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2. 发明授权

US09304895B1 Evolutionary technique with n-pool evolution 有权
标题翻译：具有n池进化的进化技术
公开(公告)号：US09304895B1
公开(公告)日：2016-04-05
申请号：US13945630
申请日：2013-07-18
申请人： SENTIENT TECHNOLOGIES (BARBADOS) LIMITED
发明人： Hormoz Shahrzad , Kaivan Kamali , Babak Hodjat , Daniel Edward Fink
IPC分类号： G06F11/36 , G06F17/30
CPC分类号： G06F11/3692 , G06F11/3668 , G06F17/30477 , G06F17/30572
摘要： Roughly described, a training database contains N segments of data samples. Candidate individuals identify a testing experience level, a fitness estimate, a rule set, and a testing set TSi of the data samples on which it is tested. The testing sets have fewer than all of the data segments and they are not all the same. Testing involves testing on only the individual's assigned set of data segments, updating the fitness estimates and testing experience levels, and discarding candidates through competition. If an individual reaches a predetermined maturity level of testing experience, then validating involves further testing it on samples of the testing data from a testing data segment other than those in the individual's testing set TSi. Those individuals that satisfy validation criteria are considered for deployment.
摘要翻译：粗略描述，训练数据库包含N个数据样本段。候选人确定测试经验水平，适应度估计，规则集和测试集合的测试集TSi。测试集比所有数据段少，并不完全相同。测试包括仅对个人分配的数据段进行测试，更新健身评估和测试体验水平，并通过竞争来抛弃候选人。如果个人达到预定的成熟度水平的测试经验，则验证将进一步测试来自测试数据的测试数据样本，而不是个体测试集TSi中的测试数据段。满足验证标准的那些人员被考虑部署。

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