An approach to artificial neural network training

被引：0
|
作者：
Czarnowski, I [1 ]
Jedrzejowicz, P [1 ]
机构：
[1] Gydnia Maritime Univ, Dept Informat Sci, PL-81225 Gdynia, Poland
来源：
RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEM XIX | 2003年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper an application of a new metaheuristic called population learning algorithm (PLA) to ANN training is investigated. The paper proposes implementation of the PLA to training feed-forward artificial neural networks. The approach is validated by means of computational experiment in which PLA algorithm is used to train ANN solving a variety of benchmarking problems. Results of the experiment prove that PLA can be considered as a useful and effective tool for training ANN.
引用
收藏
页码：149 / 162
页数：14
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