2013 Fiscal Year Final Research Report
Establishing the foundation of computational intelligence for human science
| Project/Area Number |
23500279
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Sensitivity informatics/Soft computing
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| Research Institution | Kyushu University |
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Principal Investigator |
TAKAGI Hideyuki 九州大学, 芸術工学研究科(研究院), 教授 (50274543)
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| Research Collaborator |
PEI Yan 九州大学, 大学院・芸術工学府, 博士後期課程生
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| Project Period (FY) |
2011 – 2013
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| Keywords | 対話型進化計算 / 探索の高速化 / 対比較ベースの差分進化 / awareness |
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| Research Abstract |
To establish the foundation of computational intelligence for human science analyzing human characteristics, we: (1) proposed methods for improving interactive evolutionary computation (IEC) by approximating a complex fitness landscape and devising new IEC operators and showed their high performances using benchmark functions, (2) applied the improved IEC to cochlear implant fitting and showed its higher speech intelligibility than that of conventional manual-based fitting, (3) tackled to obtain unknown auditory knowledge explaining the fact of the (2) that cannot be explained by conventional fitting hypothesis, and (4) proposed a framework of an awareness model using IEC to model a human awareness mechanism.
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