Robustness Analysis in Decision Aiding, Optimization, and Analytics

Book Overview

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.

• Format: Hardcover
• Language: English
• ISBN: 3319331191
• ISBN13: 9783319331195
• Release Date: July 2016
• Publisher: Springer
• Length: 321 Pages
• Weight: 1.45 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"