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Alternative algorithms for accelerated symbolic and numeric summation

Alternative algorithms for accelerated symbolic and numeric summation
加速符号和数字求和的替代算法
批准号:
238778-2012
负责人:
Zima, Evgueni
金额:
$1.24万
依托单位:
依托单位国家:
加拿大
项目类别:
Discovery Grants Program - Individual
财政年份:
2015
资助国家:
加拿大
项目状态:
已结题
起止时间:
2015-01-01 至 2016-12-31

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英文摘要
In spite of undisputable progress in CPU design some computational tasks in different application domains can still be categorized as heavy-weighted or time-consuming. Any kind of acceleration achieved for such problems is welcomed by the end users. Research proposed here targets long-standing performance related issues in symbolic, symbolic-numeric and numeric summation. For symbolic summation the objective is to to develop a set of new algorithms that will overcome long-standing shortcomings of standard and widely adopted by computer algebra systems algorithms. The novelty of this approach is in the use (direct or indirect) of ideas of integral representation and different kinds of integral transforms for solving summation problems in an algorithmic fashion. The results will be also extended to the algorithms of solving linear difference equations with polynomial coefficients. For symbolic-numeric summation the objective is to investigate an alternative approaches to the high-precision evaluation of the rapidly convergent hypergeometric series based on modular computations with special choice of moduli (Cunningham numbers). The novelty of this approach is in practical use of fast reconstruction of rational numbers from modular images for special sets of moduli. For numeric summation the objective is to exploit in proper way the power of Chains of Recurrences technique with applications to both optimized code generation and optimized circuit (VHDL code) generation. The distinguishing feature of this approach will be in an implementation of circuit generator, which will generate specialized floating point units performing numeric summation of closed form expressions of arbitrary complexity at the rate of term per clock cycle.
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Efficient algorithms and succinct data structures for acceleration of telescoping and related problems
  • 批准号:
    RGPIN-2021-03147
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $1.75万
  • 财政年份:
    2022
  • 负责人:
    Zima, Evgueni
  • 依托单位:
Efficient algorithms and succinct data structures for acceleration of telescoping and related problems
  • 批准号:
    RGPIN-2021-03147
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $1.75万
  • 财政年份:
    2021
  • 负责人:
    Zima, Evgueni
  • 依托单位:
Alternative algorithms for accelerated symbolic and numeric summation
  • 批准号:
    238778-2012
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $1.24万
  • 财政年份:
    2017
  • 负责人:
    Zima, Evgueni
  • 依托单位:
Alternative algorithms for accelerated symbolic and numeric summation
  • 批准号:
    238778-2012
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $1.24万
  • 财政年份:
    2014
  • 负责人:
    Zima, Evgueni
  • 依托单位:
国内基金
海外基金
固定参数可解算法在平面图问题的应用以及和整数线性规划的关系
  • 批准号:
    60973026
  • 项目类别:
    面上项目
  • 资助金额:
    32.0万元
  • 批准年份:
    2009
  • 负责人:
    鲁道夫
  • 依托单位:
Computational Methods for Analyzing Toponome Data