Array folding using heuristics and simulated annealing

L. N. Kannan, D. Sarma
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Abstract

Array folding is a technique to reduce the area of a logic array by exploiting its sparsity. Since the problem is NP-complete, heuristic algorithms that yield a near optimal solution have to be employed. In this paper, a method employing a combination of simulated annealing and heuristic algorithms has been used to find a near optimal solution for both simple and multiple folding of logic arrays. The algorithms developed have been implemented in a computer program called GAMIN-SA. When compared to PLEASURE, GAMIN-SA was seen to perform as good or better with regard to quality of solution and, for the bigger arrays, it was better in terms of run-time as well (multiple folding).<>
基于启发式和模拟退火的阵列折叠
阵列折叠是一种利用逻辑阵列的稀疏性来减小其面积的技术。由于问题是np完全的,因此必须采用产生接近最优解的启发式算法。本文采用模拟退火和启发式算法相结合的方法,对逻辑阵列的简单折叠和多次折叠问题寻求近似最优解。开发的算法已经在一个名为GAMIN-SA的计算机程序中实现。与PLEASURE相比,GAMIN-SA在解决方案的质量方面表现良好或更好,对于更大的数组,它在运行时间方面也更好(多次折叠)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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