6 REFERENCES [1] Jorge Valenzuela, Alice E. Smith "A Seeded Memetic Algorithm for Large Unit Commitment Problems", Journal of Heuristics, Sep. 1999 [2] Roelof K. Brouwer, Witold Pedrycz "Training a feed-forward network with incomplete data due to missing input variables", 11 June 2002; accepted 19 June 2002 [3] Drezga, S. Rahman "SHORT-TERM LOAD FORECASTING WITH LOCAL ANN PREDICTORS" IEEE Transactions on Power Systems, Vol. 14, No. 3, August 1999 [4] J. Vermaak, "Recurrent Neural Networks" IEEE Transactions on Power Systems, Vol.13,No.1, February 1998 [5] Monica Adya, Fred Collop"How Effective are Neural Networks at Forecasting and Prediction? A Review and Evaluation" Journal of Forecasting J. Forecast. 17,481±495 (1998) [6] Kumarathasan, A.Sivabala, L.Perera, A.Aravinthan "Short-Term Load Forecasting Using Artificial Intelligence Techniques" [7] Tarik Rashid, B. Q. Huang, M-T. Kechadi and B. Gleeson "Auto Regressive Recurrent Neural Network Approach for Electri city Load Forecasting" International journal of computational intelligence Vol.3 No.l 2006 ISSN 1304-2386 [8] D Dentcheva, R Gollmer.A Moller "Solving the Unit Commitment Problem in Power Generation by Primal and Dual Methods" [9] K.Y. Lee, Y.T. Cha, J.H. Park "Short-Term load forecasting using an artificial Neural Network" Transactions on Power Systems, Vol 7, No. 1, February 1992 [10] Long-term Load Forecasting using Neural Nets Hiroshi Iwamiya and Bahman Kermanshahi Department of Electronics & Information Engineering Tokyo University of Agriculture and Technology 2-24-16, Naka-cho, Koganei-shi, Tokyo, 184-8588 Japan Phone and Fax: +81-42-388-7481 E-mail: iwamiya@cc.tuat.ac.jp, bah man@cc. tuat.ac.jp [11] Themothies HDS; "SHORT TERM DISPATCH MODEL FOR SRI LANKA HYDROTHERMAL POWER SYSTEM"; M Sc Degree Dissertation, Jan 2006 [ 12] Copyright © 2006 The Weather Underground, Inc. http://www.wunderground.com [13] http://class.ee.iastate.edu/berleant/home/Research/Pdfs/MarketlnteractionAndMarketPower/economic Dispatch.htm [14] CEB Statistical Digest-2005, Statistical Unit, Commercial & Corporate Branch, Distribution Region-3, PO Box 540, Colombo 02, Sri Lanka, 2005. [15] Allen, J Wood & Bruce F. Wollenberg "Power generation, Operation & Control", 1998 [ 16] Operations Planning, System Control Center, CEB "Dispatch Directives for one week based on METRO run and water management directives for one week ahead from weekly meeting decisions of Water Management Secretariat" [17] CEB," Power Purchase Agreements of Independent Power Producers". 62