OPTIMIZATION OF REPLICA EXCHANGE METHOD BY SMBO

土屋 遼太郎, Tsuchiya Ryotaro

doi:10.15002/00023978

Bibliographic Information

Other Title

SMBOによるレプリカ交換法のオンライン最適化

Abstract

In this research, the sequential model-based global optimization (SMBO) is used to sequentially adjust the parameter values of replica exchange method. In the conventional replica exchange method, the optimum number of replicas and the upper and lower limits of temperature must be determined. Therefore, herein, we attempt to reduce the parameters setting load of the user and improve the search accuracy by updating the parameter values using SMBO.

Journal

法政大学大学院紀要. 理工学・工学研究科編

法政大学大学院紀要. 理工学・工学研究科編 62 1-5, 2021-03-24

法政大学大学院理工学・工学研究科

Keywords

Details 詳細情報について

CRID: 1390572175485213568

NII Article ID: 120007119597

NII Book ID: AA12677220

DOI: 10.15002/00023978

HANDLE: 10114/00023978

ISSN: 21879923

Text Lang: ja

Data Source

JaLC
IRDB
CiNii Articles

Abstract License Flag: Allowed

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