Robust Multi-Criteria Optimization With Application to Radiation Therapy

Project: Research project

Project Details

Description

The goal of this project is to significantly improve our understanding and to tremendously
expand the range of applicability of robust multi-criteria optimization in multi-expert settings with
potential correlations and uncertain input data. Currently, the two main paths are Pareto frontier
approaches that do not produce one final decision and distributionally robust approaches that
are limited to the availability of the distribution. We focus here on an extension of the latter and
motivate it by the application in radiation therapy optimization.
StatusFinished
Effective start/end date9/1/158/31/19

Funding

  • National Science Foundation (CMMI-1463489)

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