Abstract:
Extracting rules from ANN could be applied in the classification problems in data mining. As an effective optimization tool, the genetic algorithm could be applied in rule pruning. A data mining architecture based on ANN and genetic algorithm is given in this paper, and it could be applied in classification problems in data mining.
摘要: 从神经网络中提取规则可以有效地应用于数据挖掘中的分类问题。作为一种有效的优化方法,遗传算法可以应用于规则剪枝。提出了一个基于神经网络与遗传算法的数据挖掘体系结构,可以应用于数据挖掘中的分类问题。
关键词:
神经网络,
遗传算法,
数据挖掘
CLC Number:
LI Yang,CAO Zhenguang,LI Qiyan. A Data Mining Architecture Based on ANN and Genetic Algorithm[J]. , 2004, 30(06): 155-156.
李旸,高正光,李启炎. 基于神经网络与遗传算法的数据挖掘体系结构[J]. , 2004, 30(06): 155-156.