Social choice, computational complexity, Gaussian geometry, and Boolean functions

被引:0
|
作者
O'Donnell, Ryan [1 ]
机构
[1] Carnegie Mellon Univ, Dept Comp Sci, Pittsburgh, PA 15213 USA
关键词
Social choice; analysis of Boolean functions; Majority Is Stablest; Max-Cut; computational complexity; Gaussian geometry; isoperimetry; hypercontractivity; MAX-CUT; ISOPERIMETRIC INEQUALITY; FINITE PERIMETER; INTEGRALITY GAPS; NOISE STABILITY; MAXIMUM CUT; APPROXIMATION; PROOFS; SETS; ALGORITHMS;
D O I
暂无
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We describe a web of connections between the following topics: the mathematical theory of voting and social choice; the computational complexity of the Maximum Cut problem; the Gaussian Isoperimetric Inequality and Borell's generalization thereof; the Hypercontractive Inequality of Bonami; and, the analysis of Boolean functions. A major theme is the technique of reducing inequalities about Gaussian functions to inequalities about Boolean functions f : {-1, 1}(n) -> {-1,1}, and then using induction on n to further reduce to inequalities about functions f : {-1, 1} -> {-1,1}. We especially highlight De, Mossel, and Neeman's recent use of this technique to prove the Majority Is Stablest Theorem and Borell's Isoperimetric Inequality simultaneously.
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页码:633 / 658
页数:26
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