2011 Fiscal Year Final Research Report
Research on the combination of Genetic Network Programming and Genetic Relation Programming
| Project/Area Number |
20360179
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
System engineering
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| Research Institution | Waseda University |
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Principal Investigator |
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| Co-Investigator(Renkei-kenkyūsha) |
間普 真吾 早稲田大学, 理工学術院, 助教 (70434321)
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| Project Period (FY) |
2008 – 2011
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| Keywords | 進化論的計算手法 / 遺伝的アルゴリズム / 遺伝的プログラミング / データマイニング / 相関ルール |
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| Research Abstract |
Genetic Network Programming(GNP) which is an evolutionary computation with directed graph structures can extract a large number of association rules from huge databases. In addition, Genetic Relation Algorithm(GRA) can select much more important rules from the extracted rules. In the research on the combinations of GNP and GRA, the basic algorithms, the extended algorithms and their applications were studied, and the distinguished abilities have been confirmed.
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