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Neural Network add-in for PSORT 1.0 File ID: 78802 |
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| Neural Network add-in for PSORT 1.0 License: Freeware File Size: 358.4 KB Downloads: 275
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Neural Network add-in for PSORT 1.0 Description |
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Description: This add-in to the PSO Research toolbox (Evers 2009) aims to allow an artificial neural network (ANN or simply NN) to be trained using the Particle Swarm Optimization (PSO) technique (Kennedy, Eberhart et al. 2001).
This add-in acts like a bridge or interface between MATLABd-deOaos NN toolbox and the PSO Research Toolbox. In this way, MATLABd-deOaos NN functions can call the NN add-in, which in turn calls the PSO Research toolbox for NN training.
This approach to training a NN by PSO treats each PSO particle as one possible solution of weight and bias combinations for the NN (Settles and Rylander ; Rui Mendes 2002; Venayagamoorthy 2003). The PSO particles therefore move about in the search space aiming to minimise the output of the NN performance function.
The author acknowledges that there already exists code for PSO training of a NN (Birge 2005), however that code was found to work only with MATLAB version 2005 and older. This NN-addin works with newer versions of MATLAB till versions 2010a. License: Freeware Related: 2005 and, 2005 however, aims, 2003 the, venayagamoorthy, Work, works newer, Addin, about in, acknowledges, al 2001this, allow an, aiming, acts, addin acts, newer versions, matlab version O/S:BSD, Linux, Solaris, Mac OS X File Size: 358.4 KB Downloads: 275
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