A Dimension Selection-Based Constrained Multi-Objective Optimization Algorithm Using a Combination of Artificial Intelligence Methods

Di Wu, Dmitry Sotnikov, G. Gary Wang, Eric Coatanea, Mika Lyly, Tiina Salmi

Research output: Contribution to journalArticleScientificpeer-review

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Original languageEnglish
Article number081704
Number of pages15
JournalJournal of Mechanical Design
Volume145
Issue number8
DOIs
Publication statusPublished - 1 Aug 2023
Publication typeA1 Journal article-refereed

Keywords

  • AI
  • ANN
  • LASSO
  • Approximation-based optimaldesign
  • Design optimization
  • Expensive constraints
  • Grey wolfoptimizer
  • High-temperature superconducting magnet
  • Machine learning
  • Metamodeling
  • Multi-objective optimization

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  • Publication forum level 2

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