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Robustness Analysis in Decision Aiding, Optimization, and Analytics

Author: Michael Doumpos; Constantin Zopounidis; Evangelos Grigoroudis
Publisher: Cham Springer International Publishing Imprint: Springer 2016
Series: International Series in Operations Research & Management Science, volume 241
Edition/Format:   Print book : EnglishView all editions and formats
Publication:International Series in Operations Research & Management Science ; 241
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Genre/Form: Aufsatzsammlung
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Michael Doumpos; Constantin Zopounidis; Evangelos Grigoroudis
ISBN: 9783319331218 3319331213 9783319331195 3319331191
OCLC Number: 964658209
Description: 1 Online-Ressource (XXI, 321 p. 65 illus., 27 illus. in color)
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.
Series Title: International Series in Operations Research & Management Science, volume 241
Responsibility: edited by Michael Doumpos, Constantin Zopounidis, Evangelos Grigoroudis
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