Metadata language
Sensitivity and robustness analysis in combinatorial optimization
Subtitle:Raport Badawczy = Research Report ; RB/7/2010
Creator: Publisher:Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
Place of publishing: Date issued/created: Description:21 pages ; 21 cm ; Bibliography p. 20-21
Subject and Keywords:Combinatorial optimization ; Optymalizacja kombinatoryczna ; Sensitivity analysis ; Analiza wrażliwości ; Robustness radius ; Robustness analysis ; Analiza odporności ; Robustness region ; Region odporności ; Promień wytrzymałości ; Robustness tolerances ; Tolerancje odporności
Abstract:This paper deals with so-called robustness analysis for the generic combinatorial optimization problem. Its main goal consists in finding subsets of scenarios for which an initially optimal solution of the problem remains robust. Thus, the robustness analysis may be considered as a natural extension of the standard sensitivity analysis in combinatorial optimization. Main results of the paper concern the robustness region, the robustness radius and the robustness tolerances, which are introduced as direct analogues of the optimality region, the optimality radius and the weigts tolerances considered in the sensitivity analysis.
Relation:Raport Badawczy = Research Report
Resource type: Detailed Resource Type: Source: Language: Language of abstract: Rights:Creative Commons Attribution BY 4.0 license
Terms of use:Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -
Digitizing institution:Systems Research Institute of the Polish Academy of Sciences
Original in:Library of Systems Research Institute PAS
Projects co-financed by: Access: