并行概念学习的探讨

Rearch on parallel concept learning

为了解决机器学习的低效问题,将并行技术中引入概念学习。在深入探讨概念学习本质的基础上,分析了并行概念学习的可能性及其前景;研究了建立一个并行概念学习系统所需考虑的几个问题;探索性地给出了一种特殊的实例——概念描述语言;在此语言基础上提出了一种并行概念学习系统的实现方案,并详细讨论了系统的体系结构和学习算法。

In order to resolve the low efficiency problem in machine learning, the parallel technology was inducted into for concept learning. After discussing the hypostasis of concept learning, feasibility and foreground of parallel concept learning were analyzed. Factors to be considered in building a parallel concept learning system were discussed; a specific instanc——oncept description language was given; and finally, a parallel concept learning system based on this language was presented and its architecture and algorithm were discussed in detail.