| Project/Area Number |
22500137
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Intelligent informatics
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| Research Institution | Prefectural University of Kumamoto |
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Principal Investigator |
IIMURA Ichiro 熊本県立大学, 総合管理学部, 教授 (50347697)
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| Project Period (FY) |
2010 – 2012
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| Project Status |
Completed (Fiscal Year 2012)
|
| Budget Amount *help |
¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2012: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
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| Keywords | 進化計算 / 量子ビット表現 / 整数型遺伝子 / 量子風進化的アルゴリズム / 対交換 / QEA / QEAPS / ナップザック問題 |
|---|
| Research Abstract |
The conventional binary-type gene-coding method based on the quantum bit representation, which is used in quantum-inspired evolutionary algorithm, can deal with only a gene of the binary type. This research proposed a novel gene-coding method that can represent an integer-type gene. In the simulation experiments usingcomputers, this research showed that the proposed integer-type gene-coding method canbe applied to integer knapsack problem which is a typical combinatorial optimization problem. This research also showed the features of the proposed integer-type gene-coding method.
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