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Deciding Identities in Nonassociative Algebras with Dynamic Programming

Deciding Identities in Nonassociative Algebras with Dynamic Programming
用动态规划确定非关联代数中的恒等式
批准号:
8905534
负责人:
David Jacobs
金额:
$3.02万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
1989
资助国家:
美国
项目状态:
已结题
起止时间:
1989-08-15 至 1992-07-31

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中文摘要
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英文摘要
This investigation is concerned with algorithms and computational techniques to decide if a given nonassociative polynomial is an identity for a variety of nonassociative algebras. In general, this problem is computationally very difficult, and existing methods suffer from prohibitive time and memory requirements. The approach used in this investigation is to use a dynamic programming algorithm. The algorithm solves the problem by constructing a certain homomorphic image of the free algebra. The number of arithmetic operations required to construct the algebra is bound by a polynomial in the dimension of the resulting algebra (but for many varieties the algorithm might not be polynomial-time in the input size). Using this method, it appears that many questions, which previously appeared to be computationally impractical, may now be solved with existing computers. Preliminary tests show that this method can be used to decide in minutes if certain polynomials, up to degree 10, were identities in the variety of commutative, fourth-power-associative algebras. While the method looks promising, several theoretic issues need to be examined in order to make the method more practical. A goal is to implement the full version of the algorithm on several specific problems. One such problem is the search for Jordan s-identities. Another is determining whether there exist nonspecial Malcev algebras.
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RI: Small: Understanding the Inductive Bias Caused by Invariance and Multi Scale in Neural Networks
RI: NSF-BSF: Small: Reconstructing Shape, Lighting and Reflectance Properties of Indoor Scenes from Video
  • 批准号:
    1910132
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $49.33万
  • 财政年份:
    2019
  • 负责人:
    David Jacobs
  • 依托单位:
RI: Small: Bounded Distortion Models for Articulated and Deformable Object Recognition
  • 批准号:
    1526234
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $43.56万
  • 财政年份:
    2016
  • 负责人:
    David Jacobs
  • 依托单位:
RI: Small: Collaborative Research: Visual Attributes for Identification and Search in Images
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