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Multiobjective and multiscale optimization of composite materials by means of evolutionary computations

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19 Citations (Scopus)

Abstract

The paper deals with the multiobjective and multiscale optimization of heterogeneous structures by means of computational intelligence methods. The aim of the paper is to find optimal properties of composite structures in a macro scale modifying their microstructure. At least two contradictory optimization criteria are considered simultaneously. A numerical homogenization concept with a representative volume element is applied to obtain equivalent macro-scale elastic constants. An in-house multiobjective evolutionary algorithm MOOPTIM is applied to solve the considered optimization tasks. The finite element method is used to solve the boundary-value problem in both scales. A numerical example is attached.

Original languageEnglish
Pages (from-to)397-409
Number of pages13
JournalJournal of Theoretical and Applied Mechanics
Volume54
Issue number2
DOIs
Publication statusPublished - 2016

Keywords

  • Composite
  • Evolutionary algorithm
  • Multiobjective optimization
  • Numerical homogenization

ASJC Scopus subject areas

  • General Mathematics
  • Mechanical Engineering

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