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18th IEEE Annual Conference on Computational Complexity, 2003. Proceedings.最新文献

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Quantum query complexity and semi-definite programming 量子查询复杂度与半确定规划
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214419
H. Barnum, M. Saks, M. Szegedy
We reformulate quantum query complexity in terms of inequalities and equations for a set of positive semidefinite matrices. Using the new formulation we: 1) show that the workspace of a quantum computer can be limited to at most n+k qubits (where n and k are the number of input and output bits respectively) without reducing the computational power of the model; 2) give an algorithm that on input the truth table of a partial Boolean function and an integer t runs in time polynomial in the size of the truth table and estimates, to any desired accuracy, the minimum probability of error that can be attained by a quantum query algorithm attempts to evaluate f in t queries; 3) use semidefinite programming duality to formulate a dual SDP P/spl circ/(f, t, /spl epsi/) that is feasible if and only if f cannot be evaluated within error /spl epsi/ by a t-step quantum query algorithm. Using this SDP, we derive a general lower bound for quantum query complexity that encompasses a lower bound method of Ambainis and its generalizations; 4) give an interpretation of a generalized form of branching in quantum computation.
我们用一组正半定矩阵的不等式和方程来重新表述量子查询复杂性。利用新的公式,我们:1)证明了在不降低模型计算能力的情况下,量子计算机的工作空间可以被限制在最多n+k个量子比特(其中n和k分别是输入和输出比特的数量);2)给出一种算法,该算法在输入一个部分布尔函数的真值表和一个整数t时以真值表的大小的时间多项式运行,并在任意精度下估计量子查询算法在t次查询中尝试求值f所能达到的最小误差概率;3)利用半定规划对偶性,构造了一个对偶SDP P/spl circ/(f, t, /spl epsi/),当且仅当f不能通过t步量子查询算法在error /spl epsi/内求值时可行。利用此SDP,我们推导出量子查询复杂度的一般下界,该下界包含Ambainis下界方法及其推广;给出了量子计算中分支的广义形式的解释。
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引用次数: 94
A strong inapproximability gap for a generalization of minimum bisection 最小二分法推广的一个强不可逼近性间隙
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214436
Jonas Holmerin, Subhash Khot
As a problem with similar properties to minimum bisection, we consider the following: given a homogeneous system of linear equations over Z/sub 2/, with exactly k variables in each equation, find a balanced assignment that minimizes the number of satisfied equations. A balanced assignment is one which contains an equal number of 0s and 1s. When k=2, this is the minimum bisection problem. We consider the case k=3. In this case, it is NP-complete to determine whether the object function is zero [U. Feige, (2003)], so the problem is not approximable at all. However, we prove that it is NP-hard to determine distinguish between the cases that all but a fraction /spl epsi/ of the equations can be satisfied and that at least a fraction 1/4-/spl epsi/ of all equations cannot be satisfied. A similar result for minimum bisection would imply that the problem is hard to approximate within any constant. For the problem of approximating the maximum number of equations satisfied by a balanced assignment, this implies that the problem is NP-hard to approximate within 4/3-/spl epsi/, for any /spl epsi/>0.
作为一个性质与最小平分相似的问题,我们考虑以下问题:给定Z/sub 2/上的线性方程组的齐次系统,每个方程中恰好有k个变量,找到一个使满足方程数量最小化的平衡分配。均衡分配是包含相等数量的0和1的分配。当k=2时,这是最小等分问题。我们考虑k=3的情况。在这种情况下,确定目标函数是否为零[U]是np完全的。Feige,(2003)],所以这个问题根本不是近似的。然而,我们证明了在除一个分数/spl epsi/之外的所有方程都可以满足和所有方程的至少一个分数1/4-/spl epsi/不能满足的情况下,确定区分是np困难的。最小对分的类似结果意味着问题很难在任何常数范围内近似。对于近似平衡分配所满足的最大方程数的问题,这意味着该问题在4/3-/spl epsi/范围内是np困难的,对于任何/spl epsi/>。
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引用次数: 5
The complexity of stochastic sequences 随机序列的复杂性
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214423
W. Merkle
We observe that known results on the Kolmogorov complexity of prefixes of effectively stochastic sequences extend to corresponding random sequences. First, there are recursively random sequences such that for any nondecreasing and unbounded computable function f and for almost all n, the uniform complexity of the length n prefix of the sequence is bounded by f(n). Second, a similar result with bounds of the form f(n) log n holds for partially-recursive random sequences. Furthermore, we show that there is no Mises-Wald-Church stochastic sequence such that the prefixes of the sequence have Kolmogorov complexity O(log n). This result implies a sharp bound for the complexity of the prefixes of Mises-Wald-Church stochastic and of partially-recursive random sequences. As an immediate corollary to our results, we obtain the known separation of the classes of recursively random and of Mises-Wald-Church stochastic sequences.
我们观察到关于有效随机序列前缀的Kolmogorov复杂度的已知结果推广到相应的随机序列。首先,存在递归随机序列,使得对于任何非递减无界可计算函数f和对于几乎所有n,序列长度n前缀的一致复杂度以f(n)为界。其次,对于部分递归随机序列,也有类似的结果,其边界形式为f(n) log n。此外,我们证明了不存在使得序列前缀的Kolmogorov复杂度为O(log n)的Mises-Wald-Church随机序列。这一结果暗示了Mises-Wald-Church随机序列和部分递归随机序列的前缀复杂度的一个尖锐界。作为我们的结果的直接推论,我们得到了已知的递归随机序列和Mises-Wald-Church随机序列类的分离。
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引用次数: 26
Three-query PCPs with perfect completeness over non-Boolean domains 非布尔域上完全完备的三查询pcp
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214428
Lars Engebretsen, Jonas Holmerin
We study nonBoolean PCPs that have perfect completeness and read three positions from the proof. For the case when the proof consists of values from a domain of size d for some integer constant d/spl ges/2, we construct a nonadaptive PCP with perfect completeness and soundness d/sup -1/+d/sup -2/+/spl epsiv/, for any constant /spl epsiv/>0, and an adaptive PCP with perfect completeness and soundness d/sup -1/+/spl epsiv/, for any constant /spl epsiv/>0. The latter PCP can be converted into a nonadaptive PCP with perfect completeness and soundness d/sup -1/+/spl epsiv/, for any constant /spl epsiv/>0, where four positions are read from the proof. These results match the best known constructions for the case d=2 and our proofs also show that the particular predicates we use in our PCPs are nonapproximable beyond the random assignment threshold.
我们研究了具有完全完备性的非布尔pcp,并从证明中读出了三个位置。对于整数常数d/spl ges/2的证明由d域的值组成的情况,我们构造了一个对于任意常数/spl epsiv/>0具有完全完备性和健全性d/sup -1/+d/sup -2/+/spl epsiv/的非自适应PCP,以及对于任意常数/spl epsiv/>0具有完全完备性和健全性d/sup -1/+/spl epsiv/的自适应PCP。对于任意常数/spl epsiv/>0,从证明中读取4个位置,后一个PCP可以转化为具有完全完备性和稳健性d/sup -1/+/spl epsiv/的非自适应PCP。这些结果与d=2情况下最著名的结构相匹配,我们的证明还表明,我们在pcp中使用的特定谓词在随机分配阈值之外是不可近似的。
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引用次数: 6
Hardness vs. randomness within alternating time 在交替的时间内,硬度vs随机性
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214410
Emanuele Viola
We study the complexity of building pseudorandom generators (PRGs) with logarithmic seed length from hard functions. We show that, starting from a function f:{0,1}/sup l//spl rarr/{0,1} that is mildly hard on average, i.e. every circuit of size 2/sup /spl Omega/(l)/ fails to compute f on at least a 1/poly(l) fraction of inputs, we can build a PRG: {0,1}/sup O(logn)//spl rarr/{0,1}/sup n/ computable in ATIME(O(1), logn)=alternating time O(logn) with O(1) alternations. Such a PRG implies BP/spl middot/AC/sub 0/=AC/sub 0/ under DLOGTIME-uniformity. On the negative side, we prove a tight lower bound on black-box PRG constructions that are based on worst-case hard functions. We also prove a tight lower bound on black-box worst-case hardness amplification, which is the problem of producing an average-case hard function starting from a worst-case hard one. These lower bounds are obtained by showing that constant depth circuits cannot compute extractors and list-decodable codes.
研究了从硬函数构造具有对数种子长度的伪随机生成器的复杂性。我们证明,从一个平均来说比较困难的函数f:{0,1}/sup //spl rarr/{0,1}开始,即每个大小为2/sup /spl Omega/(l)/的电路都不能在至少1/poly(l)分数的输入上计算f,我们可以构建一个PRG: {0,1}/sup O(logn)//spl rarr/{0,1}/sup n/可在ATIME(O(1), logn)=交替时间O(logn)与O(1)次交替中计算。这样的PRG意味着在dlogtime均匀性下BP/spl middot/AC/sub 0/=AC/sub 0/。在消极方面,我们证明了基于最坏情况硬函数的黑箱PRG结构的紧下界。我们还证明了黑盒最坏情况硬度放大的紧下界,这是一个从最坏情况硬度函数开始产生平均情况硬度函数的问题。这些下界是通过显示恒定深度电路不能计算提取器和列表可解码代码而得到的。
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引用次数: 15
Optimal separation of EROW and CROW PRAMs EROW与CROW婴儿车的最佳分离
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214413
Navin Goyal, M. Saks, Venkatesh Srinivasan
We consider the problem of evaluating a Boolean function on PRAMs. We exhibit a Boolean function f:{0,1}/sup n//spl rarr/{0,1} that can be evaluated in time O(log log n) in a deterministic CROW (concurrent read owner write) PRAM model, but requires time /spl Omega/(log n) in EROW (exclusive read owner write) PRAM. Our lower bound also holds in the randomized Monte Carlo EROW model. This Boolean function is derived from the well-known pointer chasing problem, and was first considered by Nisan and Bar-Yossef (1997). Our lower bound improves a special case of the previous result of Nisan and Bar-Yossef, who proved a lower bound of /spl Omega/(/spl radic/(log n)) for this function in the deterministic EREW model (and hence in the EROW model). Our result is the first to achieve the best possible separation between the CROW and EROW PRAM models for functions on complete domains (Boolean or nonBoolean), improving the previous results (E. Gafni et al., 1989; F. Fich et al., 1990; N. Nisan et al., 1997).
研究了一个布尔函数在pram上的求值问题。我们展示了一个布尔函数f:{0,1}/sup n//spl rarr/{0,1},在确定性CROW(并发读所有者写)PRAM模型中可以在时间O(log log n)内求值,但在EROW(独占读所有者写)PRAM中需要时间/spl Omega/(log n)。我们的下界也适用于随机蒙特卡罗EROW模型。这个布尔函数来源于著名的指针追踪问题,最早是由Nisan和Bar-Yossef(1997)提出的。我们的下界改进了Nisan和Bar-Yossef先前结果的一个特例,他们在确定性的EREW模型中(因此在EROW模型中)证明了该函数的/spl ω /(/spl径向/(log n))的下界。我们的结果是第一个实现了完整域(布尔或非布尔)上函数的CROW和EROW PRAM模型之间的最佳分离,改进了以前的结果(E. Gafni等人,1989;F. Fich et al., 1990;N. Nisan et al., 1997)。
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引用次数: 1
Memoization and DPLL: formula caching proof systems 记忆和DPLL:公式缓存证明系统
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214425
P. Beame, R. Impagliazzo, T. Pitassi, Nathan Segerlind
A fruitful connection between algorithm design and proof complexity is the formalization of the DPLL approach to satisfiability testing in terms of tree-like resolution proofs. We consider extensions of the DPLL approach that add some version of memoization, remembering formulas the algorithm has previously shown unsatisfiable. Various versions of such formula caching algorithms have been suggested for satisfiability and stochastic satisfiability (S. M. Majercik et al., 1998; F. Bacchus et al., 2003). We formalize this method, and characterize the strength of various versions in terms of proof systems. These proof systems seem to be both new and simple, and have a rich structure. We compare their strength to several studied proof systems: tree-like resolution, regular resolution, general resolution, and Res(k). We give both simulations and separations.
算法设计和证明复杂性之间的一个富有成效的联系是将DPLL方法形式化,以树状分辨率证明的形式进行可满足性测试。我们考虑了DPLL方法的扩展,增加了一些版本的记忆,记住了算法以前显示的不满意的公式。对于可满足性和随机可满足性,已经提出了这种公式缓存算法的各种版本(S. M. Majercik等人,1998;F. Bacchus et al., 2003)。我们将这种方法形式化,并根据证明系统描述了各种版本的强度。这些证明系统似乎既新颖又简单,结构丰富。我们将它们的强度与几个研究过的证明系统进行了比较:树状分辨率、常规分辨率、一般分辨率和Res(k)。我们给出了模拟和分离。
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引用次数: 37
Vertex cover might be hard to approximate to within 2-/spl epsiv/ 顶点覆盖可能很难接近于2-/spl / epsiv/
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214437
Subhash Khot, O. Regev
Based on a conjecture regarding the power of unique 2-prover-1-round games presented in [S. Khot, (2002)], we show that vertex cover is hard to approximate within any constant factor better than 2. We actually show a stronger result, namely, based on the same conjecture, vertex cover on k-uniform hypergraphs is hard to approximate within any constant factor better than k.
基于[S]中提出的关于唯一的2-证明者-1回合博弈能力的猜想。Khot,(2002)],我们证明顶点覆盖很难在任何大于2的常数因子内近似。我们实际上展示了一个更强的结果,即基于相同的猜想,k-均匀超图上的顶点覆盖很难在任何比k更好的常数因子内近似。
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引用次数: 356
The complexity of unique k-SAT: an isolation lemma for k-CNFs 唯一k-SAT的复杂性:k-CNFs的一个隔离引理
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214416
Chris Calabro, R. Impagliazzo, Valentine Kabanets, R. Paturi
We provide some evidence that unique k-SAT is as hard to solve as general k-SAT, where k-SAT denotes the satisfiability problem for k-CNFs and unique k-SAT is the promise version where the given formula has 0 or 1 solutions. Namely, defining for each k/spl ges/1, s/sub k/=inf{/spl delta//spl ges/0|/spl exist/aO(2/sup /spl delta/n/)-time randomized algorithm for k-SAT} and, similarly, /spl sigma//sub k/=inf{/spl delta//spl ges/0|/spl exist/aO(2/sup /spl delta/n/)-time randomized algorithm for Unique k-SAT}, we show that lim/sub k/spl rarr//spl infin//s/sub k/=lim/sub k/spl rarr//spl infin///spl sigma//sub k/. As a corollary, we prove that, if Unique 3-SAT can be solved in time 2/sup /spl epsi/n/ for every /spl epsi/>0, then so can k-SAT for k/spl ges/3. Our main technical result is an isolation lemma for k-CNFs, which shows that a given satisfiable k-CNF can be efficiently probabilistically reduced to a uniquely satisfiable k-CNF, with nontrivial, albeit exponentially small, success probability.
我们提供了一些证据,证明唯一k-SAT与一般k-SAT一样难以求解,其中k-SAT表示k-CNFs的可满足性问题,唯一k-SAT是给定公式有0或1个解的承诺版本。即,定义每个k/spl ges/1, s/sub k/=inf{/spl delta//spl ges/0|/spl exist/aO(2/sup /spl delta/n/)时间随机算法对于k- sat},类似地,/spl sigma//sub k/=inf{/spl delta//spl ges/0|/spl exist/aO(2/sup /spl delta/n/)时间随机算法对于唯一k- sat},我们证明lim/sub k/spl rarr//spl infin//s/sub k/=lim/sub k/spl rarr//spl infin// spl sigma//sub k/。作为推论,我们证明了如果对于每一个/spl epsi/>0,唯一的3- sat可以在2/sup /spl epsi/n/时间内解出,那么对于k/spl ges/3, k- sat也可以在2/sup /spl epsi/n/时间内解出。我们的主要技术成果是k-CNF的隔离引理,它表明给定的可满足k-CNF可以有效地概率化约为唯一可满足的k-CNF,具有非平凡的,尽管指数小的成功概率。
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引用次数: 89
A zero one law for RP RP的0 - 1定律
Pub Date : 2003-07-07 DOI: 10.1109/CCC.2003.1214409
R. Impagliazzo, Philippe Moser
We show that if RP has p-measure nonzero then ZPP=EXP. As corollaries, we obtain a zero-one law for RP, and that both probabilistic classes ZPP and RP have the same p-measure. Finally we prove that if NP has p-measure nonzero then NP=AM.
我们证明了如果RP具有p测度非零,则ZPP=EXP。作为推论,我们得到了RP的一个0 - 1定律,并且两个概率类ZPP和RP具有相同的p测度。最后证明了如果NP具有p测度非零,则NP=AM。
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引用次数: 15
期刊
18th IEEE Annual Conference on Computational Complexity, 2003. Proceedings.
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