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Evolutionary Multiobjective Optimization in Materials Science and Engineering

delete2009-01-23
delete92
PRE
AI
C
Carlos A. Coello Coello *
R
Ricardo Landa Becerra
DOI:10.1080/10426910802609110delete
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Abstract

Abstract

En 中文
This article provides a short introduction to the evolutionary multiobjective optimization field. The first part of the article discusses the most representative multiobjective evolutionary algorithms that have been developed, from a historical perspective. In the second part of the article, some representative applications within materials science and engineering are reviewed. In the final part of the article, some potential areas for future research in this area are briefly described.
Keywords:
Alloys design
Applications of evolutionary algorithms
Casting of metals
Cold rolling
Evolutionary algorithms
Evolutionary multiobjective optimization
Heat treatment
Hot rolling
Iron-making
Metaheuristics
Multiobjective evolutionary algorithms
Multiobjective optimization
Polymerization
Reheating
Steel-making
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

M
Materials and Manufacturing Processes
IF:
4.7
Papers:
4.6K
Citations:
9.3K

Organization

I
instituto politecnico nacional - mexico
Scholars:
1.6W
Papers: 1.0W
Citations: 3