Polyphyletic migration operator and orthogonal learning aided biogeography-based optimization for dynamic economic dispatch with valve-point effects

Energy Conversion and Management

Volumn 80, Issue , 2014, Pages 457-468

  Xiong, Guojiang ^a   Li, Yinhong ^a   Chen, Jinfu ^a   Shi, Dongyuan ^a   Duan, Xianzhong ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Biogeography based optimization; Constraint handling; Dynamic economic dispatch; Orthogonal learning; Polyphyletic migration operator; Valve point effects

Indexed keywords

EID: 84894540739     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2013.12.052     Document Type: Article

References (45)

1. P. Attaviriyanupap, H. Kita, E. Tanaka, and J. Hasegawa A hybrid EP and SQP for dynamic economic dispatch with nonsmooth fuel cost function IEEE Trans Power Syst 17 2 2002 411 416
2. E.S. Fraga, L. Yang, and L.G. Papageorgiou On the modelling of valve point loadings for power electricity dispatch Appl Energy 91 1 2012 301 303
3. X. Xia, and A.M. Elaiw Optimal dynamic economic dispatch of generation: a review Electr Power Syst Res 80 8 2010 975 986
4. G. Xiong, D. Shi, and X. Duan Multi-strategy ensemble biogeography-based optimization for economic dispatch problems Appl Energy 111 2013 801 811
5. T. Victoire, and A.E. Jeyakumar A modified hybrid EP-SQP approach for dynamic dispatch with valve-point effect Int J Electr Power Energy Syst 27 8 2005 594 601
6. Chen G. Improved evolutionary programming & its application in economic dispatch problem. In: 2010 Asia-Pacific power and energy engineering conference (APPEEC). Chengdu; 2010. p. 1-4.
7. S. Ganjefar, and M. Tofighi Dynamic economic dispatch solution using an improved genetic algorithm with non-stationary penalty functions Eur Trans Electr Power 21 3 2011 1480 1492
8. H. Yang, J. Yi, J. Zhao, and Z.Y. Dong Extreme learning machine based genetic algorithm and its application in power system economic dispatch Neurocomputing 102 2013 154 162
9. X. Yuan, A. Su, Y. Yuan, H. Nie, and L. Wang An improved PSO for dynamic load dispatch of generators with valve-point effects Energy 34 1 2009 67 74
10. Y. Wang, J. Zhou, Y. Lu, H. Qin, and Y. Wang Chaotic self-adaptive particle swarm optimization algorithm for dynamic economic dispatch problem with valve-point effects Expert Syst Appl 38 11 2011 14231 14237
11. B. Mohammadi-ivatloo, A. Rabiee, and M. Ehsan Time-varying acceleration coefficients IPSO for solving dynamic economic dispatch with non-smooth cost function Energy Convers Manage 56 2012 175 183
12. T. Niknam, and F. Golestaneh Enhanced adaptive particle swarm optimisation algorithm for dynamic economic dispatch of units considering valve-point effects and ramp rates IET Gener Transm Distrb 6 5 2012 424 435
13. Y. Wang, J. Zhou, H. Qin, and Y. Lu Improved chaotic particle swarm optimization algorithm for dynamic economic dispatch problem with valve-point effects Energy Convers Manage 51 12 2010 2893 2900
14. B.K. Panigrahi, V. Ravikumar Pandi, and S. Das Adaptive particle swarm optimization approach for static and dynamic economic load dispatch Energy Convers Manage 49 6 2008 1407 1415
15. R. Balamurugan, and S. Subramanian Differential evolution-based dynamic economic dispatch of generating units with valve-point effects Electr Power Comp Syst 36 8 2008 828 843
16. X. Yuan, L. Wang, Y. Yuan, Y. Zhang, B. Cao, and B. Yang A modified differential evolution approach for dynamic economic dispatch with valve-point effects Energy Convers Manage 49 12 2008 3447 3453
17. D. He, G. Dong, F. Wang, and Z. Mao Optimization of dynamic economic dispatch with valve-point effect using chaotic sequence based differential evolution algorithms Energy Convers Manage 52 2 2011 1026 1032
18. S. Hemamalini, and S.P. Simon Dynamic economic dispatch using artificial bee colony algorithm for units with valve-point effect Eur Trans Electr Power 21 1 2011 70 81
19. R. Azizipanah-Abarghooee A new hybrid bacterial foraging and simplified swarm optimization algorithm for practical optimal dynamic load dispatch Int J Electr Power Energy Syst 49 2013 414 429
20. S. Sivasubramani, and K.S. Swarup Hybrid SOA-SQP algorithm for dynamic economic dispatch with valve-point effects Energy 35 12 2010 5031 5036
21. D. Simon Biogeography-based optimization IEEE Trans Evolut Comput 12 6 2008 702 713
22. H. Ma An analysis of the equilibrium of migration models for biogeography-based optimization Inform Sci 180 18 2010 3444 3464
23. I. Boussaïd, A. Chatterjee, P. Siarry, and M. Ahmed-Nacer Biogeography-based optimization for constrained optimization problems Comput Oper Res 39 12 2012 3293 3304
24. A. Bhattacharya, and P.K. Chattopadhyay Biogeography-based optimization for different economic load dispatch problems IEEE Trans Power Syst 25 2 2010 1064 1077
25. P.K. Roy, S.P. Ghoshal, and S.S. Thakur Biogeography based optimization for multi-constraint optimal power flow with emission and non-smooth cost function Expert Syst Appl 37 12 2010 8221 8228
26. U. Singh, H. Kumar, and T.S. Kamal Design of Yagi-Uda antenna using biogeography based optimization IEEE Trans Antenn Propag 58 10 2010 3375 3379
27. W. Gong, Z. Cai, and C. Ling DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization Soft Comput 15 4 2010 645 665
28. G. Xiong, D. Shi, and X. Duan Enhancing the performance of biogeography-based optimization using polyphyletic migration operator and orthogonal learning Comput Oper Res 41 2014 125 139
29. G.P. Granelli, P. Marannino, M. Montagna, and A. Silvestri Fast and efficient gradient projection algorithm for dynamic generation dispatching IEE P-Gener Transm D 136 5 1989 295 302
30. C.B. Somuah, and N. Khunaizi Application of linear programming redispatch technique to dynamic generation allocation IEEE Trans Power Syst 5 1 1990 20 26
31. B. Mohammadi-ivatloo, A. Rabiee, A. Soroudi, and M. Ehsan Imperialist competitive algorithm for solving non-convex dynamic economic power dispatch Energy 44 1 2012 228 240
32. Z.H. Zhan, J. Zhang, Y. Li, and Y.H. Shi Orthogonal learning particle swarm optimization IEEE Trans Evolut Comput 15 6 2011 832 847
33. Y.W. Leung, and Y. Wang An orthogonal genetic algorithm with quantization for global numerical optimization IEEE Trans Evolut Comput 5 1 2001 41 53
34. S.Y. Ho, H.S. Lin, W.H. Liauh, and S.J. Ho OPSO: Orthogonal particle swarm optimization and its application to task assignment problems IEEE Trans Syst Man Cybern A Syst Hum 38 2 2008 288 298
35. W. Gao, S. Liu, and L. Huang A novel artificial bee colony algorithm based on modified search equation and orthogonal learning IEEE Trans Cybern 43 3 2013 1011 1024
36. S. Hemamalini, and S.P. Simon Dynamic economic dispatch using Maclaurin series based Lagrangian method Energy Convers Manage 51 11 2010 2212 2219
37. J.S. Alsumait, M. Qasem, J.K. Sykulski, and A.K. Al-Othman An improved pattern search based algorithm to solve the dynamic economic dispatch problem with valve-point effect Energy Convers Manage 51 10 2010 2062 2067
38. P.S. Manoharan, P.S. Kannan, S. Baskar, M. Willjuice Iruthayarajan, and V. Dhananjeyan Covariance matrix adapted evolution strategy algorithm-based solution to dynamic economic dispatch problems Eng Optimiz 41 7 2009 635 657
39. J. Aghaei, T. Niknam, R. Azizipanah-Abarghooee, and J.M. Arroyo Scenario-based dynamic economic emission dispatch considering load and wind power uncertainties Int J Electr Power Energy Syst 47 2013 351 367
40. T. Niknam, R. Azizipanah-Abarghooee, and J. Aghaei A new modified teaching-learning algorithm for reserve constrained dynamic economic dispatch IEEE Trans Power Syst 28 2 2013 749 763
41. A.Y. Saber Economic dispatch using particle swarm optimization with bacterial foraging effect Int J Electr Power Energy Syst 34 1 2012 38 46
42. A. Immanuel Selvakumar Enhanced cross-entropy method for dynamic economic dispatch with valve-point effects Int J Electr Power Energy Syst 33 3 2011 783 790
43. M. Basu Hybridization of bee colony optimization and sequential quadratic programming for dynamic economic dispatch Int J Electr Power Energy Syst 44 1 2013 591 596
44. R. Arul, G. Ravi, and S. Velusami Chaotic self-adaptive differential harmony search algorithm based dynamic economic dispatch Int J Electr Power Energy Syst 50 2013 85 96
45. B. Bahmani-Firouzi, E. Farjah, and A. Seifi A new algorithm for combined heat and power dynamic economic dispatch considering valve-point effects Energy 52 2013 320 332