شبیه‏ سازی نوسانات تراز آب با استفاده از برنامه‏ ریزی بیان ژن

نوع مقاله : یادداشت پژوهشی

نویسندگان

1 دانشکده کشاورزی، دانشگاه تبریز

2 دانشکده کشاورزی - دانشگاه تبریز

3 دانشکده کشاورزی، دانشگاه گیلان

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چکیده

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کلیدواژه‌ها


عنوان مقاله [English]

Experimental Simulation of Water Level Fluctuations using the Genetic Expression Programming (GEP)

نویسندگان [English]

  • Shahab Kavehkar 1
  • Mohammad Ali Ghorbani 2
  • Afshin Ashrafzadeh 3
  • Sabere Darbandi 1
2 University of Tabriz
چکیده [English]

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کلیدواژه‌ها [English]

  • Artificial Neural Networks
  • Expression tree
  • Genetic expression programming
  • Urmia lake
  • Water-level variation
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[2]      Khu, S. T., Liong, S. Y., Babovic, V., Madsen, H., Muttil, N., "Genetic Programming and its Application in Real- Time Runoff Forming", Journal American Water Resources, Associated, 2001, 37 (2), 439-451.
[3]      Liong, S. Y., Gautam, T. R., Khu, S. T., Babovic, V., Keijzer, M., Muttil, N., "Genetic Programming: A New Paradigm in Rainfall Runoff Modeling", Journal American Water Resources, Associcated, 2002, 38 (3), 705-718.
[4]      Aytek, A., Kisi, O., "A Genetic Programming Approach to Suspended Sediment Modeling", Journal of Hydrology, 2008, 351, 288-298.
[5]      Alvisi, S., Mascellani, G., Franchini, M., Bardossy, A., "Water Level Forecasting Through Fuzzy Logic and Artificial Neural Network Approaches", Hydrology Earth Systems Science Discussion, 2005, 2, 1107-1145.
[6]      Rahmstorf, S., "A Semi Empirical Approach to Projecting Future Sea Level Rise", Science, 2007, 315, 368-370.
[7]      Makarynskyy, O., Makarynska, D., Kuhn, M., Featherstone, W. E., "Predicting Sea Level Variations with Artificial Neural Networks at HillaryHarbour, Western Australia. Estuaries", Coastal and Shelf Science, 2004, 61, 351-360.
[8]      Ustoorikar, K., Deo, M. C., "Filling up Gaps in Wave Data with Genetic Programming", Marine Structures, 2008, 21, 177-195.
[9]      Ghorbani, M. A., Khatibi, R., Aytek, A., Makarynskyy, O., Shiri, J., "Sea Water Level Forecasting Using Genetic Programming and Comparing the Performance with Artificial Neural Networks", Accepted for publication in Computers & Geosciences, 2010, 36, 620-627.
[10]    Ghorbani, M. A., Makarynskyy, O., Shiri, J., Makarynska, D., "Genetic Programming for Sea Level Prediction in an Island Environment", Internation Journal of Ocean and Climate Systems, 2010, 1, 27-35.
[11]    Borelli, A., De Falco, I., Della, C. A., Nicodemi, M., Trautteur, G., "Performance of Genetic Programming to Extract the Trend in Noisy Data Series", Physica A, 2006, 370, 104-108.
[12]         Ferreira, C., "Gene Expression Programming: a New Adaptive Algorithm for Solving Problems", Complex Systems, 2001, 13, 87-129.