Optimization of multi-micro extended analog computer array and its applications to data mining

Yilin Zhu, Feng Pan*, Weixing Li, Qi Gao, Xuemei Ren

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

3 引用 (Scopus)

摘要

The micro-extended analog computer (uEAC) is a prototype implementation of extended analog computer (EAC). In this paper, a dynamic multi-uEAC array is proposed based on the analysis of the uEAC unit mathematical model. By constructing a multi-uEAC array, the limitations of single uEAC unit on nonlinear mapping can be overcome. In order to obtain an optimal multi-uEAC array structure, a comprehensive optimization strategy based on particle swarm optimizer (PSO) is developed to optimize multi-uEAC array structure matrix and connection matrix simultaneously. Two simulation examples are provided to verify the effectiveness of the proposed model.

源语言英语
页(从-至)455-471
页数17
期刊International Journal of Unconventional Computing
10
5-6
出版状态已出版 - 2014

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