Inversion of 2-D DC resistivity data using rapid optimization and minimal complexity neural network

The backpropagation (BP) artificial neural network (ANN) technique of optimization based on steepest descent algorithm is known to be inept for its poor performance and does not ensure global convergence. Nonlinear and complex DC resistivity data require efficient ANN model and more intensive optimi...

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Bibliographic Details
Main Authors: U. K. Singh, R. K. Tiwari, S. B. Singh
Format: Article
Language:English
Published: Copernicus Publications 2010-02-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/17/65/2010/npg-17-65-2010.pdf