Robustness Analysis in Decision Aiding, Optimization, and Analytics

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 methodol...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Doumpos, Michael (Επιμελητής έκδοσης), Zopounidis, Constantin (Επιμελητής έκδοσης), Grigoroudis, Evangelos (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
Σειρά:International Series in Operations Research & Management Science, 241
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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. .