CIRCUIT CLUSTERING USING A STOCHASTIC FLOW-INJECTION METHOD

Citation
Cw. Yeh et al., CIRCUIT CLUSTERING USING A STOCHASTIC FLOW-INJECTION METHOD, IEEE transactions on computer-aided design of integrated circuits and systems, 14(2), 1995, pp. 154-162
Citations number
28
Categorie Soggetti
Computer Application, Chemistry & Engineering","Computer Science Hardware & Architecture
ISSN journal
02780070
Volume
14
Issue
2
Year of publication
1995
Pages
154 - 162
Database
ISI
SICI code
0278-0070(1995)14:2<154:CCUASF>2.0.ZU;2-4
Abstract
We present a new clustering metric, based on a random graph model and a ratio cut concept. The minimization of the proposed clustering cost can be transformed to a uniform multicommodity flow problem by adding artificial weight functions, which can be solved by a multicommodity f low-based algorithm with high complexity. We devise a probabilistic fl ow injection approach which drastically reduces the complexity of the flow-based algorithm. Experimental results show that this algorithm ge nerates promising results with respect to the proposed metric.