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An algorithm for a class of real-life multi-objective optimization problems with a sweeping objective

Passos, F. ; Roca, E. ; Castro-López, R. ; Fernandez, F. V. Fernandez

An algorithm for a class of real-life multi-objective optimization problems with a sweeping objective, Proc IEEE Congress on Evolutionary Computation - CEC, San Sebastian, Spain, Vol. , pp. - , June, 2017.

Digital Object Identifier: 10.1109/CEC.2017.7969383

Abstract
This paper describes a class of real-life optimization problems that has not been addressed before: a multi-objective optimization in which one objective is neither minimized nor maximized but uniformly swept over a wide range. The limitations of conventional multi-objective optimization algorithms to deal with this kind of problems are illustrated via the optimization of radiofrequency inductors. For the first time, an algorithm is proposed that provides sets of solutions for this kind of problems.