The Resource Fuzzy stochastic optimization : theory, models and applications, Shuming Wang, Junzo Watada, (electronic resource)

Fuzzy stochastic optimization : theory, models and applications, Shuming Wang, Junzo Watada, (electronic resource)

Label
Fuzzy stochastic optimization : theory, models and applications
Title
Fuzzy stochastic optimization
Title remainder
theory, models and applications
Statement of responsibility
Shuming Wang, Junzo Watada
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
Covering in detail both theoretical and practical perspectives, this book is a self-contained and systematic depiction of current fuzzy stochastic optimization that deploys the fuzzy random variable as a core mathematical tool to model the integrated fuzzy random uncertainty. It proceeds in an orderly fashion from the requisite theoretical aspects of the fuzzy random variable to fuzzy stochastic optimization models and their real-life case studies. The volume reflects the fact that randomness and fuzziness (or vagueness) are two major sources of uncertainty in the real world, with significant implications in a number of settings. In industrial engineering, management and economics, the chances are high that decision makers will be confronted with information that is simultaneously probabilistically uncertain and fuzzily imprecise, and optimization in the form of a decision must be made in an environment that is doubly uncertain, characterized by a co-occurrence of randomness and fuzziness. This book begins by outlining the history and development of the fuzzy random variable before detailing numerous optimization models and applications that include the design of system controls for a dam
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Wang, Shuming
Image bit depth
0
LC call number
QA402.5
LC item number
.W36 2012
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Watada, J.
http://library.link/vocab/subjectName
  • Mathematical optimization
  • Fuzzy mathematics
  • MATHEMATICS / Optimization
  • Computational Intelligence
  • Optimization
  • Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
  • Fuzzy mathematics
  • Mathematical optimization
  • Ingénierie
Label
Fuzzy stochastic optimization : theory, models and applications, Shuming Wang, Junzo Watada, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online bron
Carrier category code
cr
Carrier MARC source
rdacarrier/dut
Color
not applicable
Content category
tekst
Content type code
txt
Content type MARC source
rdacontent/dut
Contents
Part I: Theory -- Fuzzy Random Variable -- Fuzzy Stochastic Renewal Processes -- Part II: Models -- System Reliability Optimization Models with Fuzzy Random Lifetimes -- Recourse-Based Fuzzy Random Facility Location Model with Fixed Capacity -- Two-Stage Fuzzy Stochastic Programming with Value-at-Risk: A Generic Model -- VaR-Based Fuzzy Random Facility Location Model with Variable Capacity -- Part III: Real-Life Applications
Dimensions
unknown
Extent
1 online resource (xvi, 248 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781441995605
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia/dut
Media type code
c
Other control number
10.1007/978-1-4419-9560-5
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)781942942
  • (OCoLC)ocn781942942
Label
Fuzzy stochastic optimization : theory, models and applications, Shuming Wang, Junzo Watada, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online bron
Carrier category code
cr
Carrier MARC source
rdacarrier/dut
Color
not applicable
Content category
tekst
Content type code
txt
Content type MARC source
rdacontent/dut
Contents
Part I: Theory -- Fuzzy Random Variable -- Fuzzy Stochastic Renewal Processes -- Part II: Models -- System Reliability Optimization Models with Fuzzy Random Lifetimes -- Recourse-Based Fuzzy Random Facility Location Model with Fixed Capacity -- Two-Stage Fuzzy Stochastic Programming with Value-at-Risk: A Generic Model -- VaR-Based Fuzzy Random Facility Location Model with Variable Capacity -- Part III: Real-Life Applications
Dimensions
unknown
Extent
1 online resource (xvi, 248 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781441995605
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia/dut
Media type code
c
Other control number
10.1007/978-1-4419-9560-5
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)781942942
  • (OCoLC)ocn781942942

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