Bacterial foraging optimisation: Nelder-Mead hybrid algorithm for economic load dispatch

IET Generation, Transmission and Distribution

Volumn 2, Issue 4, 2008, Pages 556-565

  Panigrahi, B K ^a   Ravikumar Pandi, V ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ECONOMIC ANALYSIS; OPTIMIZATION;

BACTERIAL FORAGING (BF); TRANSMISSION LOSSES;

ELECTRIC LOADS;

EID: 44349083059     PISSN: 17518687     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-gtd:20070422     Document Type: Article

References (42)

1. Choudhary, B.H., and Rahman, S.: ' A review of recent advances in economic dispatch ', IEEE Trans. Power Syst., 1990, 5, (4), p. 1248-1259 0885-8950
2. Happ, H.H.: ' Optimal power dispatch - a comprehensive survey ', IEEE Trans Power Appar. Syst., 1971, PAS-96, p. 841-854 0018-9510
3. Wood, A.J., and Wollenberg, B.F.: ' Power generation, operation and control ', (Wiley, New York, 1984)
4. Chen, C.L., and Wang, S.C.: ' Branch and bound scheduling for thermal generating units ', IEEE Trans. Energy Convers., 1993, 8, (2), p. 184-189 10.1109/60.222703 0885-8969
5. Lee, K.Y., Park, Y.M., and Ortiz, J.L.: ' Fuel cost minimization for both real and reactive power dispatches ', IEE Proc. C, Gener. Transm. Distrib., 1984, 131, (3), p. 85-93 0143-7046
6. Lin, C.E., and Viviani, G.L.: ' Hierarchical economic dispatch for piecewise quadratic cost functions ', IEEE Trans. Power Appar. Syst., 1984, PAS-103, p. 1170-1175 0018-9510
7. Bakirtzis, A., Petridis, V., and Kazarlis, S.: ' Genetic algorithm solution to the economic dispatch problem ', Proc. Inst. Electr. Eng. Gener. Transm. Distrib., 1994, 141, (4), p. 377-382
8. Lee, F.N., and Breipohl, A.M.: ' Reserve constrained economic dispatch with prohibited operating zones ', IEEE Trans. Power Syst., 1993, 8, p. 246-254 10.1109/59.221233 0885-8950
9. Sheble, G.B., and Brittig, K.: ' Refined genetic algorithm-economic dispatch example ', IEEE Paper 94 WM 199-0 PWRS, Presented at the IEEE/PES 1994, Winter Meeting
10. Walters, D.C., and Sheble, G.B.: ' Genetic algorithm solution of economic dispatch with valve point loading ', IEEE Trans. Power Syst., 1993, 8, (3), p. 1325-1332 10.1109/59.260861 0885-8950
11. Ma, H., El-Keib, A.A., and Smith, R.E.: ' A genetic algorithm-based approach to economic dispatch of power systems ', IEEE Conf., 1994
12. Gaing, Z.-L.: ' Particle swarm optimization to solving the economic dispatch considering the generator constraints ', IEEE Trans. Power Syst., 2003, 18, (3), p. 1187-1195 10.1109/TPWRS.2003.814889 0885-8950
13. Park, J.B., Lee, K.S., Shin, J.R., and Lee, K.Y.: ' A particle swarm optimization for economic dispatch with non-smooth cost functions ', IEEE Trans. Power Syst., 2005, 20, (1), p. 34-42 10.1109/TPWRS.2004.831275 0885-8950
14. Chen, P.H., and Chang, H.C.: ' Large scale economic dispatch by genetic algorithm ', IEEE Trans. Power Syst., 1995, 10, (4), p. 1919-1926 10.1109/59.476058 0885-8950
15. Yalcionoz, T., Altun, H., and Uzam, M.: ' Economic dispatch solution using a genetic algorithm based on arithmetic crossover ', Proc. IEEE Proto Power Tech. Conf., Proto, Portugal, September, 2001
16. Fung, C.C., Chow, S.Y., and Wong, K.P.: ' Solving the economic dispatch problem with an integrated parallel genetic algorithm ', Proc. PowerCon Int. Conf., 2000, 3, p. 1257-1262
17. Fogel, D.B.: ' Evolutionary computation: toward a new philosophy of machine intelligence ', 2nd edn (IEEE Press, Piscataway, NJ, 2000)
18. Eberhart, R.C., and Shi, Y.: ' Comparison between genetic algorithms and particle swarm optimization ', Proc. IEEE Int. Conf. Evol. Comput., May, 1998, p. 611-616
19. Damousis, J.G., Unkirlzis, A.G., and Dokopoulos, P.S.: ' Network-constrained economic dispatch using real-coded genetic algorithm ', IEEE Trans. Power Syst., 1995, 8, (4), p. 198-205 0885-8950
20. Wong, K.P., and Wong, Y.W.: ' Genetic and genetic/simulated - annealing approaches to economic dispatch ', Proc. Inst. Electr. Eng. Gener. Transm. Distrib., 1994, 141, (5), p. 507-513
21. Yang, H.T., Yang, P.C., and Huang, C.L.: ' Evolutionary programming based economic dispatch for units with non-smooth fuel cost functions ', IEEE Trans. Power Syst., 1996, 11, (1), p. 112-118 10.1109/59.485992 0885-8950
22. Lin, W.-M., Cheng, F.-S., and Tsay, M.-T.: ' An improved tabu search for economic dispatch with multiple minima ', IEEE Trans. Power Syst., 2002, 17, (1), p. 108-112 10.1109/59.982200 0885-8950
23. Sinha, N., Chakrabarti, R., and Chattopadhyay, P.K.: ' Evolutionary programming techniques for economic load dispatch ', IEEE Trans. Evol. Comput., 2003, 7, (1), p. 83-94 10.1109/TEVC.2002.806788 1089-778X
24. Pereira-Neto, A., Unsihuay, C., and Saavedra, O.R.: ' Efficient evolutionary strategy optimisation procedure to solve the nonconvex economic dispatch problem with generator constraints ', Proc. Inst. Electr. Eng., Gen., Transm., Distrib., 2005, 152, (5), p. 653-660
25. Park, J.H., Kim, Y.S., Eom, I.K., and Lee, K.Y.: ' Economic load dispatch for piecewise quadratic cost function using Hopfield neural network ', IEEE Trans. Power Syst., 1993, 8, (3), p. 1030-1038 10.1109/59.260897 0885-8950
26. Lee, K.Y., Sode-Yome, A., and Park, J.H.: ' Adaptive hopfield neural network for economic load dispatch ', IEEE Trans. Power Syst., 1998, 13, (2), p. 519-526 0885-8950
27. Naresh, R., Dubey, J., and Sharma, J.: ' Two phase neural network based modeling framework of constrained economic load dispatch ', IEE Proc., Gener. Transm. Distrib., 2004, 151, (3), p. 373-378 10.1049/ip-gtd:20040381 1350-2360
28. Passino, K.M.: ' Biomimicry of bacterial foraging for distributed optimization and control ', IEEE Control Syst. Mag., 2002, 22, (3), p. 52-67 10.1109/MCS.2002.1004010 0272-1708
29. Liu, Y., and Passino, K.M.: ' Biomimicry of social foraging bacteria for distributed optimization models, principles and emergent behaviors ', J. Optim. Theory Appl., 2002, 115, (3), p. 603-628 10.1023/A:1021207331209 0022-3239
30. Gazi, V., and Passino, K.M.: ' Stability analysis of swarms in an environment with an attractant/repellent profile ', Proc. American Control Conf., Anchorage, Alaska, May, 2002, p. 1819-1824
31. Gazi, V., and Passino, K.M.: ' Stability analysis of swarms ', Proc. American Control Conf., Anchorage, Alaska, May, 2002, p. 1813-1818
32. Passino, K.M.: ' Biomimicry for optimization, control and automation ', (Springer, 2005), 18, p. 768-818
33. Nelder, J.A., and Mead, R.: ' A simplex method for function minimization ', Comput. J., 1965, 7, p. 308-313
34. Tomick, J.J., Arnold, S.F., and Barton, R.R.: ' Sample size selection for improved Nelder-Mead performance ', Winter Simulation Conf. Proc, December, 3-6, 1995, p. 341-345
35. Barton, R.R., and Ivey, J.S.: ' Modifications of the Nelder-Mead simplex method for stochastic simulation response optimization ', Winter Simulation Conf. Proc, December, 8-11, 1991, p. 945-953
36. Mathews, J.H., and Fink, K.K.: ' Numerical methods using Matlab ', 4th edn (Prentice-Hall Inc., 2004), 8
37. Rardin, R.L.: ' Optimization in operations research ', (Prentice-Hall, 1998)
38. Available at: http://www.cse.uiuc.edu/eot/modules/optimization/ NelderMead/ - Demo module in Java
39. Jiejin, C., Xiaoqian, M., Lixiang, L., and Haipeng, P.: ' Chaotic particle swarm optimization for economic dispatch considering the generator constraints ', Energy convers. Manage., 2007, 48, p. 645-653 0196-8904
40. Selvakumar, A.I., and Thanushkodi, K.: ' A new particle swarm optimization Solution to nonconvex economic dispatch problems ', IEEE Trans. Power Syst., 2007, 22, (1), p. 42-51 10.1109/TPWRS.2006.889132 0885-8950
41. Coelho, L.D.S., and Mariani, V.C.: ' Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve point effect ', IEEE Trans. Power Syst., 2006, 21, (2), p. 989-996 10.1109/TPWRS.2006.873410 0885-8950
42. Coelho, L.D.S., and Mariani, V.C.: ' Erratum correlation to-combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve point effect ', IEEE Trans. Power Syst., 2006, 21, (3), p. 1465 0885-8950