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Applications of algebra and topology to constraint satisfaction problems

Applications of algebra and topology to constraint satisfaction problems
代数和拓扑在约束满足问题中的应用
批准号:
238899-2006
负责人:
Larose, Benoît
金额:
$0.8万
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:
2006
资助国家:
加拿大
项目状态:
已结题
起止时间:
2006-01-01 至 2007-12-31

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英文摘要
In a constraint satisfaction problem (CSP), one must assign values to variables that must obey various constraints; typical real world examples include scheduling problems and database queries. In general, determining whether a CSP admits a solution is an algorithmic challenge, but it often happens in practice that the constraints are of a very restricted form, allowing the use of efficient methods to solve the CSP. Our long-term goal is to classify precisely what kinds of restrictions lead to these tractable CSP's. Our approach is based on an unexpected and fruitful connection between CSP's and universal algebra that was uncovered in the late 90's by P. Jeavons. In short, every family of constraints is transformed into a mathematical object whose algebraic properties somehow reflect the difficulty of solving the CSP. Further methods borrowed from the field of algebraic topology are used to analyse these algebraic objects. This algebraic approach has led to some major breakthroughs in the last 5 years in the study of the algorithmic complexity of constraint satisfaction problems.
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Applications of algebra to the study of fine-grained computational complexity of constraint satisfaction problems
  • 批准号:
    238899-2011
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $1.46万
  • 财政年份:
    2015
  • 负责人:
    Larose, Benoît
  • 依托单位:
Applications of algebra to the study of fine-grained computational complexity of constraint satisfaction problems
  • 批准号:
    238899-2011
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $1.46万
  • 财政年份:
    2014
  • 负责人:
    Larose, Benoît
  • 依托单位:
Applications of algebra to the study of fine-grained computational complexity of constraint satisfaction problems
  • 批准号:
    238899-2011
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $1.46万
  • 财政年份:
    2013
  • 负责人:
    Larose, Benoît
  • 依托单位:
Applications of algebra to the study of fine-grained computational complexity of constraint satisfaction problems
  • 批准号:
    238899-2011
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $1.46万
  • 财政年份:
    2012
  • 负责人:
    Larose, Benoît
  • 依托单位:
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