Developments of an efficient global optimal design technique - A combined approach of MLS and SA algorithm

Siu Lau Ho, Shiyou Yang, Peihong Ni, H. C. Wong

Research output: Journal article publicationJournal articleAcademic researchpeer-review

11 Citations (Scopus)

Abstract

A new response surface model (RSM), the moving least squares (MLS) approximation, is proposed for reconstructing the objective/constraint functions for the design optimization of electromagnetic devices. The reconstructed functions are then combined with the simulated annealing (SA) algorithm to develop a computationally efficient technique to obtain the global solutions. The new method has: the "intelligence" to arrange the sample points, i.e. intensify the sample points in regions where a local optimum is likely to exist; the flexibility in dealing with irregular sample points; the self-adaptive ability to regulate the parameters of the MLS models. Detailed numerical examples are given to validate the proposed technique.
Original languageEnglish
Pages (from-to)604-614
Number of pages11
JournalCOMPEL - The International Journal for Computation and Mathematics in Electrical and Electronic Engineering
Volume21
Issue number4
DOIs
Publication statusPublished - 9 Oct 2002

Keywords

  • Algorithms
  • Model
  • Optimization
  • Simulation
  • Surfaces

ASJC Scopus subject areas

  • Computer Science Applications
  • Computational Theory and Mathematics
  • Applied Mathematics
  • Electrical and Electronic Engineering

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