A Wind Driven Optimization-Based Methodology for Robust Optimizations of Electromagnetic Devices under Interval Uncertainty

Siu Lau Ho, Shiyou Yang, Yanan Bai, Yuling Li

Research output: Journal article publicationJournal articleAcademic researchpeer-review

4 Citations (Scopus)

Abstract

A methodology based on a new uncertainty quantization formulation and an improved wind driven optimization (WDO) algorithm is proposed for robust optimizations of electromagnetic devices under interval uncertainties. In the proposed methodology, the robust performances are enforced as the constraint functions, and the objective function is selected as the biasing force to evolve the iteration procedures. The WDO method is also improved to guarantee a good balance between the exploration and exploitation searches. Numerical results on a case study are reported to showcase the feasibility and merit of the proposed methodology in solving practical engineering design problems.
Original languageEnglish
Article number7842595
JournalIEEE Transactions on Magnetics
Volume53
Issue number6
DOIs
Publication statusPublished - 1 Jun 2017

Keywords

  • Robust optimization
  • uncertainty
  • wind driven optimization (WDO)

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Electrical and Electronic Engineering

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