An approach to finding trade-off solutions by a linear transformation of objective functions

An approach to finding trade-off solutions by a linear transformation of objective functions

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Article ID: iaor200947183
Country: Poland
Volume: 36
Issue: 2
Start Page Number: 347
End Page Number: 355
Publication Date: Apr 2007
Journal: Control & Cybernetics
Authors:
Keywords: optimization
Abstract:

The paper addresses the problem of deriving Pareto optimal solutions of multiple objective optimization problems with predetermined upper bounds on trade–offs. As shown, this can be achieved by a linear transformation of objective functions. Each non–diagonal element of the transformation matrix is related to a bound on the trade–off between a pair of the objective functions.

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