- 专利标题: BOUNDARY SEARCH TEST SUPPORT DEVICE AND BOUNDARY SEARCH TEST SUPPORT METHOD
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申请号: EP19151825.7申请日: 2019-01-15
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公开(公告)号: EP3514730A1公开(公告)日: 2019-07-24
- 发明人: SATO, Naoto , MYOJIN, Tomoyuki , KURUMA, Hironobu , NAKAGAWA, Yuichiroh , NOGUCHI, Hideto
- 申请人: Hitachi, Ltd.
- 申请人地址: 6-6, Marunouchi 1-chome, Chiyoda-ku, Tokyo 100-8280 JP
- 专利权人: Hitachi, Ltd.
- 当前专利权人: Hitachi, Ltd.
- 当前专利权人地址: 6-6, Marunouchi 1-chome, Chiyoda-ku, Tokyo 100-8280 JP
- 代理机构: MERH-IP Matias Erny Reichl Hoffmann Patentanwälte PartG mbB
- 优先权: JP2018006202 20180118
- 主分类号: G06K9/48
- IPC分类号: G06K9/48 ; G06K9/62
摘要:
Provided is a boundary search test support device (100) to make it possible to detect boundary points at which output values change in a program created by machine learning more efficiently. The boundary search test support device (100) includes: a storage device that holds a plurality of input vectors (1111); and an arithmetic device that executes a test by sequentially inputting the input vectors to a program generated by a neural network and acquiring output vectors (1141) which are test results, respectively generates, in a coordinate system which takes each of a predetermined plurality of elements among elements constituting the output vectors as a coordinate axis, a straight line in which the plurality of elements has a same value and a hyperplane in which a sum of values of the plurality of elements is taken as a predetermined value, and arranges a most antagonistic point and boundary vectors whose values of the elements rank higher than or equal to a predetermined ranking among the output vectors in the coordinate system, and outputs the coordinate system together with input vectors (1111) corresponding to the boundary vectors on a predetermined output device.
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