
-- PDF
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650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Business.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Production management.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Operations research.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Decision making.
650 14 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Business and Management.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Operation Research/Decision Theory.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Operations Management.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
-- 0884-8289 ;
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-- ZDB-2-SBE

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