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  1. NIIテクニカル・レポート

NII Technical Report (NII-2011-002E):Cluster Newton Method for Sampling Multiple Solutions of an Underdetermined Inverse Problem: Parameter Identification for Pharmacokinetics

https://doi.org/10.20736/0000001265
https://doi.org/10.20736/0000001265
dbf2a8de-fcf7-4a9d-93ca-8c92e5529576
名前 / ファイル ライセンス アクション
11-002E.pdf NII Technical Report (NII-2011-002E):Cluster Newton Method for Sampling Multiple Solutions of an Underdetermined Inverse Problem: Parameter Identification for Pharmacokinetics (12.8 MB)
Item type レポート / Report(1)
公開日 2019-03-13
タイトル
言語 en
タイトル NII Technical Report (NII-2011-002E):Cluster Newton Method for Sampling Multiple Solutions of an Underdetermined Inverse Problem: Parameter Identification for Pharmacokinetics
言語
言語 eng
キーワード
言語 ja
主題Scheme Other
主題 テクニカルレポート
キーワード
言語 en
主題Scheme Other
主題 Technical Report
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ departmental bulletin paper
ID登録
ID登録 10.20736/0000001265
ID登録タイプ JaLC
著者 青木, 康憲

× 青木, 康憲

ja 青木, 康憲

en Aoki, Yasunori

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速水, 謙

× 速水, 謙

ja 速水, 謙

en Hayami, Ken

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Sterck, Hans De

× Sterck, Hans De

en Sterck, Hans De

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小長谷, 明彦

× 小長谷, 明彦

ja 小長谷, 明彦

en Konagaya, Akihiko

Search repository
抄録
内容記述タイプ Abstract
内容記述 In daily life, if we lack information for making a decision, we often consider multiple possibilities. However, if we are given an underdetermined inverse problem, we often add mathematically convenient constraints and consider only one of many possible solutions even though it may be beneficial for the application to consider multiple solutions. We propose an algorithm for simultaneously finding multiple solutions of an underdetermined inverse problem that are suitably distributed, guided by a-priori information on which part of the solution manifold is of interest. Through numerical experiments, we show that our algorithm is a fast, accurate and robust solution method, especially applicable to ODE coefficient identification problems. We give an example of applying this algorithm to a parameter identification problem in pharmacokinetics.
言語 en
書誌情報 ja : NIIテクニカル・レポート
en : NII Technical Report

p. 1-38, 発行日 2011-08-22
出版者
言語 ja
出版者 国立情報学研究所
ISSN
収録物識別子タイプ ISSN
収録物識別子 1346-5597
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