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Proceedings. Fourteenth Annual IEEE Conference on Computational Complexity (Formerly: Structure in Complexity Theory Conference) (Cat.No.99CB36317)最新文献

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Proofs, codes, and polynomial-time reducibilities 证明,代码,和多项式时间的可约性
Ravi Kumar, D. Sivakumar
We show how to construct proof systems for NP languages where a deterministic polynomial-time verifier can check membership, given any N/sup (2/3)+/spl epsi// bits of an N-bit witness of membership. We also provide a slightly superpolynomial time proof system where the verifier can check membership, given only N/sup (1/2)+/spl epsi// bits of an N-bit witness. These pursuits are motivated by the work of Gal et. al. (1997). In addition, we construct proof systems where a deterministic polynomial-time verifier can check membership, given an N-bit string that agrees with a legitimate witness on just (N/2)+N/sup (4/5)+/spl epsi// bits. Our results and framework have applications for two related areas of research in complexity theory: proof systems for NP, and the relative power of Cook reductions and Karp-Levin type reductions. Our proof techniques are based on algebraic coding theory and small sample space constructions.
我们展示了如何构建NP语言的证明系统,其中确定性多项式时间验证者可以检查隶属性,给定N位隶属性见证的任意N/sup (2/3)+/spl epsi//位。我们还提供了一个稍微超多项式的时间证明系统,在这个系统中,验证者可以检查成员资格,只要给定N位见证的N/sup (1/2)+/spl epsi//位。这些追求是由Gal et. al.(1997)的工作所激发的。此外,我们构建了一个证明系统,其中确定性多项式时间验证者可以检查成员资格,给定一个N位字符串,该字符串与合法证人在(N/2)+N/sup (4/5)+/spl epsi// bits上一致。我们的结果和框架应用于复杂性理论的两个相关研究领域:NP的证明系统,以及Cook约简和Karp-Levin型约简的相对能力。我们的证明技术是基于代数编码理论和小样本空间构造。
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引用次数: 29
Upper semilattice of binary strings with the relation "x is simple conditional to y" 关系为“x是y的简单条件”的二元字符串的上半格
A. Muchnik, Andrei E. Romashchenko, A. Shen, N. Vereshchagin
In this paper we construct a structure R that is a "finite version" of the semilattice of Turing degrees. Its elements are strings (technically, sequences of strings) and x/spl les/y means that K(x|)=(conditional Kolmogorov complexity of x relative to y) is small. We construct two elements in R that do not have greatest lower bound. We give a series of examples that show how natural algebraic constructions give two elements that have lower bound O (minimal element) but significant mutual information. (A first example of that kind was constructed by Gacs-Korner (1973) using completely different technique.) We define a notion of "complexity profile" of the pair of elements of R and give (exact) upper and lower bounds for it in a particular case.
本文构造了一个结构R,它是图灵度半格的“有限版本”。它的元素是字符串(技术上是字符串序列),x/spl les/y意味着K(x|)=(x相对于y的条件Kolmogorov复杂度)很小。我们在R中构造两个没有最大下界的元素。我们给出了一系列的例子,表明自然代数结构如何给出两个具有下界0(最小元素)但重要互信息的元素。(这类的第一个例子是由Gacs-Korner(1973)使用完全不同的技术构建的。)我们定义了R的一对元素的“复杂度轮廓”的概念,并给出了它在特定情况下的(精确的)上界和下界。
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引用次数: 32
Deterministic amplification of space-bounded probabilistic algorithms 空间有界概率算法的确定性放大
Ziv Bar-Yossef, Oded Goldreich, A. Wigderson
This paper initiates the study of deterministic amplification of space-bounded probabilistic algorithms. The straightforward implementations of known amplification methods cannot be used for such algorithms, since they consume too much space. We present a new implementation of the Ajtai-Komlos-Szemeredi method, that enables to amplify an S-space algorithm that uses r random bits and errs with probability /spl epsiv/ to an O(kS)-space algorithm that uses r+O(k) random bits and errs with probability /spl epsiv//sup /spl Omega/(k)/. This method can be used to reduce the error probability of BPL algorithms below any constant, with only a constant addition of new random bits. This is weaker than the exponential reduction that can be achieved for BPP algorithms by methods that use only O(r) random bits. However we prove that any black-box amplification method that uses O(r) random bits and makes at most p parallel simulations reduces the error to at most /spl epsiv//sup O(p)/. Hence, in BPL, where p should be a constant, the error cannot be reduced to less than a constant. This means that our method is optimal with respect to black-box amplification methods, that use O(r) random bits. The new implementation of the AKS method is based on explicit constructions of constant-space online extractors and online expanders. These are extractors and expanders, for which neighborhoods can be computed in a constant space by a Turing machine with a one-way input tape.
本文对空间有界概率算法的确定性放大问题进行了研究。已知放大方法的直接实现不能用于此类算法,因为它们占用太多空间。我们提出了Ajtai-Komlos-Szemeredi方法的一种新实现,它能够将使用r个随机比特和概率为/spl epsiv/的误差的s-空间算法扩展到使用r+O(k)个随机比特和概率为/spl epsiv//sup /spl Omega/(k)/的误差的O(k) -空间算法。该方法可以将BPL算法的错误概率降低到任意常数以下,只需要增加一个常数的新随机比特。这比仅使用O(r)个随机比特的方法可以实现的BPP算法的指数缩减要弱。然而,我们证明了任何使用O(r)个随机比特并进行最多p个并行模拟的黑盒放大方法将误差减少到最多/spl //sup O(p)/。因此,在BPL中,p应该是一个常数,误差不能减小到小于一个常数。这意味着我们的方法相对于使用O(r)个随机比特的黑盒放大方法是最优的。AKS方法的新实现是基于常数空间在线提取器和在线扩展器的显式构造。这些是提取器和扩展器,它们的邻域可以用带有单向输入磁带的图灵机在常数空间中计算。
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引用次数: 12
Stronger separations for random-self-reducibility, rounds, and advice 更强的随机自约性、轮询和通知分离
L. Babai, Sophie Laplante
A function f is self-reducible if it can be computed given an oracle for f. In a random-self-reduction the queries must be made in such a way that the distribution of the ith query is independent of the input that gave rise to it. Random-self-reductions have many applications, including countless cryptographic protocols, probabilistically checkable proofs, average-case complexity, and program checking. A simpler model of randomized self-reducibility is coherence, in which the only condition on the queries is that the input itself may not be among the queries. We show that there is a function which is random-self-reducible with 2 rounds of queries, but which is not even coherent, even if polynomial advice is allowed, when the queries must be made in a single round.
一个函数f是自约的,如果它可以被给定一个f的oracle来计算。在随机自约中,查询必须以这样一种方式进行,即第i个查询的分布与引起它的输入无关。随机自约简有许多应用,包括无数的加密协议、概率可检查的证明、平均情况复杂性和程序检查。一个更简单的随机自约性模型是相干性,其中查询的唯一条件是输入本身可能不在查询中。我们证明了有一个函数,它是随机自约的2轮查询,但它甚至不是连贯的,即使多项式建议是允许的,当查询必须在单轮中进行。
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引用次数: 7
On monotone planar circuits 单调平面电路
D. A. Barrington, Chi-Jen Lu, Peter Bro Miltersen, Sven Skyum
In this paper we show several results about monotone planar circuits. We show that monotone planar circuits of bounded width, with access to negated input variables, compute exactly the functions in non-uniform AC/sup 0/. This provides a striking contrast to the non-planar case, where exactly NC/sup 1/ is computed. We show that the circuit value problem for monotone planar circuits, with inputs on the outerface only, can be solved in LOGDCFL/spl sube/SC, improving a LOGCFL upper bound due to Dymond and Cook. We show that for monotone planar circuits, with inputs on the outerface only, excessive depth compared to width is useless; any function computed by a monotone planar circuit of width w with inputs on the outerface can be computed by a monotone planar circuit of width O(w) and depth w/sup O(1)/. Finally, we show that monotone planar read-once circuits, with inputs on the outerface only, can be efficiently learned using membership queries.
本文给出了单调平面电路的几个结果。我们证明了有界宽度的单调平面电路,可以访问负的输入变量,精确地计算非均匀AC/sup 0/下的函数。这与非平面情况形成鲜明对比,在非平面情况下,精确地计算NC/sup 1/。我们证明了只有外表面输入的单调平面电路的电路值问题,可以在LOGDCFL/spl sub /SC中解决,改进了Dymond和Cook提出的LOGCFL上界。我们表明,对于单调平面电路,输入仅在外表面,与宽度相比,过多的深度是无用的;用宽度为w、输入在外表面的单调平面电路计算的任何函数都可以用宽度为O(w)、深度为w/sup为O(1)/的单调平面电路计算。最后,我们证明了只在外表面输入的单调平面读一次电路可以使用隶属度查询有效地学习。
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引用次数: 31
Some recent progress on the complexity of lattice problems 关于格问题复杂性的一些最新进展
Jin-Yi Cai
We survey some recent developments in the study of the complexity of lattice problems. After a discussion of some problems on lattices which can be algorithmically solved efficiently, our main focus is the recent progress on complexity results of intractability. We discuss Ajtai's worst-case/average-case connections, NP-hardness and non-NP-hardness, transference theorems between primal and dual lattices, and the Ajtai-Dwork cryptosystem.
本文综述了格问题复杂性研究的一些最新进展。在讨论了格上一些可以用算法有效求解的问题之后,我们的重点是在棘手性的复杂性结果方面的最新进展。我们讨论了Ajtai的最坏情况/平均情况连接,np -硬度和非np -硬度,原始格和对偶格之间的转移定理,以及Ajtai- dwork密码系统。
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引用次数: 27
Applications of a new transference theorem to Ajtai's connection factor 一个新的转移定理在Ajtai连接因子中的应用
Jin-Yi Cai
We apply a new transference theorem from the geometry of numbers to Ajtai's connection of average-case to worst-case complexity of lattice problems. We also derive stronger bounds for the special class of lattices which possess n/sup /spl epsiv//-unique shortest lattice vectors. This class of lattices plays a significant role in Ajtai's connection of average-case to worst-case complexity of the shortest lattice vector problem, and in the Ajtai-Dwork public-key cryptosystem. Our proofs are non-constructive, based on methods from harmonic analysis. They yield currently the best Ajtai connection factors.
将数几何中的一个新的迁移定理应用到Ajtai格问题的平均情况到最坏情况复杂性的联系中。对于具有n/sup /spl / epsiv//-唯一最短格向量的特殊格类,我们也给出了更强的界。这类格在Ajtai最短格向量问题的平均情况到最坏情况复杂度的连接以及Ajtai- dwork公钥密码系统中起着重要的作用。我们的证明是非建设性的,是基于谐波分析的方法。它们产生了目前最好的Ajtai连接因子。
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引用次数: 16
Query order and NP-completeness 查询顺序和np完备性
J. J. Dai, J. H. Lutz
The effect of query order on NP-completeness is investigated. A sequence D/spl I.oarr/=(D/sub 1/,...,D/sub k/) of decision problems is defined to be sequentially complete for NP if each D/sub i//spl isin/NP and every problem in NP can be decided in polynomial time with one query to each of D/sub 1/,...,D/sub k/ in this order. It is shown that, if NP contains a language that is p-generic in the sense of Ambos-Spies, Fleischhack, and Huwig (1987), then for every integer k/spl ges/2, there is a sequence D/spl I.oarr/=(d/sub 1/,...,D/sub k/) such that D is sequentially complete for NP, but no nontrivial permutation (D(i/sub 1/),...,D(i/sub k/)) of D/spl I.oarr/ is sequentially complete for NP. It follows that such a sequence D/spl I.oarr/ exists if there is any strongly positive, p-computable probability measure /spl nu/ such that "/sub p/(NP)/spl ne/0.
研究了查询顺序对np完备性的影响。A序列D/spl I.oarr/=(D/sub 1/,…如果每个D/下标i//spl都是/NP,并且NP中的每个问题都可以在多项式时间内通过对D/下标1/,…的查询来决定,则定义决策问题的D/下标k/)对于NP是顺序完备的。D/下标k/按这个顺序。结果表明,如果NP包含Ambos-Spies, Fleischhack, and Huwig(1987)意义上的p-泛型语言,则对于每一个整数k/spl ges/2,存在一个序列D/spl I.oarr/=(D/ sub 1/,…),D/下标k/)使得D对于NP是顺序完全的,但不存在非平凡排列(D(i/下标1/),…,D /spl i .oarr/的D(i/sub k/))对于NP是顺序完全的。因此,如果存在任何强正的、p可计算的概率测度/spl nu/使得“/sub p/(NP)/spl ne/0”,则存在这样的序列D/spl I.oarr/。
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引用次数: 4
Learning DNF by approximating inclusion-exclusion formulae 通过近似包容-排除公式学习DNF
J. Tarui, Tatsuie Tsukiji
We analyze upper and lower bounds on size of Boolean conjunctions necessary and sufficient to approximate a given DNF formula by accuracy slightly better than 1/2 (here we define the size of a Boolean conjunction as the number of distinct variables on which it depends). Such an analysis determines the performance of a naive search algorithm that exhausts Boolean conjunctions in the order of their sizes. In fact, our analysis does not depend on kinds of symmetric functions to be exhausted: instead of conjunctions, counting either disjunctions, parity functions, majority functions, or even general symmetric functions, derives the same learning results from similar analyses.
我们分析了布尔连接大小的上界和下界,这是近似给定DNF公式的必要和充分条件,精度略高于1/2(这里我们将布尔连接的大小定义为它所依赖的不同变量的数量)。这样的分析决定了朴素搜索算法的性能,该算法按大小顺序耗尽布尔连词。事实上,我们的分析并不依赖于要耗尽的对称函数的种类:而不是连词,计算析取,宇称函数,多数函数,甚至一般对称函数,从类似的分析中得出相同的学习结果。
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引用次数: 23
A lower bound for primality 原数的下界
E. Allender, M. Saks, I. Shparlinski
Recent work by Bernasconi, Damm and Shparlinski proved lower bounds on the circuit complexity of the square-free numbers, and raised as an open question if similar (or stronger) lower bounds could be proved for the set of prime numbers. In this short note, we answer this question affirmatively, by showing that the set of prime numbers (represented in the usual binary notation) is not contained in AC/sup 0/ [p] for any prime p. Similar lower bounds are presented for the set of square-free numbers, and for the problem of computing the greatest common divisor of two numbers.
Bernasconi, Damm和Shparlinski最近的工作证明了无平方数的电路复杂度的下界,并提出了一个开放的问题,即是否可以为素数集证明类似(或更强)的下界。在这个简短的说明中,我们肯定地回答了这个问题,通过证明对于任何素数p, AC/sup 0/ [p]中都不包含素数集(用通常的二进制符号表示)。对于无平方数集,以及计算两个数的最大公约数的问题,也给出了类似的下界。
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引用次数: 22
期刊
Proceedings. Fourteenth Annual IEEE Conference on Computational Complexity (Formerly: Structure in Complexity Theory Conference) (Cat.No.99CB36317)
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