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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/10.20736/0000001265dbf2a8de-fcf7-4a9d-93ca-8c92e5529576
| Item type | レポート / Report(1) | |||||||||||||||||||
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| 公開日 | 2019-03-13 | |||||||||||||||||||
| タイトル | ||||||||||||||||||||
| 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 | en | |||||||||||||||||||
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| 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
× 速水, 謙
× Sterck, Hans De
× 小長谷, 明彦
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| 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 |
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| 出版者 | ||||||||||||||||||||
| 出版者 | 国立情報学研究所 | |||||||||||||||||||
| 言語 | ja | |||||||||||||||||||
| ISSN | ||||||||||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||||||||||
| 収録物識別子 | 1346-5597 | |||||||||||||||||||
