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Neural network structure optimization algorithm

Nowakowski G., Dorogyy Y., Doroga-Ivaniuk O.

Journal of Automation Mobile Robotics and Intelligent Systems

2018

Vol. 12, No. 1

5--13

This paper presents a deep analysis of literature on the problems of optimization of parameters and structure of the neural networks and the basic disadvantages that are present in the observed algorithms and methods. As a result, there is suggested a new algorithm for neural network structure optimization, which is free of the major shortcomings of other algorithms. The paper describes a detailed description of the algorithm, its implementation and application for recognition problems.