The Geometry of Uncertainty: The Geometry of Imprecise Probabilities

Cuzzolin, Fabio

  • 出版商: Springer
  • 出版日期: 2021-12-19
  • 售價: $11,010
  • 貴賓價: 9.5$10,460
  • 語言: 英文
  • 頁數: 878
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030631559
  • ISBN-13: 9783030631550
  • 海外代購書籍(需單獨結帳)

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Introduction.- Part I: Theories of Uncertainty.- Belief Functions.- Understanding Belief Functions.- Reasoning with Belief Functions.- A Toolbox for the Working Scientist.- The Bigger Picture.- Part II: The Geometry of Uncertainty.- The Geometry of Belief Functions.- Geometry of Dempster's Rule.- Three Equivalent Models.- The Geometry of Possibility.- Part III: Geometry Interplays.- Probability Transforms: The Affine Family.- Probability Transforms: The Epistemic Family.- Consonant Approximation.- Consistent Approximation.- Part IV: Geometric Reasoning.- Geometric Conditioning.- Decision Making with Epistemic Transforms.- Part V The Future of Uncertainty.- An Agenda for the Future.- References.