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Regularization-free multicriteria optimization of polymer viscoelasticity model

Monaco, Francisco José; Denysiuk, Roman; Delbem, Alexandre Claudio Botazzo; Gaspar-Cunha, A.

This paper introduces a multiobjective optimization (MOP) method for nonlinear regression analysis which is capable of simultaneously minimizing the model order and estimating parameter values without the need of exogenous regularization constraints. The method is introduced through a case study in polymer rheology modeling. Prevailing approaches in this field tackle conflicting optimization goals as a monobjec...




Multi-criteria IoT resource discovery: a comparative analysis

Delbem, Alexandre Claudio Botazzo

Date: 2017   |   Origin: Oasisbr







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