Particle swarm algorithm with hybrid mutation strategy

Applied Soft Computing Journal

Volumn 11, Issue 8, 2011, Pages 5129-5142

  Gao, Hao ^a,b   Xu, Wenbo ^b  

^a TSINGHUA UNIVERSITY   (China)

^b JIANGNAN UNIVERSITY   (China)

Author keywords

Henon map; Monte Carlo Simulation; Mutation; Particle swarm optimization; Power system

Indexed keywords

BENCHMARK FUNCTIONS; ECONOMIC DISPATCH PROBLEMS; FAST CONVERGENCE RATE; GLOBAL SEARCHING ABILITY; HENON MAP; HYBRID PARTICLE SWARM OPTIMIZATION; HYBRID PSO; LAST STAGE; MONTE CARLO SIMULATION; MUTATION; MUTATION OPERATIONS; MUTATION OPERATORS; MUTATION STRATEGY; NEW PARTICLE SWARM OPTIMIZATION; PARTICLE SWARM; PARTICLE SWARM ALGORITHM; PRACTICAL PROBLEMS; PSO ALGORITHMS; TEST FUNCTIONS;

ALGORITHMS; COMPUTER SIMULATION; MONTE CARLO METHODS; POWER TRANSMISSION; STANDBY POWER SYSTEMS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 80053572623     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2011.05.046     Document Type: Article

References (35)

1. J. Kennedy, and R.C. Eberhart Particle swarm optimization Proc. IEEE Int. Conf. Neural Networks 4 1995 1942 1948
2. J. Kennedy, and R.C. Eberhart Swarm Intelligence 2001 Morgan Kaufmann San Mateo, CA
3. V.S. Pappala, I. Erlich, K. Rohrig, and J.A. Dobschinski A stochastic modal for the optimal operation of a wind-thermal power system IEEE Trans. Power Syst. 24 May (2) 2009 940 950
4. P. Acharjee, and S.K. Goswamj A decoupled power flow algorithm using particle swarm optimization technique Energy Convers. Manage. 50 September (9) 2009 2351 2360
5. S. Dutta, and S.P. Singh Optimal rescheduling of generators for congestion management based on particle swarm optimization IEEE Trans. Power Syst. 23 November (4) 2008 1560
6. S. Kiranyaz, T. Ince, A. Yildirim, and M. Gabbouj Evolutionary artificial neural networks by multi-dimensional particle swarm optimization Neural Networks 22 December (10) 2009 1448 1462
7. H.L. Wei, S.A. Billings, Y.F. Zhao, and L.Z. Guo Lattice dynamical wavelet neural networks implemented using particle swarm optimization for spatiooral system identification IEEE Trans. Neural Network 20 January (1) 2009 181 185
8. C.J. Lin, C.H. Chen, and C.T. Lin A hybrid of cooperative particle swarm optimization and cultural algorithm for neural fuzzy networks and its prediction applications IEEE Trans. Syst. Man Cybernetics Part C 39 January (1) 2009 55 68
9. L. Zhao, F. Qian, Y. Yang, Y. Zeng, and H. Su Automatically extracting T-S fuzzy models using cooperative random learning particle swarm optimization Appl. Soft Comput. 10 June (3) 2010 938 944
10. B. Jiao, Z.G. Lian, and X.S. Gu A dynamic inertia weight particle swarm optimization algorithm Chaos Solitons Fractal September 2008 698 705 1362-1381 (Pubitemid 351335358)
11. H Gao, Wenbo Xu, A new particle swarm algorithm and its globally convergent modifications, IEEE Trans. Syst., Man, and Cybern. B, Cybern., in press
12. S.H. Ling, H.H.C. Iu, and K.Y. Chan Hybrid particle swarm optimization with wavelet mutation and its industrial applications IEEE Trans. Syst. Man Cybernetics 38 June (3) 2008 743 763 (Pubitemid 351796155)
13. X.C. Zhao A perturbed particle swarm algorithm for numerical optimization Appl. Soft Comput. 10 1 2010 119 124
14. M.G.H. Omran, A.P. Engelbrecht, and A. Salman Differential evolution based particle swarm optimization IEEE Conf. Swarm Intelligence Symposium (SIS) 2007 112 119 (Pubitemid 47431828)
15. M.R. Chen, X. Li, X. Zhang, and Y.Z. Lu A novel particle swarm optimizer hybridized with extremal optimization Appl. Soft Comput. 10 2 2010 367 373
16. D. Dumitrescu, B. Lazzerini, L.C. Jain, and A. Dumitrescu Evolutionary Computation 2000 CRC Press
17. N. Hiqushi, and H. Iba Particle swarm optimization with gaussian mutation IEEE Conf. Swam Intelligence Symposium (SIS) April 2003 72 79
18. P.S. Andrews An investigation into mutation operators for particle swarm optimization IEEE Cong. on Evol. Comput. September 2006 1044 1051 (Pubitemid 47130613)
19. H. Wang, and Y. Liu A hybrid particle swarm algorithm with cauchy mutation IEEE Conf. Swarm Intelligence Symposium (SIS) 2007 356 360 (Pubitemid 47431861)
20. H. Wang, Y. Liu, Z. Wu, H. Sun, S.Y. Zeng, and L.S. Kang An improved particle swarm optimization with adaptive jumps IEEE Cong. on Evol. Comput. 2008 392 397
21. S.H. Ling, H.H.C. Iu, K.Y. Chan, H.K. Lam, B.C.W. Yeung, and F.H. Leung Hybrid particle swarm optimization with wavelet mutation and its industrial applications IEEE Trans. Syst. Man Cybernetics 38 June (3) 2008 743 763 (Pubitemid 351796155)
22. C. Leandro dos Santos An efficient particle swarm approach for mixed-integer programming in reliability-redundancy optimization applications Reliab. Eng. Syst. Saf. 94 April (4) 2009 830 837
23. M. Clerc, and J. Kennedy The particle swarm-explosion, stability, and convergence in a multi-dimensional complex space IEEE Trans. Evol. Comput. 6 1 2002 58 73 (Pubitemid 34404564)
24. F. van Den Bergh, An analysis of particle swarm optimizers, Ph.D. Dissertation, University of Pretoria, November 2001, unpublished.
25. P.P. Boyle A Monte Carlo approach J. Financ. Econ. 4 May (3) 1977 323 338
26. Y. Shi, and R. Eberhart A modified particle swarm optimizer IEEE Int. Conf. Evol. Comput. 1998 69 73
27. I. Daubechies Ten Lectures on Wavelet 1992 SIAM Philadelphia, PA
28. X. Yao, and Y. Liu Evolutionary programming made faster IEEE Trans. Evol. Comput. 3 July (2) 1999 82 102
29. M.M. Ali, C. Khompatraporn, and Z.B. Zabinsky A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems J. Global Optim. November 2005 635 672 (Pubitemid 40963404)
30. F. Van Den Bergh, and A.P. Engelbrecht Effect of swarm size on cooperative particle swarm optimizers Proc. Genetic Evolution. Comp. Conf. (GECCO-2001), San Francisco CA, July 2001 892 899
31. D. Whitley, R. Beveridge, C. Graves, and K. Mathias Test driving three 1995 genetic algorithms: new test functions and geometric matching J. Heuristics 1 September (1) 1995 77 104
32. D. Whitley, K. Mathias, S. Rana, and J. Dzubera Evaluating evolutionary algorithms Artif. Intell. 85 1-2 1996 245 276 (Pubitemid 126363731)
33. P.H. Chen, and H.C. Chang Large-scale economic dispatch by genetic algorithm IEEE Trans. Power Syst. 10 February (1) 1995 117 124
34. L. dos, S. Coelho, and V.C. Mariani Particle swarm approach based on quantum mechanics and harmonic oscillator potential well for economic load dispatch with valve-point effects Energy Convers. Manage. 49 11 2008 3080 3085
35. H. Saadat Power System Analysis 1999 McGraw-Hill New York