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SIMULATION SYSTEM AND METHOD AND COMPUTER SYSTEM INCLUDING SIMULATION SYSTEM

机译:模拟系统,方法和计算机系统,包括模拟系统

摘要

PROBLEM TO BE SOLVED: To provide a simulation system and method and a computer system including the simulation system.SOLUTION: The simulation method utilizes a computer system including at least one processor and includes performing first simulation for an input when a function value for a nominal point (NP) of the input is a first value, and performing second simulation for the input when the function value for the NP of the input is a second value different from the first value. Performing the second simulation includes (a) setting a boundary of an input distribution for the second value as a first distribution value, (b) generating input samples within the set boundary of the input distribution, (c) calculating a worst case point (WCP) for the input by performing machine learning on the generated input samples, and (d) repeating the steps (a) to (c) while shifting the boundary of the input distribution until the boundary of the input distribution reaches a minimum critical value.
机译:解决的问题:提供一种仿真系统和方法以及包括该仿真系统的计算机系统。解决方案:该仿真方法利用包括至少一个处理器的计算机系统,并且包括当标称的功能值时对输入执行第一仿真。输入的NP点是第一值,并且当输入的NP的函数值是不同于第一值的第二值时,对该输入执行第二模拟。执行第二模拟包括:(a)将第二值的输入分布的边界设置为第一分布值;(b)在输入分布的设置边界内生成输入样本;(c)计算最坏情况点(WCP) )通过对生成的输入样本执行机器学习来进行输入,并且(d)在移动输入分布的边界直到输入分布的边界达到最小临界值的同时重复步骤(a)至(c)。

著录项

  • 公开/公告号JP2014229311A

    专利类型

  • 公开/公告日2014-12-08

    原文格式PDF

  • 申请/专利权人 SAMSUNG ELECTRONICS CO LTD;

    申请/专利号JP20140097682

  • 发明设计人 LEE JIN YOUNG;HAN CHANG HO;

    申请日2014-05-09

  • 分类号G06F19;

  • 国家 JP

  • 入库时间 2022-08-21 15:30:14

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