無限次元統計多様体

  • 上林 達
    (株)東芝研究開発センター 情報通信システム研究所

書誌事項

タイトル別名
  • Statistical Manifold of Infinite Dimension

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説明

This is an attempt to establish a framework of infinite dimensional information geometry. The space of the probability densikties on [0.1] which are absolutely continuous and the derivatives of which are square integrable is considered. The space is an open Hilbert manifold. The Fisher metric, however, is not compatible with the topology of the manifold. The unique existence of the covariant derivative which is metric and torsion free is proved, and the equation of the geodesic is shown. The equation is explicitly solved. It is proved that the manifold has some desirable geometrical characters.

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参考文献 (12)*注記

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詳細情報 詳細情報について

  • CRID
    1390001205768100224
  • NII論文ID
    110001883582
  • NII書誌ID
    AN10367166
  • DOI
    10.11540/jsiamt.4.3_211
  • ISSN
    24240982
  • 本文言語コード
    ja
  • データソース種別
    • JaLC
    • CiNii Articles
  • 抄録ライセンスフラグ
    使用不可

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