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Response surface modeling device, response surface modeling method, and response surface modeling program

机译：响应面建模装置，响应面建模方法和响应面建模程序

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摘要

A response surface model is created without a drawback of creating a linear model that does not approximate to samples belonging to a partitioned region. Provided are: an input unit 1 that inputs samples composed of factor values and a response value; a sample placement unit 21 that places the samples in spaces, the samples being input by way of the input unit 1; a linear modeling unit 230 that creates the linear model for each region, based on coordinate values of the samples belonging to the region; a region partition unit 22 that partitions the linear model, based on the samples belonging to the region; a partition region determination unit 221 that determines whether it is possible to partition the region, based on the samples belonging to the region to be partitioned; and a modeling unit 23 that creates a response surface model by placing each linear model in the spaces when the partition region determination unit 221 has determined that partition is impossible in all the regions.

机译：创建了响应表面模型，而没有创建不近似于属于划分区域的样本的线性模型的缺点。提供：输入单元 1 ，其输入由因子值和响应值组成的样本;样本放置单元 21 ，其将样本放置在空间中，样本是通过输入单元 1 输入的;线性建模单元 230 ，其基于属于该区域的样本的坐标值为每个区域创建线性模型;区域划分单元 22 ，其基于属于该区域的样本来划分线性模型;划分区域确定单元 221 ，其基于属于要划分的区域的样本来确定是否可以划分该区域;以及建模单元 23 ，当分区区域确定单元 221 确定在所有区域都不可能进行分区时，通过将每个线性模型放置在空间中来创建响应表面模型。 展开▼

著录项

公开/公告号US8433546B2

专利类型

公开/公告日2013-04-30

原文格式PDF

申请/专利权人 YOSHIHIRO HASHIMOTO;MASAMI OMORI;MICHLO MURASE;
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申请/专利号US20100789887

发明设计人 YOSHIHIRO HASHIMOTO;MICHLO MURASE;MASAMI OMORI;
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申请日2010-05-28

分类号G06F7/60;G06F17/10;G06G7/48;

国家 US

入库时间 2022-08-21 16:43:33

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