Object structure
Title:

Sensitivity and robustness analysis in combinatorial optimization

Subtitle:

Raport Badawczy = Research Report ; RB/7/2010

Creator:

Libura, Marek

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Date issued/created:

2010

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:

Text

Detailed Resource Type:

Report

Source:

RB-2010-07

Language:

eng

Language of abstract:

eng

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:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open

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