Parallel processing using the PVM for genetic algorithms and neural networks

被引：0

作者：

Castillo, O ^{[1
]}

Melin, P ^{[1
]}

Palma, R ^{[1
]}

Gaxiola, J ^{[1
]}

Lozano, A ^{[1
]}

机构：

[1] Tijuana Inst Technol, Dept Comp Sci, Tijuana, BC, Mexico

来源：

7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL V, PROCEEDINGS: COMPUTER SCIENCE AND ENGINEERING: I | 2003年

关键词：

parallel processing; neural networks; genetic algorithms; Parallel Virtual Machine; intelligent control;

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：

We describe in this paper the use of parallel processing for neural networks and genetic algorithms. We used in this research work the Parallel Virtual Machine (PVM), on a cluster of 16 processors, to achieve the performance that we needed for intelligent control applications. We tested different types of neural networks and genetic algorithms on the cluster to measure the efficiency and the accuracy of the implementation. We also considered in this paper the application of neural networks and genetic algorithms to the problem of controlling non-linear dynamic plants.

引用

页码：394 / 398

页数：5