The impact of social network structure in particle swarm optimization for classification problems

The impact of social network structure in particle swarm optimization for classification problems

Particle Swarm Optimization (PSO) is a mechanism that involves several particles (solutions) interacting among each other to find the best solutions. It is a functional procedure by initializing a population of random solutions and searches its member by assigning random positions and velocities. Th...

Full description

Bibliographic Details
Main Authors:	Alwee, Razana, Shamsuddin, Siti Mariyam, A. Aziz, Firdaus, Chey, K. H., Abdull Hameed, Haza Nuzly
Format:	Article
Language:	English
Published:	Medwell Online 2009
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://eprints.utm.my/13140/1/RazanaAlwee2009_TheImpactOfSocialNetworkStructure.pdf

Similar Items

Augmentation of Elman Recurrent Network learning with particle swarm optimization
by: Ab. Aziz, Mohamad Firdaus, et al.
Published: (2008)

Dynamic quantum-inspired particle swarm optimization as feature and parameter optimizer for evolving spiking neural networks
by: Abdull Hamed, Haza Nuzly, et al.
Published: (2012)

Particle swarm optimization for neural network learning enhancement
by: Abdull Hamed, Haza Nuzly
Published: (2006)

Enhancement of particle swarm optimization in Elman recurrent network with bounded Vmax function
by: Aziz, Mohamad Firdaus Ab., et al.
Published: (2009)

Hybrid support vector regression and autoregressive integrated moving average models improved by particle swarm optimization for property crime rates forecasting with economic indicators
by: Alwee, Razana, et al.
Published: (2013)

Quantum-inspired particle swarm optimisation for integrated feature and parameter optimisation of evolving spiking neural networks
by: Kasabov, Nikola, et al.
Published: (2011)

Grey relational analysis and particle swarm optimization support vector regression for crime rates forecasting with economic indicators
by: Alwee, Razana
Published: (2013)

Enhancement of quantum particle swarm optimization in elman recurrent network with bounded VMAX function
by: Ab. Aziz, Mohamad Firdaus, et al.
Published: (2016)

Memetic binary particle swarm optimization for discrete optimization problems
by: Beheshti, Zahra, et al.
Published: (2015)

Enhanced self organizing map (ESOM) and particle swarm optimization (PSO) for classification
by: Hasan, Shafaatunnur, et al.
Published: (2009)

Classification of electroencephalogram signals using wavelet transform and particle swarm optimization
by: Ba-Karait, Nasser Omer, et al.
Published: (2014)

Fusion global-local-topology particle swarm optimization for global optimization problems
by: Beheshti, Zahra, et al.
Published: (2014)

Balanced the trade-offs problem of ANFIS using particle swarm optimization
by: Rini, Dian Palupi, et al.
Published: (2013)

A hybrid differential evolution algorithm for parameter tuning of evolving spiking neural network
by: Saleh, Abdulrazak Yahya, et al.
Published: (2017)

CAPSO: centripetal accelerated particle swarm optimization
by: Beheshti, Zahra, et al.
Published: (2014)

Artificial fish swarm optimization for multilayer network learning in classification problems
by: Hasan, Shafaatunnur, et al.
Published: (2012)

Non-parametric particle swarm optimization for global optimization
by: Beheshti, Zahra, et al.
Published: (2015)

Solving initial and boundary value problems using learning automata particle swarm optimization
by: Nemati, Kourosh, et al.
Published: (2015)

A framework of multi-objective particle swarm optimization in motion segmentation problem
by: Amir Sjarif, Nilam Nur, et al.
Published: (2012)

Particle swarm optimization: technique, system and challenges
by: Rini, Dian Palupi, et al.
Published: (2011)

Artificial Fish Swarm Optmization for Multilayernetwork Learning in Classification Problems
by: Hasan, Shafaatunnur, et al.
Published: (2012)

Handwritten digits recognition using particle swarm optimization
by: Ba-Karait, N. O. S., et al.
Published: (2008)

Economic indicators selection for crime rates forecasting using cooperative feature selection
by: Alwee, Razana, et al.
Published: (2013)

EEG signals classification using a hybrid method based on negative selection and particle swarm optimization
by: Ba-Karait, Nasser Omer, et al.
Published: (2012)

Particle swarm optimization for NURBS curve fitting
by: Setyo Adi, Delint Ira, et al.
Published: (2009)

Topologi kejiranan gabungan rangkaian kohonen dan particle swarm optimization (pso)
by: Forkan, Fadni, et al.
Published: (2006)

Hybrid Learning Enhancement of RBF network based on particle swarm optimization
by: Qasem, Sultan Noman, et al.
Published: (2009)

Improved SpikeProp for using particle swarm optimization
by: Ahmed, Falah Y. H., et al.
Published: (2013)

Improving performance of radial basis function network based with particle swarm optimization
by: Shamsuddin, Siti Mariyam, et al.
Published: (2009)

Radial basis function network based on multi-objective particle swarm optimization
by: Qasem, Sultan Noman, et al.
Published: (2009)

Automatic classification of diabetic retinopathy through segmentation using CNN
by: Abbood, Saif Hameed, et al.
Published: (2022)

Automatic classification of diabetic retinopathy through segmentation using CNN
by: Abbood, Saif Hameed, et al.
Published: (2022)

Improving generalization of radial basis function network with adaptive multi-objective particle swarm optimization
by: Qasem, Sultan Noman, et al.
Published: (2009)

Intelligent Web caching using neurocomputing and particle swarm optimization algorithm
by: Sulaiman, Sarina, et al.
Published: (2008)

Comparison of social network structure for particle swarm optimization
by: Chey, Kok Huat
Published: (2008)

Improving non-uniform rational B-splines' knot removal with particle swarm optimization
by: Ibrahim, Abdul Rahman, et al.
Published: (2009)

Radial basis function network based on time variant multi-objective particle swarm optimization for medical diseases diagnosis
by: Qasem, Sultan Noman, et al.
Published: (2011)

Autonomous spy© : intelligent web proxy caching detection using neurocomputing and particle swarm optimization
by: Sulaiman, Sarina, et al.
Published: (2009)

Semi-supervised SVM-based feature selection for cancer classification using microarray gene expression data
by: Ang, Jun Chin, et al.
Published: (2015)

Enhancement of artificial neural network learning using centripetal accelerated particle swarm optimization for medical diseases diagnosis
by: Shamsuddin, Siti Mariyam, et al.
Published: (2014)