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A new Pareto set generating method for multi-criteria optimization problems
Authors:Debdas Ghosh  Debjani Chakraborty
Institution:1. Department of Mathematics, Birla Institute of Technology & Science, Pilani, Hyderabad Campus, Jawahar Nagar, Telengana, 500078, India;2. Department of Mathematics, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India
Abstract:This paper proposes a new classical method to capture the complete Pareto set of a multi-criteria optimization problem (MOP) even without having any prior information about the location of Pareto surface. The solutions obtained through the proposed method are globally Pareto optimal. Moreover, each and every global Pareto optimal point is within the attainable range. This paper also suggests a procedure to ensure the proper Pareto optimality of the outcomes if slight modifications are allowed in the constraint set of the MOP under consideration. Among the set of all outcomes, the proposed method can effectively detect the regions of unbounded trade-offs between the criteria, if they exist.
Keywords:Multi-criteria optimization  Pareto set  Ordering cone
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