2011 Fiscal Year Final Research Report
Real Number Computation through Physical Coupled-Chaotic Systems
| Project/Area Number |
20300085
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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 |
Sensitivity informatics/Soft computing
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| Research Institution | Tokyo Denki University |
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Principal Investigator |
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| Co-Investigator(Kenkyū-buntansha) |
ADACHI Masaharu 東京電機大学, 工学部, 教授 (20312035)
IKEGUCHI Tohru 埼玉大学, 大学院・理工学研究科, 教授 (30222863)
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| Project Period (FY) |
2008 – 2011
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| Keywords | カオス / 実数コンピューティング |
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| Research Abstract |
We proposed and implemented with an analog circuitry a real-number computational system that uses high-dimensional coupled-chaotic dynamics. We applied nonlinear support vector machine to associative memory model for connection weight representations. We also proposed efficient methods to solve large-scale combinatorial optimization problems through coupled-chaotic dynamics, and analyzed the efficient dynamics.
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