Mathematical programming techniques for solving stochastic optimization problems with certainty equivalent measures of risk

The problem of risk-averse decision making under uncertainties is studied from both modeling and computational perspectives. First, we consider a framework for constructing coherent and convex measures of risk which is inspired by infimal convolution operator, and prove that the proposed approach co...

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Bibliographic Details
Main Author: Vinel, Alexander
Other Authors: Krokhmal, Pavlo
Format: Others
Language:English
Published: University of Iowa 2015
Subjects:
Online Access:https://ir.uiowa.edu/etd/1786
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=5838&context=etd