Title :
Generalized net model for parallel optimization of multilayer neural network with time limit
Author :
Krawczak, Maciej ; Sotirov, Sotir ; Sotirova, Evdokia
Author_Institution :
Higher Sch. of Appl. Inf. & Manage., Warsaw, Poland
Abstract :
The used generalized net will give us a possibility for parallel optimization of multilayer perceptron based on assigned training pairs with momentum backpropagation algorithm. Here we propose optimization with time limit.
Keywords :
Petri nets; backpropagation; multilayer perceptrons; optimisation; generalized net model; momentum backpropagation algorithm; multilayer neural network; multilayer perceptron; parallel optimization; time limit; training pairs; Artificial neural networks; Backpropagation; Biological neural networks; Neurons; Optimization; Training; Generalized Nets; Modelling; Momentum Backpropagation; Neural network;
Conference_Titel :
Intelligent Systems (IS), 2012 6th IEEE International Conference
Conference_Location :
Sofia
Print_ISBN :
978-1-4673-2276-8
DOI :
10.1109/IS.2012.6335211
