Robustness Analysis in Decision Aiding, Optimization, and Analytics

• Corporate Author: SpringerLink (Online service)
• Other Authors: Doumpos, Michael (Editor), Zopounidis, Constantin (Editor), Grigoroudis, Evangelos (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: International Series in Operations Research & Management Science, 241
• Subjects: Business.; Operations research.; Decision making.; Management science.; Business and Management.; Operation Research/Decision Theory.; Operations Research, Management Science.

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...

Table of 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. .