Characterizations of Multiobjective Robustness via Oriented Distance Function and Image Space Analysis
Qamrul Hasan Ansari (),
Elisabeth Köbis () and
Pradeep Kumar Sharma ()
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Qamrul Hasan Ansari: Aligarh Muslim University
Elisabeth Köbis: Martin-Luther-University Halle-Wittenberg
Pradeep Kumar Sharma: Aligarh Muslim University
Journal of Optimization Theory and Applications, 2019, vol. 181, issue 3, No 7, 817-839
Abstract:
Abstract In this paper, we characterize different kinds of multiobjective robustness concepts via the well-known oriented distance function. By using characterizations of several set relations via the oriented distance function, together with the help of image space analysis, we construct some suitable subsets of the scalarization image space to obtain equivalent characterizations for various robust solutions for uncertain multiobjective optimization problems based on a set approach.
Keywords: Oriented distance function; Set relations; Image space analysis; Uncertain multiobjective optimization; Robustness; 49J53; 90C29; 90C30; 90C31 (search for similar items in EconPapers)
Date: 2019
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DOI: 10.1007/s10957-019-01505-y
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