Research Article
A New Optimal Fuzzy Logic Guidance Law using Time Variant Particle Swarm Optimization
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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| Volume 72 - Issue 7 |
| Published: June 2013 |
| Authors: Labeed Hassan, Seyed Hossein Sadati, Mohamad Bagher Malaeak, Mohamad Ali Ashtiani, Jalal Karimi |
10.5120/12508-9121
|
Labeed Hassan, Seyed Hossein Sadati, Mohamad Bagher Malaeak, Mohamad Ali Ashtiani, Jalal Karimi . A New Optimal Fuzzy Logic Guidance Law using Time Variant Particle Swarm Optimization. International Journal of Computer Applications. 72, 7 (June 2013), 34-37. DOI=10.5120/12508-9121
@article{ 10.5120/12508-9121,
author = { Labeed Hassan,Seyed Hossein Sadati,Mohamad Bagher Malaeak,Mohamad Ali Ashtiani,Jalal Karimi },
title = { A New Optimal Fuzzy Logic Guidance Law using Time Variant Particle Swarm Optimization },
journal = { International Journal of Computer Applications },
year = { 2013 },
volume = { 72 },
number = { 7 },
pages = { 34-37 },
doi = { 10.5120/12508-9121 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2013
%A Labeed Hassan
%A Seyed Hossein Sadati
%A Mohamad Bagher Malaeak
%A Mohamad Ali Ashtiani
%A Jalal Karimi
%T A New Optimal Fuzzy Logic Guidance Law using Time Variant Particle Swarm Optimization%T
%J International Journal of Computer Applications
%V 72
%N 7
%P 34-37
%R 10.5120/12508-9121
%I Foundation of Computer Science (FCS), NY, USA
Abstract
New Optimal Fuzzy Logic Guidance (NOFLG) law for the class of surface to air homing missile is proposed. The introduced approach is a modification of Optimal Fuzzy Logic Guidance (OFLG) law. Time Variant Particle Swarm Optimization (TVPSO) is used to optimize both Membership Functions (MFs) and rules' weights of the proposed design. The performance of the new guidance law is compared with that of OFLG one. Different case-studies show that the current approach provides better performance in regard to; miss distance, flight time and control effort.
References
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- Labeed Hassan, Seyed Hossein Sadati and Jalal Karimi, 2013. "An Optimal Fuzzy Logic Guidance Law Using Particle Swarm Optimization. " International Journal of Computer Applications, Vol. 69, No. 3, pp. 40-47.
- Qinghai Bai, 2010. "Analysis of Particle Swarm Optimization Algorithm. " CCSE, computer and information science, Vol. 3, No. 1. PP. 180-184.
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