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Stability and Robustness: Reliability in the World of Uncertainty

Stability and Robustness: Reliability in the World of Uncertainty

Stability and Robustness: Reliability in the World of Uncertainty

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Introduction: Sensitivity analysis vsRobust optimizationSensitivity analysis <strong>and</strong> stability <strong>the</strong>oryorig<strong>in</strong>ate from postoptimality analysis, i.e.an optimal solution has been found <strong>and</strong> we studydifferent aspect <strong>of</strong> ist optimality under possibleuncerta<strong>in</strong>ty <strong>of</strong> problem parametersRobust optimization deals with construct<strong>in</strong>g a newrobust counterpart model which somehow takes<strong>in</strong>to account <strong>in</strong>accuracy <strong>of</strong> <strong>in</strong>put data <strong>and</strong> searches fora solution optimiz<strong>in</strong>g a new specific objective16/04/2009 Yury Nikul<strong>in</strong>, Sensitivity analysis 2

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