Parallelization of the Genetic Algorithm in Training of the Neural Network Architecture with Automatic Generation

被引：0
|
作者：
Bilgaeva, Lyudmila [1 ]
Burlov, Nikolay [1 ]
机构：
[1] East Siberian State Univ Technol & Management, Ulan Ude 670013, Russia
来源：
INFORMATION TECHNOLOGIES AND MATHEMATICAL MODELLING | 2014年 / 487卷
关键词：
genetic algorithm; genetic algorithm parallelization; neural network; neural network training; neural network architecture generation; IMPLEMENTATION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper describes genetic algorithm of neural network training with automatic architecture generation, proposed method parallelization of training and modification to this method. And contains A comparative analysis of the original algorithm without the use of parallelization with proposed parallelization algorithm by splitting into groups and exchange of individuals between groups.
引用
收藏
页码：44 / 49
页数：6
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