Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/20535
Title: Developments of an efficient global optimal design technique - a combined approach of MLS and SA algorithm
Authors: Ho, SL 
Yang, S
Ni, P
Wong, HC
Keywords: Algorithms
Model
Optimization
Simulation
Surfaces
Issue Date: 2002
Source: COMPEL - The international journal for computation and mathematics in electrical and electronic engineering, 2002, v. 21, no. 4, p. 604-614 How to cite?
Journal: COMPEL - The International Journal for Computation and Mathematics in Electrical and Electronic Engineering 
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.
URI: http://hdl.handle.net/10397/20535
ISSN: 0332-1649
DOI: 10.1108/03321640210437851
Appears in Collections:Journal/Magazine Article

Access
View full-text via PolyU eLinks SFX Query
Show full item record

SCOPUSTM   
Citations

11
Last Week
0
Last month
0
Citations as of Nov 6, 2017

WEB OF SCIENCETM
Citations

10
Last Week
0
Last month
0
Citations as of Oct 2, 2017

Page view(s)

45
Last Week
1
Last month
Checked on Nov 20, 2017

Google ScholarTM

Check

Altmetric



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.