GUARANTEED COVERAGE PARTICLE SWARM OPTIMIZATION USING NEIGHBORHOOD TOPOLOGIES
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2012, Vol 3, Issue 12
Abstract
The key behind the research represent in this paper is to understand the behavior of the particle swarm algorithm. This study proposes guaranteed convergence Particle Swarm Optimizer (GCPSO) with various topologies. The proposed GCPSO has evaluated the topology such as GBest, LBest, and Von Neumann Topology. It would be the most appropriate for different benchmark function such as Quadratic,Rosenbrock , Rastrigin, Griewank, Ackley, Shaffer’s f6 for guaranteed coverage using GCPSO, faster convergence and to find better local optima (local PSO) for large no of particle swarm for unimodel and multimodel functions. There are several parameters that need to be defined in order to successfully use on PSO and GCPSO to solve a given problem.
Authors and Affiliations
Prof. Mrs. R. A. Pimpale
Keywords
Related Articles
- EP ID EP119974
- DOI -
- Views 99
- Downloads 0
A SURVEY ON SECURING MANETS FROM MALICIOUS BEHAVIOR BY DETECTION MECHANISM
There is a migration from wired network to wireless network in last few years due to the property of mobility and scalability. Mobile Ad hoc network is an infrastructure less network. Each node in Mobile Ad hoc Network a...
A Systematic approach of Software development implementation process-Part I
This research paper most useful for all academics student of computer science. In this paper I have targeted all those student who works on their academic project. Since long time I found most of student not follow actua...
Analysis of Primes Less Than a Trillion
An exhaustive analysis of the highly irregularly distributed prime numbers in the range of 1 to 1 trillion is presented in this work. Since we widely use the decimal number system, the distribution trends of the primes i...
Speaker Independent Isolated Tamil Words Recognition System using Different Classifiers
The paper is to build a speaker independent isolated speech recognition system for Tamil Language. The system consists of four steps: first step involves recording of Tamil spoken words using high quality studio micropho...
Sign Language Recognition System to aid Deaf-dumb People Using PCA
The Sign Language is a method of communication for deaf-dumb people. Here vision based approach has been used. This paper presents design and implementation of real time Sign Language Recognition system to recognize 26 g...