Three different applications of genetic algorithm (GA) search techniques on oil demand estimation

Energy Conversion and Management

Volumn 47, Issue 18-19, 2006, Pages 3138-3148

  Canyurt, Olcay Ersel ^a   Öztürk, Harun Kemal ^a  

^a PAMUKKALE UNIVERSITY   (Turkey)

Author keywords

Future projections; Genetic algorithm; Oil consumption; Oil demand; Oil planning; Oil policy; Turkey

Indexed keywords

ESTIMATION; FUEL CONSUMPTION; GROUND VEHICLES; INTERNATIONAL TRADE; MATHEMATICAL MODELS; POPULATION STATISTICS; PROBLEM SOLVING; PRODUCTION CONTROL;

FUTURE PROJECTIONS; OIL CONSUMPTION; OIL DEMAND; OIL PLANNING; OIL POLICY; TURKEY;

GENETIC ALGORITHMS;

EID: 33745922353     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2006.03.009     Document Type: Article

References (25)

1. Sayin C., Mencet M.N., and Ozkan B. Assessing of energy policies based on Turkish agriculture: current status and some implications. Energy Policy 33 18 (2005) 2361-2373
2. WECTNC, World Energy Council Turkish National Committee, 1996 Energy Report and Statistics, Ankara, 1997 [in Turkish].
3. WECTNC, World Energy Council Turkish National Committee, 1998 Energy Report and Statistics, Ankara, 2000 [in Turkish].
4. WECTNC, World Energy Council Turkish National Committee, 2002 Energy Report and Statistics, Ankara, 2002 [in Turkish].
5. Kraft J., and Kraft A. On the relationship between energy and GNP. J Energy Dev 3 2 (1978) 401-403
6. Hwang D., and Gum B. The causal relationship between energy and GNP: the case of Taiwan. J Energy Dev 12 (1992) 219-226
7. Yu S.H., and Choi J.Y. The causal relationship between energy and GNP: an international comparison. J Energy Dev 10 2 (1985) 249-272
8. Córdoba A., and González-Monroy L.I. Genetic algorithms to optimize energy supply systems. Comput Phys Commun 121 (1999) 43-45
9. Caldas L.G., and Norford L.K. Genetic algorithms for optimization of building envelopes and the design and control of HVAC systems. J Solar Energy Eng 125 (2003) 343-351
10. Ozturk H.K., Ceylan H., Hepbasli A., and Utlu Z. Estimating petroleum exergy production and consumption using vehicle ownership and GNP based on genetic algorithm approach. Renewable Sustainable Energy Rev 8 (2004) 289-302
11. Canyurt O.E., Ozturk H.K., Hepbasli A., and Utlu Z. Estimating the Turkish residential-commercial energy output based on genetic algorithm (GA) approaches. Energy Policy 33 8 (2005) 1011-1019
12. Ozturk H.K., Canyurt O.E., Hepbasli A., and Utlu Z. Residential-commercial energy input estimation based on genetic algorithm (GA) approaches: an application of Turkey. Energy Build 36 (2004) 175-183
13. Canyurt OE, Ozturk HK, Hepbasli A, Utlu Z. Genetic algorithm (GA) approaches for the transport energy demand estimation: model development and application. Energy Sour, in press.
14. ZhiDong L. An econometric study on China's economy, energy and environment to the year 2030. Energy Policy 31 (2003) 1137-1150
15. Husmann H.-J., and Tantau H.-J. Integrated optimization of energy supply systems in horticulture using genetic algorithms. Comput Electron Agric 31 (2001) 47-59
16. Huang Y., Gedeon T.D., and Wong P.M. An integrated neural-fuzzy-genetic-algorithm using hyper-surface membership functions to predict permeability in petroleum reservoirs. Eng Appl Artificial Intell 14 (2001) 15-21
17. Ziver A.K., Pain C.C., Carter J.N., de Oliveira C.R.E.A., Goddard J.H., and Overton R.S. Genetic algorithms and artificial neural networks for loading pattern optimization of advanced gas-cooled reactors. Ann Nucl Energy 31 (2004) 431-457
18. Hajela P. Genetic search, an approach to the non-convex optimization problem. AIAA J 26 7 (1990) 1205-1210
19. Canyurt O.E. Fatigue strength estimation of adhesively bonded tubular joint using genetic algorithm approach. Int J Mech Sci 46 3 (2004) 359-370
20. Lin C.Y., and Hajela P. Genetic algorithms in structural optimization problems with discrete and integer design variables. Eng Optim 19 3 (1992) 309-327
21. Matous K., Leps M., Zeman J., and Sejnoha M. Applying genetic algorithms to selected topics commonly encountered in engineering practice. Comput Methods Appl Mech Engrg 190 (2000) 1629-1650
22. Holland J.H. Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence (1975), University of Michigan Press, Ann Arbor, MI
23. Goldberg D.E. Genetic algorithms in search, optimization and machine learning (1989), Addison-Wesley, MA
24. CBT, Central Bank of Turkey. Available from: http://www.tcmb.gov.tr, 2004 [in Turkish].
25. SIS, State Statistics Institute of Turkey. Available from: http://www.die.gov.tr, 2004 [in Turkish].