LDRD Final Report : Robust Analysis of Large-Scale Combinatorial Applications.

Carr, R. D. ; Morrison, T. ; Hart, W. E. ; Greenberg, H. J. ; Watson, J. P.

Technical Information Center Oak Ridge Tennessee

关键词: Modeling;    Uncertainties;    National infrastructures;    Complex logistics frameworks;    Optimization techniques;   

RP-ID  :  DE2008921748

学科分类：工程和技术（综合）

美国|英语

来源: National Technical Reports Library

【 摘 要 】

Discrete models of large, complex systems like national infrastructures and complex logistics frameworks naturally incorporate many modeling uncertainties. Consequently, there is a clear need for optimization techniques that can robustly account for risks associated with modeling uncertainties. This report summarizes the progress of the Late-Start LDRD Robust Analysis of Largescale Combinatorial Applications. This project developed new heuristics for solving robust optimization models, and developed new robust optimization models for describing uncertainty scenarios.