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- Tsuchiya Ryotaro
- Hosei University
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- Hirahara Makoto
- Hosei University
Bibliographic Information
- Other Title
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- SMBOによるレプリカ交換法のオンライン最適化
- SMBO ニ ヨル レプリカ コウカンホウ ノ オンライン サイテキカ
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Description
<p>The purpose of this research is to use Sequential Model-Based Global Optimization (SMBO) to adjust parameter values of replica exchange method sequentially. In the conventional replica exchange method, we need to determine the optimum number of replicas and the upper and lower limits of temperature. Therefore, in this study, we try to reduce the parameters setting load of the user and improve the search accuracy by updating the parameters to the optimum values by SMBO.</p>
Journal
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- Proceedings of the Fuzzy System Symposium
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Proceedings of the Fuzzy System Symposium 36 (0), 385-388, 2020
Japan Society for Fuzzy Theory and Intelligent Informatics
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Details 詳細情報について
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- CRID
- 1390005506384099200
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- NII Article ID
- 130007957962
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- NII Book ID
- AA12165648
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- ISSN
- 18820212
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- NDL BIB ID
- 030690780
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- CiNii Articles
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- Abstract License Flag
- Disallowed