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A Systematic Design Method for Two-Variable Numeric Function Generators Using Multiple-Valued Decision Diagrams

机译:基于多值决策图的二变量数值函数发生器的系统设计方法

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This paper proposes a high-speed architecture to realize two-variable numeric functions. It represents the given function as an edge-valued multiple-valued decision diagram (EVMDD), and shows a systematic design method based on the EVMDD. To achieve a design, we characterize a numeric function ? by the values of l and p for which ? is an l -restricted Mp -monotone increasing function. Here, l is a measure of subfunctions of ? and p is a measure of the rate at which ? increases with an increase in the dependent variable. For the special case of an EVMDD, the EVBDD, we show an upper bound on the number of nodes needed to realize an l -restricted Mp -monotone increasing function. Experimental results show that all of the two-variable numeric functions considered in this paper can be converted into an l -restricted Mp -monotone increasing function with p = 1 or 3. Thus, they can be compactly realized by EVBDDs. Since EVMDDs have shorter paths and smaller memory size than EVBDDs, EVMDDs can produce fast and compact NFGs.
机译:本文提出了一种高速架构来实现二变量数值函数。它用边值多值决策图(EVMDD)表示给定的函数,并显示了基于EVMDD的系统设计方法。为了实现设计,我们表征一个数字函数?通过 l和 p的值?是1限制的M p单调递增函数。在此,l是β子函数的度量。 p是对?的比率的度量。随着因变量的增加而增加。对于EVDDD(EVBDD)的特殊情况,我们显示了实现l -i受限的M p-单调递增函数所需的节点数量的上限。实验结果表明,本文考虑的所有二元数值函数都可以转换为 p = 1或3的 l-受限M p-单调递增函数。因此,它们可以可以由EVBDD紧凑地实现。由于EVMDD具有比EVBDD短的路径和较小的内存大小,因此EVMDD可以生成快速而紧凑的NFG。

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