The Resource Robustness analysis in decision aiding, optimization, and analytics, Michael Doumpos, Constantin Zopounidis, Evangelos Grigoroudis, editors

Robustness analysis in decision aiding, optimization, and analytics, Michael Doumpos, Constantin Zopounidis, Evangelos Grigoroudis, editors

Label
Robustness analysis in decision aiding, optimization, and analytics
Title
Robustness analysis in decision aiding, optimization, and analytics
Statement of responsibility
Michael Doumpos, Constantin Zopounidis, Evangelos Grigoroudis, editors
Contributor
Editor
Subject
Genre
Language
eng
Summary
This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies. Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a ĺlbig-data'ĺl era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools
Member of
Cataloging source
YDX
Dewey number
519.6
Index
index present
LC call number
QA402.5
LC item number
.R63 2016
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Doumpos, Michael
Series statement
International series in operations research & management science
Series volume
volume 241
http://library.link/vocab/subjectName
  • Robust optimization
  • BUSINESS & ECONOMICS
  • BUSINESS & ECONOMICS
  • BUSINESS & ECONOMICS
  • Operational research
  • Robust optimization
Label
Robustness analysis in decision aiding, optimization, and analytics, Michael Doumpos, Constantin Zopounidis, Evangelos Grigoroudis, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-33121-8
Instantiates
Publication
Bibliography note
Includes bibliographical references at the end of each chapters and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
SMAA in Robustness Analysis -- Data-driven Robustness Analysis for Multicriteria Classification Problems Using Preference Disaggregation Approaches -- Robustness for Adversarial Risk Analysis -- From Statistical Decision Theory to Robust Optimization: A Maximin Perspective on Robust Decision-Making -- The State of Robust Optimization -- Robust Discrete Optimization under Discrete and Interval Uncertainty -- A Survey -- Performance Analysis in Robust Optimization -- Robust-Soft Solutions in Linear Optimization Problems with Fuzzy Parameters -- Robust Machine Scheduling Based on Group of Permutable Jobs -- How Robust is a Robust Policy? Comparing Alternative Robustness Metrics for Robust Decision-making -- Developing Robust Climate Policies: A Fuzzy Cognitive Map Approach -- Robust Optimization Approaches to Single Period Portfolio Allocation Problem -- Portfolio Optimization with Second-Order Stochastic Dominance Constraints and Portfolios Dominating Indices -- Robust DEA Approaches to Performance Evaluation of Olive Oil Production under Uncertainty
Dimensions
unknown
Extent
1 online resource (xxi, 321 pages .).
Form of item
online
Isbn
9783319331218
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Specific material designation
remote
Stock number
com.springer.onix.9783319331218
System control number
  • (OCoLC)958097002
  • (OCoLC)ocn958097002
Label
Robustness analysis in decision aiding, optimization, and analytics, Michael Doumpos, Constantin Zopounidis, Evangelos Grigoroudis, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-33121-8
Publication
Bibliography note
Includes bibliographical references at the end of each chapters and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
SMAA in Robustness Analysis -- Data-driven Robustness Analysis for Multicriteria Classification Problems Using Preference Disaggregation Approaches -- Robustness for Adversarial Risk Analysis -- From Statistical Decision Theory to Robust Optimization: A Maximin Perspective on Robust Decision-Making -- The State of Robust Optimization -- Robust Discrete Optimization under Discrete and Interval Uncertainty -- A Survey -- Performance Analysis in Robust Optimization -- Robust-Soft Solutions in Linear Optimization Problems with Fuzzy Parameters -- Robust Machine Scheduling Based on Group of Permutable Jobs -- How Robust is a Robust Policy? Comparing Alternative Robustness Metrics for Robust Decision-making -- Developing Robust Climate Policies: A Fuzzy Cognitive Map Approach -- Robust Optimization Approaches to Single Period Portfolio Allocation Problem -- Portfolio Optimization with Second-Order Stochastic Dominance Constraints and Portfolios Dominating Indices -- Robust DEA Approaches to Performance Evaluation of Olive Oil Production under Uncertainty
Dimensions
unknown
Extent
1 online resource (xxi, 321 pages .).
Form of item
online
Isbn
9783319331218
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Specific material designation
remote
Stock number
com.springer.onix.9783319331218
System control number
  • (OCoLC)958097002
  • (OCoLC)ocn958097002

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