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MECSOL 2019
7th International Symposium on Solid Mechanics
MULTIOBJECTIVE OPTIMIZATION BASED ON THE SEQUENTIAL ENTROPY REDUCTION OF THE PREDICTED PARETO FRONT
Submission Author:
Adriano Gonçalves dos Passos , PR
Co-Authors:
Adriano Gonçalves dos Passos, Marco Antonio Luersen
Presenter: Adriano Gonçalves dos Passos
doi://10.26678/ABCM.MECSOL2019.MSL19-0051
Abstract
The present work proposes a novel infill criterion for Kriging-based multiobjective optimization of black-box functions. The framework (SME) is based on the sequential reduction of the Shannon’s entropy of the predicted Pareto front. Results of a multiobjective engineering benchmark problem (the Nowacki beam) show that SME outperforms traditional infill criteria such as the expected hypervolume indicator and the multiobjective expected improvement.
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