A new genetic algorithm with Lamarckian individual learning for generation scheduling

IEEE Transactions on Power Systems

Volumn 18, Issue 3, 2003, Pages 1181-1186

  Mashhadi, Habib Rajabi ^a   Shanechi, Hasan Modir ^a,b   Lucas, Caro ^c  

^a FERDOWSI UNIVERSITY OF MASHHAD   (Iran)

^b NEW MEXICO INSTITUTE OF MINING AND TECHNOLOGY   (United States)

^c UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Evolution theory; Genetic algorithm; Global local search; Hybrid methods; Unit commitment

Indexed keywords

CONSTRAINT THEORY; MATHEMATICAL OPERATORS; OPTIMIZATION; PROBLEM SOLVING; SCHEDULING;

GENERATION SCHEDULING;

GENETIC ALGORITHMS;

EID: 0042526098     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2003.814888     Document Type: Article

References (12)

1. A. J. Wood and B. F. Wollenberg, "Power generation, operation and control," in Power Systems. New York: John Wiley & Sons, 1996.
2. G. B. Sheble and G. N. Fahd, "Unit commitment literature synopsis," IEEE Trans. on PWRS, vol. 9, no. 1, pp. 128-135, Feb 1994.
3. S. Sen and D. P. Kothari, "Optimal thermal generating unit commitment, a review," Electrical Energy System, vol. 20, no. 7, pp. 443-451, 1998.
4. D. A. Whitley, "A genetic algorithm tutorial," Journal of Statistics and Computation, vol. 4, pp. 65-85, 1994.
5. R. Mashhadi, St. Niessen, H.-J. Haubich, and M. H. Shanechi, "Transactions evaluation and unit commitment in a bilateral electricity market using genetic algorithms," European Transaction for Electrical Power (ETEP), vol. 11, no. 5, Sept/October 2001.
6. S. Huse et al., "Thermal power generation scheduling by simulated competition," IEEE Trans. on PWRS, vol. 14, no. 2, pp. 472-477, May 1999.
7. M. Huneault, F. D. Galiana, and G. Gross, "A review of restructuring in the electricity business," in 13th PSCC, Trondheim, Jun. 1999, pp. 19-31.
8. M. Mitchel and S. Forrest, "Genetic algorithm and artificial life," J. Artificial Life, 1994.
9. H. R. Mashhadi, S. Niessen, and H.-J. Haubrich, "Angebotsbewertung und kraftwerkseinsatzoptimierung mit genetischen algorithmen," Energie-Wirtschaftliche Tagesfragen (ET), vol. Heft 8, August 2000.
10. D.E. Goldberg and S. Voessner. (1999) Optimizing Global-Local Search Hybrids. [Online]. Available: http://www-IlliGal.ge.uiuc.edu/
11. H. Bersini, "Hybridize, Hybridize and Hybridize Again," Universite Libre de Bruxelles, IRIDIA, 1996.
12. C. Wang and S. M. Shahidehpour, "Effects of ramp rate limits on unit commitment and economic dispatch," IEEE Trans. on Power Systems, vol. 8, no. 3, August 1993.