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Parametric aggregation in ordered weighted averaging
Authors:Gholam R. Amin  Ali Emrouznejad
Affiliation:a Department of Operations Management and Business Statistics, College of Commerce and Economics, Sultan Qaboos University, Oman
b Operations & Information Management Group, Aston Business School, Aston University, UK
Abstract:
Incorporating further information into the ordered weighted averaging (OWA) operator weights is investigated in this paper. We first prove that for a constant orness the minimax disparity model [13] has unique optimal solution while the modified minimax disparity model [16] has alternative optimal OWA weights. Multiple optimal solutions in modified minimax disparity model provide us opportunity to define a parametric aggregation OWA which gives flexibility to decision makers in the process of aggregation and selecting the best alternative. Finally, the usefulness of the proposed parametric aggregation method is illustrated with an application in metasearch engine.
Keywords:Ordered weighted averaging   Minimax disparity   Alternative optimal solutions   Feasible direction   Parametric aggregation   Metasearch engine
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