Estimating Transport Energy Demand Using Ant Colony Optimization

References

• Asmann , D. and Sieber , N. 2005 . Transport in developing countries: Renewable energy versus energy reduction . Transport Rev. , 25 : 719 – 738 .
   Google Scholar
• Baskan , O. , Haldenbilen , S. , Ceylan , H. and Ceylan , H. 2009 . A new solution algorithm for improving performance of ant colony optimization . Appl. Math. Comput. , 211 : 75 – 84 .
   Google Scholar
• Canyurt , O. E. , Ozturk , H. K. , Hepbasli , A. and Utlu , Z. 2007 . Modeling and application of genetic algorithm (GA) approach to estimating the future total energy input values . Energ. Source. Part A , 29 : 861 – 871 .
   Google Scholar
• Central Bank of Turkey (CBT) . 2007 . Central Bank of Turkey. Available at: http://www.tcmb.gov.tr(in Turkish)
   Google Scholar
• Ceylan , H. , Ceylan , H. , Haldenbilen , S. and Baskan , O. 2008 . Transport energy demand modeling with meta-heuristic harmony search algorithm, an application to Turkey . Energ. Policy , 36 : 2527 – 2535 .
   Google Scholar
• Ceylan , H. and Ozturk , H. K. 2004 . Estimating energy demand of Turkey based on economic indicators using genetic algorithm approach . Energ. Convers. Manage. , 45 : 2525 – 2537 .
   Google Scholar
• Ceylan , H. , Ozturk , H. K. , Hepbasli , A. and Utlu , Z. 2005a . Estimating energy and exergy production and consumption values using three different genetic algorithm approaches. Part 1: Model development . Energ. Source. , 27 : 621 – 627 .
   Google Scholar
• Ceylan , H. , Ozturk , H. K. , Hepbasli , A. and Utlu , Z. 2005b . Estimating energy and exergy production and consumption values using three different genetic algorithm approaches. Part 2: Application and scenarios . Energ. Source. , 27 : 629 – 639 .
   Google Scholar
• Dorigo , M. 1992 . Optimization, learning and natural algorithms , Ph.D. Thesis Milan, , Italy : Politecnico di Milano. .
   Google Scholar
• Ebohan , O. J. 1996 . Energy, economic growth and causality in developing countries: A case study of Tanzania and Nigeria . Energ. Policy , 24 : 447 – 453 .
   Google Scholar
• Ediger , V. S. and Tatlidil , H. 2002 . Forecasting the primary energy demand in Turkey and analysis of cyclic patterns . Energ. Convers. Manage. , 43 : 473 – 487 .
   Google Scholar
• General Directorate of Turkish Highways (GDTH) . 2005 . Annual statistics of Turkish highways Available at: http://www.kgm.gov.tr(in Turkish)
   Google Scholar
• Gilland , B. 1988 . Population, economic growth, and energy demand, 1985–2020 . Popul. Dev. Rev. , 14 : 233 – 244 .
   Google Scholar
• Haldenbilen , S. and Ceylan , H. 2005 . Genetic algorithm approach to estimate transport energy demand in Turkey . Energ. Policy , 33 : 89 – 98 .
   Google Scholar
• Murat , Y. S. and Ceylan , H. 2006 . Use of artificial neural networks for transport energy demand modeling . Energ. Policy , 34 : 3165 – 3172 .
   Google Scholar
• National Statistics (NS) . 2006 . National Statistics. Available at http://www.tuik.gov.tr(in Turkish)
   Google Scholar
• Saidur , R. , Sattar , M. A. , Masjuki , H. H. , Ahmed , S. and Hashim , U. 2007 . An estimation of the energy and exergy efficiencies for the energy resources consumption in the transportation sector in Malaysia . Energ. Policy , 35 : 4018 – 4026 .
   Google Scholar
• Say , N. P. and Yucel , M. 2006 . Energy consumption and CO2 emissions in Turkey: Empirical analysis and future projection based on an economic growth . Energ. Policy , 34 : 3870 – 3876 .
   Google Scholar
• Sozen , A. and Arcaklioglu , E. 2007 . Prospects for future projections of the basic energy sources in Turkey . Energ. Source. Part B , 2 : 183 – 201 .
   Google Scholar
• Toksari , M. D. 2007 . Ant colony optimization approach to estimate energy demand in Turkey . Energ. Policy , 35 : 3984 – 3990 .
   Google Scholar
• Unler , A. 2008 . Improvement of energy demand forecasts using swarm intelligence: The case of Turkey with projections to 2025 . Energ. Policy , 36 : 1937 – 1944 .
   Google Scholar
• World Energy Council-Turkish National Committee (WEC-TNC) . 2006 . Energy statistics, Turkey Ankara, , Turkey : World Energy Council-Turkish National Committee. .
   Google Scholar
• Yumurtaci , Z. and Asmaz , E. 2004 . Electric energy demand of Turkey for the year 2050 . Energ. Sources , 26 : 1157 – 1164 .
   Google Scholar