发明名称 |
System and method for estimation of a distribution algorithm |
摘要 |
The underlying invention generally relates to the field of Estimation of Distribution Algorithm, especially to optimization problems, including single-objective optimization and Multi-Objective Optimization. The proposed method for optimization comprises six steps. In a first step it provides an initial population or a data set with a plurality of members respectively represented by parameter sets. Then one or a plurality of fitness functions are applied to evaluate the quality of the members of the population. In a third step offspring of the population is generated by means of a stochastic model using information from all members of the population. One or a plurality of fitness functions are applied to evaluate the quality of the offspring with respect to the underlying problem of the optimization. In a fifth step offspring is selected. Lastly the method goes back to the third step until the quality reaches a threshold value.
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申请公布号 |
US7428514(B2) |
申请公布日期 |
2008.09.23 |
申请号 |
US20050033767 |
申请日期 |
2005.01.11 |
申请人 |
HONDA RESEARCH INSTITUTE EUROPE GMBH |
发明人 |
JIN YAOCHU;SENDHOFF BERNHARD;OKABE TATSUYA;OLHOFER MARKUS |
分类号 |
G06N3/00;G06N5/00;G06F17/10;G06F17/18;G06N3/12 |
主分类号 |
G06N3/00 |
代理机构 |
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地址 |
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