Development of a decision support system based on neural networks and a genetic algorithm

作者：

Highlights：

• Applying interval neural networks for calculations with underdetermined data.

• Proposing a corresponding learning algorithm for interval networks.

• A new method of finding optimal neural net structures is developed.

• The method in question is implemented on graphics processing units.

摘要

•Applying interval neural networks for calculations with underdetermined data.•Proposing a corresponding learning algorithm for interval networks.•A new method of finding optimal neural net structures is developed.•The method in question is implemented on graphics processing units.

论文关键词：Decision support system,DSS,Neural network,Genetic algorithm,GPGPU,CUDA

论文评审过程：Available online 3 April 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.03.018