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1篇 您的检索式:作者名="Manav Mittal"
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1Performance assessment of genetic programming(GP)and minimax probability machine regression(MPMR)for prediction of seismic ultrasonic attenuation显示文摘The determination of seismic attenuation(s)(dB/cm) is a challenging task in earthquake science.This article employs genetic programming(GP) and minimax probability machine regression(MPMR) for prediction of s. GP is developed based on genetic algorithm. MPMR maximizes the minimum probability of future predictions being within some bound of the true regression function. Porosity(n)(%), permeability(k)(millidarcy), grain size(d)(lm), and clay content(c)(%) have been considered as inputs of GP and MPMR.The output of GP and MPMR is s. The developed GP gives an equation for prediction of s. The results of GP and MPMR have been compared with the artificial neural network. This article gives robust models based on GP and MPMR for prediction of s.Manoj Kumar Manav Mittal Pijush Samui 2013Earthquake Science2013,26,2:2
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