Software packages for holonomic gradient method

Tamio Koyama, Hiromasa Nakayama, Katsuyoshi Ohara, Tomonari Sei, Nobuki Takayama

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

We present software packages for the holonomic gradient method (HGM). These packages compute normalizing constants and the probabilities of some regions. While many algorithms which compute integrals over high-dimensional regions utilize the Monte-Carlo method, our HGM utilizes algorithms for solving ordinary differential equations such as the Runge-Kutta-Fehlberg method. As a result, our HGM can evaluate many integrals with a high degree of accuracy and moderate computational time. The source code of our packages is distributed on our web page [12].

本文言語English
ホスト出版物のタイトルMathematical Software, ICMS 2014 - 4th International Congress, Proceedings
出版社Springer Verlag
ページ706-712
ページ数7
ISBN(印刷版)9783662441985
DOI
出版ステータスPublished - 2014
イベント4th International Congress on Mathematical Software, ICMS 2014 - Seoul, Korea, Republic of
継続期間: 2014 8 52014 8 9

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
8592 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

Other4th International Congress on Mathematical Software, ICMS 2014
国/地域Korea, Republic of
CitySeoul
Period14/8/514/8/9

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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