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- 伊丹 哲郎
- Faculty of Mechanics and Robotics, Hiroshima International University
書誌事項
- タイトル別名
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- Global Optimization by Quantum Dynamics with Energy Dissipation
- エネルギー サンイツ オ ユルス ジツジカン リョウシ ダイナミクス ニ ヨル タイイキ サイテキ カ
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Both reduction in computational load and setting parameters with ease are necessary in calculation of global optimization. For this we propose a new quantum mechanical method of the problem. Global optimization is achieved by a quantum particle with energy dissipation due to frictional force. Canonical quantization is applied to a system that consists of one mass point under friction proportional to its velocity. Realistic motion of a particle is abstracted from a resultant quantum system according to a causal interpretation. By simulation of the quantum particle motion under potential functions V(x) with local minima and one global minimum, it is clarified that the particle with its initial position at the local minimum at rest necessarily arrives at the global minimum. Only one particle is needed in the new algorithm. When we clarify mathematical structure of our algorithm, difficulties found in quantum annealing or conventional method for global optimization will thereby be solved in the new method.
収録刊行物
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- 電気学会論文誌C(電子・情報・システム部門誌)
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電気学会論文誌C(電子・情報・システム部門誌) 133 (5), 985-993, 2013
一般社団法人 電気学会
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詳細情報 詳細情報について
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- CRID
- 1390282679585427072
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- NII論文ID
- 10031166980
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- NII書誌ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL書誌ID
- 024671248
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- NDL
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- 使用不可