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Complex Optimization of a Recurrent Neural Network 1.0

  Date Added: May 02, 2013  |  Visits: 298

Complex Optimization of a Recurrent Neural Network

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This package includes files for modelling nonlinear dynamic systems using a recurrent generalized neural network. The learning scheme uses the complex method of nonlinear nonderivative optimization, thereby avoiding the problems of computing the derivative of an infinite impulse response filter such as a recurrent neural network.This package includes files for modelling nonlinear dynamic systems using a recurrent generalized neural network. The learning scheme uses the complex method of nonlinear nonderivative optimization, thereby avoiding the problems of computing the derivative of an infinite impulse response filter such as a recurrent neural network.The example given is the modelling of a load-sensing hydraulic pump. The model output is the pump flow, as a response to inputs of pump pressure and the pressure in the control piston. Real experimental data is included.For further details, refer to:T. Wiens, R. Burton, G. Schoenau, D. Bitner, "Recursive Generalized Neural Networks (RGNN) for the Modeling of a Load Sensing Pump," Bath Symposium on Power Transmission and Motion Control, Sept 2008.http://homepage.usask.ca/~tkw954/http://blog.nutaksas.comNote that this package requires the "Complex Method of Optimization" package in your path, available from http://www.mathworks.com/matlabcentral/fil...objectType=FILE

Requirements: No special requirements
Platforms: Matlab
Keyword: Bitner Burton Control Details Experimental Generalized Includedfor Inputs Networks Neural Piston Pressure Quotcomplex Quotrecursive Refer Requires Schoenau Wiens
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License: Freeware Size: 256 KB
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