LEADER 04906nam 22005775 450 001 9910254950303321 005 20220418171826.0 010 $a3-319-33121-3 024 7 $a10.1007/978-3-319-33121-8 035 $a(CKB)3710000000749193 035 $a(DE-He213)978-3-319-33121-8 035 $a(MiAaPQ)EBC4591918 035 $a(PPN)228319765 035 $a(EXLCZ)993710000000749193 100 $a20160712d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRobustness analysis in decision aiding, optimization, and analytics /$fedited by Michael Doumpos, Constantin Zopounidis, Evangelos Grigoroudis 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (XXI, 321 p. 65 illus., 27 illus. in color.) 225 1 $aInternational Series in Operations Research & Management Science,$x0884-8289 ;$v241 311 $a3-319-33119-1 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aSMAA 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. . 330 $aThis book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies. Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a ?big-data'? era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools. 410 0$aInternational Series in Operations Research & Management Science,$x0884-8289 ;$v241 606 $aOperations research 606 $aDecision making 606 $aManagement science 606 $aOperations Research/Decision Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/521000 606 $aOperations Research, Management Science$3https://scigraph.springernature.com/ontologies/product-market-codes/M26024 615 0$aOperations research. 615 0$aDecision making. 615 0$aManagement science. 615 14$aOperations Research/Decision Theory. 615 24$aOperations Research, Management Science. 676 $a658.4033 702 $aDoumpos$b Michael$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aZopounidis$b Constantin$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGrigoroudis$b Evangelos$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254950303321 996 $aRobustness Analysis in Decision Aiding, Optimization, and Analytics$92135940 997 $aUNINA