POPULATION DYNAMICS FORECASTING USING ARTIFICIAL NEURAL NETWORKS

被引：0
|
作者：
Benzer, Recep [1 ]
机构：
[1] Gazi Univ, Inst Informat, Dept Forens Sci, Cankaya, Turkey
来源：
FRESENIUS ENVIRONMENTAL BULLETIN | 2015年 / 24卷 / 02期
关键词：
Artificial neural networks (ANNs); feedforward algorithm; von Bertalanffy; growth; REGRESSION-MODELS; GROWTH; PREDICTION;
D O I：
暂无
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
This study is about using artificial neural networks for population growth forecasting. The results obtained by artificial neural networks and regression technique are compared to those obtained by growth rate of the fishes caught from the natural ecology and von Bertalanffy growth model. It is shown that artificial neural network is a good tool for forecasting of growth model.
引用
收藏
页码：460 / 466
页数：7
相关论文
共 50 条
  • [1] Streamflow forecasting using artificial neural networks
    Hsu, KL
    Gupta, HV
    Sorooshian, S
    WATER RESOURCES ENGINEERING 98, VOLS 1 AND 2, 1998, : 967 - 973
  • [2] Forecasting discharge in Amazonia using artificial neural networks
    Uvo, CB
    Tölle, U
    Berndtsson, R
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2000, 20 (12) : 1495 - 1507
  • [3] Forecasting groundwater level using artificial neural networks
    Sreekanth, P. D.
    Geethanjali, N.
    Sreedevi, P. D.
    Ahmed, Shakeel
    Kumar, N. Ravi
    Jayanthi, P. D. Kamala
    CURRENT SCIENCE, 2009, 96 (07): : 933 - 939
  • [4] Forecasting Housing Prices by Using Artificial Neural Networks
    Yesil, Tolga
    Akyuz, Fatma
    Kose, Utku
    ARTIFICIAL INTELLIGENCE AND APPLIED MATHEMATICS IN ENGINEERING PROBLEMS, 2020, 43 : 621 - 632
  • [5] Electricity price forecasting using artificial neural networks
    Singhal, Deepak
    Swarup, K. S.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (03) : 550 - 555
  • [6] River flow forecasting using artificial neural networks
    Zakermoshfegh, M
    Ghodsian, A
    Montazer, GA
    HYDRAULICS OF DAMS AND RIVER STRUCTURES, 2004, : 425 - 430
  • [7] Forecasting monsoon precipitation using artificial neural networks
    Wu, XD
    Cao, HX
    Flitman, A
    Wei, FY
    Feng, GL
    ADVANCES IN ATMOSPHERIC SCIENCES, 2001, 18 (05) : 950 - 958
  • [8] Forecasting reference evapotranspiration using artificial neural networks
    Gonzalez-Camacho, Juan Manuel
    Cervantes-Osornio, Rocio
    Ojeda-Bustamante, Waldo
    Lopez-Cruz, Irineo
    INGENIERIA HIDRAULICA EN MEXICO, 2008, 23 (01): : 127 - 138
  • [9] Electricity Prices Forecasting using Artificial Neural Networks
    Alanis, Alma Y.
    IEEE LATIN AMERICA TRANSACTIONS, 2018, 16 (01) : 105 - 111
  • [10] Improved flow forecasting using artificial neural networks
    Lekkas, D. F.
    Onof, C.
    Proceedings of the 9th International Conference on Environmental Science and Technology, Vol A - Oral Presentations, Pts A and B, 2005, : A877 - A884
12345