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《Computer Engineering and Applications》 2009-30
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Application of ANN in study of hysteretic nature of factors influencing inflow runoff

RAN Du-kui1,2,LI Min3,WU Sheng1,4,XIE Jian-cang11.Key Lab of Northwest Water Resources and Environment Ecology of MOE,Xi’an University of Technology,Xi’an 710048,China 2.Hanjiang Hydropower Development Co.,Ltd,Danjiangkou,Hubei 442700,China 3.Northwest Investigation and Design Institute,Xi’an 710065,China 4.Northwest Electric Power Design Institute,Xi’an 710075,China  
The hysteretic nature of runoff’s influencing factors’is considered,the influencing degree of the hysteretic nature is tested from aspects of complexity,training precision,prediction accuracy of model during structuring ANN model,then the method of analyzing hysteretic nature’s influence is advanced.The result of example study demonstrates that the lag effect time can been accurately predicted by the way,an effective way is given to improve the accuracy of runoff forecast.
【Fund】: 国家自然科学基金No.50279041;; 国家高技术研究发展计划(863)No.2005AA113150~~
【CateGory Index】: P333.1;TP183
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