发明申请
- 专利标题: Segment-Preserving Crossover in Genetic Algorithms
- 专利标题(中): 遗传算法中的段保留交叉
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申请号: US11914991申请日: 2006-06-15
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公开(公告)号: US20080195565A1公开(公告)日: 2008-08-14
- 发明人: Larry Eshelman
- 申请人: Larry Eshelman
- 申请人地址: NL EINDHOVEN
- 专利权人: KONINKLIJKE PHILIPS ELECTRONICS, N.V.
- 当前专利权人: KONINKLIJKE PHILIPS ELECTRONICS, N.V.
- 当前专利权人地址: NL EINDHOVEN
- 国际申请: PCT/IB2006/051933 WO 20060615
- 主分类号: G06N3/12
- IPC分类号: G06N3/12
摘要:
Cross over (S560) in a genetic algorithm (128) is adapted for deriving an optimal mask (S540), or set of segments of a line. Each mask of a chromosome is subject to cross over with the respective mask of the other parent. Any overlapping part, whether a filtering (320) or pass-through part (350), is retained in the child (334) to preserve commonality. The part is preferably, potentially extended, according to one parent or the other, as decided pseudo-randomly (430). In a preferred application, spectrums of candidate blood constituents are masked for fitting to ensemble spectrums of test blood samples (S610, S620). The developed masks are applicable to constituent spectrums to create masked spectrums (S710) which are then applicable to an actual blood sample to be analyzed (S720).
公开/授权文献
- US08005772B2 Segment-preserving crossover in genetic algorithms 公开/授权日:2011-08-23
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