A new and improved version of particle swarm optimization algorithm with global–local best parameters

QR Code

A new and improved version of particle swarm optimization algorithm with global–local best parameters

This paper presents a new and improved version of particle swarm optimization algorithm (PSO) combining the global best and local best model, termed GLBest-PSO. The GLBest-PSO incorporates global-local best inertia weight (GLBest IW) with global-local best acceleration coefficient (GLBest Ac). The v...

Full description

Bibliographic Details
Main Authors:	Senthil Arumugam, M., Rao, M. V. C., Chandramohan, Aarthi
Format:	Article
Language:	English
Published:	SPRINGER LONDON LTD 2008
Subjects:	T Technology (General) QA75.5-76.95 Electronic computers. Computer science
Online Access:	http://shdl.mmu.edu.my/2278/ http://shdl.mmu.edu.my/2278/1/735.pdf

Similar Items

On the optimal control of steel annealing processes via various versions of genetic and particle swarm optimization algorithms
by: Arumugam, M. Senthil, et al.
Published: (2011)

On the improved performances of the particle swarm optimization algorithms with adaptive parameters, cross-over operators and root mean square (RMS) variants for computing optimal control of a class of hybrid systems
by: Arumugam, M. Senthil, et al.
Published: (2008)

A Novel Effective Particle Swarm Optimization Like Algorithm via Extrapolation Technique
by: Arumugam, M. Senthil, et al.
Published: (2007)

Global Best Local Neighborhood in Particle Swarm Optimization in Dynamic Environment
by: Zalili, Musa, et al.
Published: (2018)

Competitive approaches to PSO algorithms via new acceleration co-efficient variant with mutation operators
by: Arumugam, , MS, et al.
Published: (2005)

On the Optimal Control of the Steel Annealing Processes as a Two-Stage Hybrid Systems via Different versions of PSO Algorithms
by: Arumugam, M. Senthil, et al.
Published: (2007)

Global best Local Neighbourhood in Particle Swarm Optimization for Big Data Environment
by: Zalili, Musa, et al.
Published: (2017)

ON THE ANALYSIS OF THE PERFORMANCES OF PARTICLE SWARM OPTIMIZATION ALGORITHM WITH GLOBALLY AND LOCALLY TUNED INERTIA WEIGHT VARIANTS
by: SENTHIL ARUMUGAM, M.
Published: (2006)

Solving Unit Commitment Problem Using Hybrid Particle Swarm Optimization
by: Ting, Tiew-On, et al.
Published: (2003)

ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION
by: ARUMUGAM, M. SENTHIL, et al.
Published: (2007)

Performance analysis of grinding process via particle swarm optimization
by: Ting, , TO, et al.
Published: (2005)

A new particle swarm optimization based algorithm for solving shortest-paths tree problem
by: Mohemmed, Ammar W., et al.
Published: (2007)

Particle swarm optimization with area extension (AEPSO)
by: Atyabi, A, et al.
Published: (2007)

Particle Swarm Optimization Combined with Local Search and Velocity Re-Initialization for Shortest Path Computation in Networks
by: Mohemmed, Ammar W., et al.
Published: (2007)

A New Class Of Operations To Accelerate Particle Swarm Optimization Algorithm And A Novel Hybrid Approach For Unit Commitment Problem.
by: Ting, Tiew On
Published: (2004)

A wireless sensor network coverage optimization algorithm based on particle swarm optimization and Voronoi diagram
by: Ab Aziz, Nor Azlina, et al.
Published: (2009)

Wavelength Converters Placement in All Optical Networks Using Particle Swarm Optimization
by: Teo, Choon Fang, et al.
Published: (2005)

Swarm Intelligence Based Protein Conformational Search Algorithm.
by: Bahamish, Hesham Awadh Abdallah, et al.
Published: (2007)

Solving shortest path problem using particle swarm optimization
by: Mohemmed, Ammar W., et al.
Published: (2008)

A particle swarm approach for grinding process optimization analysis
by: Lee, T. S., et al.
Published: (2007)

Particle swarm optimization of neural controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007)

Particle swarm optimization of neural controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007)

A Feature Selection Approach Based On Hybridizing Flower Pollination Algorithm With Particle Swarm Optimization For Enhancing The Performance Of Ipv6 Intrusion Detection System
by: Al Ghuraibawi, Adnan Hasan Bdair
Published: (2023)

New hybrid genetic operators for real coded genetic algorithm to compute optimal control of a class of hybrid systems
by: ARUMUGAM, M, et al.
Published: (2005)

A Social- And Knowledge-Based Coalition Formation Using Modified Combinatorial Particle Swarm Optimization
by: Kassim, Azleena Mohd
Published: (2017)

Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization
by: Ab Aziz, Nor Azlina, et al.
Published: (2007)

Particle swarm optimization with noising metaheuristics for solving network shortest path problem
by: Mohemmed, Ammar W., et al.
Published: (2007)

Efficient Computation of Shortest Paths in Networks Using Particle Swarm Optimization and Noising Metaheuristics
by: Mohemmed, Ammar W., et al.
Published: (2007)

Particle Swarm Optimization of fuzzy model reference learning controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007)

Effects of Communication Range, Noise and Help Request Signal on Particle Swarm Optimization with Area Extension (AEPSO)
by: Atyabi, Adham, et al.
Published: (2007)

Fuzzy-based parameterized Gaussian edge detector using global and local properties
by: See, J., et al.
Published: (2005)

On the optimal control of single-stage hybrid manufacturing systems via novel and different variants of particle swarm optimization algorithm
by: Arumugam, M. Senthil, et al.
Published: (2005)

Hybridization of gradient descent algorithms with dynamic tunneling methods for global optimization
by: RoyChowdhury, Pinaki, et al.
Published: (2000)

On the performance of the particle swarm optimization algorithm with various inertia weight variants for computing optimal control of a class of hybrid systems
by: Arumugam, M. Senthil, et al.
Published: (2006)

Improved particle swarm optimization by fast annealing algorithm
by: Bashath, Samar, et al.
Published: (2019)

A Data Grid Replica Management System With Local And Global Multi-Objective Optimization
by: E. Almistarihi, Husni Hamad
Published: (2009)

The Dynamic Host Configuration Protocol Version 6 Security And Privacy Mechanism
by: Ibrahim, Ayman Khallel
Published: (2020)

Fusion Of Global Shape And Local Features Using Multi Classifier Framework For Object Class Recognition
by: Manshor, Noridayu
Published: (2013)

Mobile robot path planning using hybrid genetic algorithm and traversability vectors method
by: Loo, , CK, et al.
Published: (2004)

Finding Best Semantic Relatedness Functions For Schema Matchers
by: Emadzadeh, Ehsan
Published: (2010)