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    • 4. 发明授权
    • Optimization of multiple performance criteria of integrated circuits by
expanding a constraint graph with subgraphs derived from multiple PWL
convex cost functions
    • 通过从多个PWL凸成本函数导出的子图扩展约束图来优化集成电路的多个性能标准
    • US5663891A
    • 1997-09-02
    • US627080
    • 1996-04-03
    • Cyrus BamjiEnrico Malavasi
    • Cyrus BamjiEnrico Malavasi
    • G06F17/50
    • G06F17/5045
    • A system, method, and software product in a computer aided design apparatus for system design, to simultaneously optimize multiple performance criteria models of the system, where the performance criteria models are characterized by convex cost functions based on linear dimensional characteristics of system being designed. One embodiment is provided in a computer aid design environment for integrated circuit design, and used to simultaneously optimize fabrication yield along with other performance criteria. Optimization is provided by converting a structural description of an integrated circuit into a constraint graph, compacting, and modifying the constraint graph to include convex cost functions for selected performance criteria to optimized, such as yield cost functions. The cost functions are then transformed to piecewise linear cost functions. The constraint graph is then expanded by replacing edges having piecewise linear cost function with subgraphs constructed from the piecewise linear cost function. The expanded constraint graph is then minimized using a network flow algorithm. Once minimized, the constraint graph describes the positions of circuit elements that maximize yield (and other selected performance criteria) given the cost functions.
    • 一种用于系统设计的计算机辅助设计装置中的系统,方法和软件产品,同时优化系统的多个性能标准模型,其中性能标准模型以基于正在设计的系统的线性尺寸特征的凸成本函数为特征。 在用于集成电路设计的计算机辅助设计环境中提供了一个实施例,并且用于同时优化制造产量以及其他性能标准。 通过将集成电路的结构描述转换为约束图,压缩和修改约束图以包括用于优化的所选性能标准的凸成本函数(例如收益成本函数)来提供优化。 然后将成本函数转换为分段线性成本函数。 然后通过用分段线性成本函数构造的子图替换具有分段线性成本函数的边来扩展约束图。 然后使用网络流算法将扩展约束图最小化。 一旦最小化,约束图描述了考虑成本函数最大化产量(和其他所选性能标准)的电路元件的位置。