An enhanced particle swarm optimization with levy flight for global optimization

Applied Soft Computing - Tập 43 - Trang 248-261 - 2016
R. Jensi1, G. Wiselin Jiji1
1Dr. Sivanthi Aditanar College of Engineering, Tiruchendur, Tamil Nadu, India

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Tài liệu tham khảo

Haklı, 2014, A novel particle swarm optimization algorithm with Levy flight, Appl. Soft Comput., 333, 10.1016/j.asoc.2014.06.034

Chechkin, 2008, Introduction to the theory of Lévy flights, 129

Eberhart, 2001

Yang, 2010

Yang, 2010

Zhang, 2006, An ant colony optimization algorithm for learning classification rules, 1034

Pham, 2005

Kennedy, 1995, Particle swarm optimization, 1942

Parpinelli, 2002, Data mining with an ant colony optimization algorithm, IEEE Trans. Evolut. Comput., 6, 321, 10.1109/TEVC.2002.802452

Van, 2003, Data clustering using particle swarm optimization, 215

Cui, 2005, Document clustering using particle swarm optimization

Sarangi, 2011, DEPSO and PSO-QI in digital filter design, Expert Syst. Appl., 38, 10966, 10.1016/j.eswa.2011.02.140

Chang, 2009, A PSO method with nonlinear time-varying evolution based on neural network for design of optimal harmonic filters, Expert Syst. Appl., 36, 6809, 10.1016/j.eswa.2008.08.007

Yang, 2007, Research into a feature selection method for hyper spectral imagery using PSO and SVM, J. China Univ. Min. Technol., 17, 473, 10.1016/S1006-1266(07)60128-X

Chuang, 2008, Improved binary PSO for feature selection using gene expression data, Comput. Biol. Chem., 32, 29, 10.1016/j.compbiolchem.2007.09.005

Zhang, 2011, Image segmentation using PSO and PCM with Mahalanobis distance, Expert Syst. Appl., 38, 9036, 10.1016/j.eswa.2011.01.041

Yang, 2010, Logic circuit design by neural network and PSO algorithm, 456

Liang, 2006, Comprehensive learning particle swarm optimizer for global optimization of multimodal functions, IEEE Trans. Evolut. Comput., 281, 10.1109/TEVC.2005.857610

Shi, 1998, A modified particle swarm optimizer, 69

Zhan, 2011, Orthogonal learning particle swarm optimization, IEEE Trans. Evolut. Comput., 15, 832, 10.1109/TEVC.2010.2052054

Xinchao, 2010, A perturbed particle swarm algorithm for numerical optimization, Appl. Soft Comput., 10, 119, 10.1016/j.asoc.2009.06.010

Wang, 2011, Self-adaptive learning based particle swarm optimization, Inf. Sci., 181, 4515, 10.1016/j.ins.2010.07.013

Tsoulos, 2010, Enhancing PSO methods for global optimization, Appl. Math. Comput., 216, 2988, 10.1016/j.amc.2010.04.011

Ratnaweera, 2004, Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients, IEEE Trans. Evolut. Comput., 8, 240, 10.1109/TEVC.2004.826071

Yang, 2007, A modified particle swarm optimizer with dynamic adaptation, Appl. Math. Comput., 189, 1205, 10.1016/j.amc.2006.12.045

Mendes, 2004, The fully informed particle swarm: simpler, may be better, IEEE Trans. Evolut. Comput., 8, 204, 10.1109/TEVC.2004.826074

Kennedy, 2002, Population structure and particle swarm performance, 1671

Liang, 2005, Dynamic multi-swarm particle swarm optimizer, 124

Beheshti, 2014, Fusion global-local-topology particle swarm optimization for global optimization problems, Math. Probl. Eng., 10.1155/2014/907386

Yang, 2009, Cuckoo search via Lévy flights, 210

G. Wang, L. Guo, A.H. Gandomi, L. Cao, A.H. Alavi, H. Duan, J. Li, Lévy-Flight Krill Herd Algorithm, 2013. http://dx.doi.org/10.1155/2013/682073.

Bacanin, 2011, An object-oriented software implementation of a novel cuckoo search algorithm, 245

Tuba, 2011, Modified cuckoo search algorithm for unconstrained optimization problems, 263

Yang, 2010, Firefly algorithm, Lévy flights and global optimization, vol. XXVI, 209

Xie, 2013, A novel bat algorithm based on differential operator and Levy flights trajectory, Comput. Intell. Neurosci., 2013, 10.1155/2013/453812

Omran, 2007