Extension Complexity of Independent Set Polytopes

Mika Göös, Rahul Jain, Thomas Watson
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引用次数: 48

Abstract

We exhibit an n-node graph whose independent set polytope requires extended formulations of size exponential in Ω(n/log n). Previously, no explicit examples of n-dimensional 0/1-polytopes were known with extension complexity larger than exponential in Θ(√n). Our construction is inspired by a relatively little-known connection between extended formulations and (monotone) circuit depth.
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独立集多面体的可拓复杂度
我们展示了一个n节点图,其独立集多边形需要在Ω(n/log n)中扩展成指数大小的公式。以前,在Θ(√n)中没有已知的n维0/1多边形的扩展复杂度大于指数的显式例子。我们的构造受到扩展公式和(单调)电路深度之间相对鲜为人知的联系的启发。
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