A fast global optimal method based on combinations of MLS and PSO algorithm

Ping Luo; Shiyou Yang; Lihai Yao; Peihong Ni; Siu Lau Ho; Guangzheng Ni

A fast global optimal method based on combinations of MLS and PSO algorithm

Ping Luo, Shiyou Yang, Lihai Yao, Peihong Ni, Siu Lau Ho, Guangzheng Ni

The Hong Kong Polytechnic University

Research output: Journal article publication › Journal article › Academic research › peer-review

1 Citation (Scopus)

Abstract

To reduce the computation time needed in solving a practical optimization problem of electromagnetic devices, a fast and efficient global optimization method based on the combination of the Moving Least Squares (MLS) approximation and the Particle Swarm Optimization (PSO) method is proposed. Numerical examples are given to demonstrate the efficiency and robustness of the proposed method.

Original language	English
Pages (from-to)	759-764
Number of pages	6
Journal	International Journal of Applied Electromagnetics and Mechanics
Volume	25
Issue number	1-4
Publication status	Published - 4 Jun 2007

Keywords

Function reconstructing
Global optimization
MLS approximation
PSO

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Mechanics of Materials
Mechanical Engineering
Electrical and Electronic Engineering

Cite this

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title = "A fast global optimal method based on combinations of MLS and PSO algorithm",

abstract = "To reduce the computation time needed in solving a practical optimization problem of electromagnetic devices, a fast and efficient global optimization method based on the combination of the Moving Least Squares (MLS) approximation and the Particle Swarm Optimization (PSO) method is proposed. Numerical examples are given to demonstrate the efficiency and robustness of the proposed method.",

keywords = "Function reconstructing, Global optimization, MLS approximation, PSO",

author = "Ping Luo and Shiyou Yang and Lihai Yao and Peihong Ni and Ho, {Siu Lau} and Guangzheng Ni",

year = "2007",

month = jun,

day = "4",

language = "English",

volume = "25",

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journal = "International Journal of Applied Electromagnetics and Mechanics",

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T1 - A fast global optimal method based on combinations of MLS and PSO algorithm

AU - Luo, Ping

AU - Yang, Shiyou

AU - Yao, Lihai

AU - Ni, Peihong

AU - Ho, Siu Lau

AU - Ni, Guangzheng

PY - 2007/6/4

Y1 - 2007/6/4

N2 - To reduce the computation time needed in solving a practical optimization problem of electromagnetic devices, a fast and efficient global optimization method based on the combination of the Moving Least Squares (MLS) approximation and the Particle Swarm Optimization (PSO) method is proposed. Numerical examples are given to demonstrate the efficiency and robustness of the proposed method.

AB - To reduce the computation time needed in solving a practical optimization problem of electromagnetic devices, a fast and efficient global optimization method based on the combination of the Moving Least Squares (MLS) approximation and the Particle Swarm Optimization (PSO) method is proposed. Numerical examples are given to demonstrate the efficiency and robustness of the proposed method.

KW - Function reconstructing

KW - Global optimization

KW - MLS approximation

KW - PSO

UR - http://www.scopus.com/inward/record.url?scp=34249697577&partnerID=8YFLogxK

M3 - Journal article

SN - 1383-5416

VL - 25

SP - 759

EP - 764

JO - International Journal of Applied Electromagnetics and Mechanics

JF - International Journal of Applied Electromagnetics and Mechanics

IS - 1-4

ER -

A fast global optimal method based on combinations of MLS and PSO algorithm

Abstract

Keywords

ASJC Scopus subject areas

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