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Lower bounds for complexity of Boolean circuits of finite depth with arbitrary elements

机译:具有任意元素的有限深度布尔电路复杂度的下界

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摘要

We consider circuits of functional elements of a finite depth whose elements arearbitrary Boolean functions of any number of arguments. We suggest a method of findingnonlinear lower bounds for complexity applicable, in particular, to the operator of cyclic convo-lution. The obtained lower bounds for the circuits of depth d ≥ 2 are of the form Ω (nλ_(d_1)(n)).In particular, for d = 2, 3, 4 they are of the form Ω(n~(3/2)),Ω(n logn),and nlog logn)re-spectively; for d ≥ 5 the function λ_(d-1)(n)is a slowly increasing function. These lower boundsare the greatest known ones for all even d and for d = 3. For d 2, 3, these estimates havebeen obtained in earlier studies of the author.
机译:我们考虑有限深度的功能元件的电路,其元素是任意数量的自变量的布尔函数。我们提出了一种寻找非线性下限的方法,该方法适用于复杂性,尤其适用于循环卷积算子。深度d≥2的电路的下界的形式为Ω(nλ_(d_1)(n)),特别是对于d = 2、3、4,它们的形式为Ω(n〜(3 / 2)),Ω(n logn)和nlog logn)分别;对于d≥5,函数λ_(d-1)(n)是一个缓慢增加的函数。这些下限是所有偶数d和d = 3的最大已知界限。对于d 2,3,这些估计值已在作者的早期研究中获得。

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