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Proceedings of the Joint Meeting of the Twenty-Third EACSL Annual Conference on Computer Science Logic (CSL) and the Twenty-Ninth Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)最新文献

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Achieving new upper bounds for the hypergraph duality problem through logic 利用逻辑方法实现超图对偶问题的新上界
G. Gottlob, Enrico Malizia
The hypergraph duality problem Dual is defined as follows: given two simple hypergraphs G and H, decide whether H consists precisely of all minimal transversals of G (in which case we say that G is the dual of H). This problem is equivalent to decide whether two given non-redundant monotone DNFs are dual. It is known that DUAL, the complementary problem to Dual, is in GC (log2 n, PTIME), where GC(f(n), C) denotes the complexity class of all problems that after a nondeterministic guess of O(f(n)) bits can be decided (checked) within complexity class C. It was conjectured that DUAL is in GC(log2 n, LOGSPACE). In this paper we prove this conjecture and actually place the DUAL problem into the complexity class GC(log2 n, TC0) which is a subclass of GC(log2 n, LOGSPACE). We here refer to the logtime-uniform version of TC0, which corresponds to FO(COUNT), i.e., first order logic augmented by counting quantifiers. We achieve the latter bound in two steps. First, based on existing problem decomposition methods, we develop a new nondeterministic algorithm for DUAL that requires to guess O(log2 n) bits. We then proceed by a logical analysis of this algorithm, allowing us to formulate its deterministic part in FO(COUNT).
超图对偶问题Dual的定义如下:给定两个简单的超图G和H,决定H是否精确地由G的所有最小截线组成(在这种情况下我们说G是H的对偶)。这个问题等价于决定两个给定的非冗余单调dnf是否对偶。已知DUAL的互补问题DUAL在GC(log2 n, PTIME)中,其中GC(f(n), C)表示在复杂度类C中经过O(f(n))位的不确定性猜测后可以确定(检查)的所有问题的复杂度类。我们推测DUAL在GC(log2 n, LOGSPACE)中。本文证明了这一猜想,并将DUAL问题实际放到GC(log2 n, LOGSPACE)的子类GC(log2 n, LOGSPACE)的复杂度类GC(log2 n, TC0)中。我们这里指的是TC0的logtime-uniform版本,它对应于FO(COUNT),即通过计数量词扩充的一阶逻辑。我们分两步实现后一个边界。首先,在现有问题分解方法的基础上,我们开发了一种新的不确定性DUAL算法,该算法需要猜测O(log2 n)位。然后,我们继续对该算法进行逻辑分析,使我们能够在FO(COUNT)中制定其确定性部分。
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引用次数: 24
On the total variation distance of labelled Markov chains 标记马尔可夫链的总变异距离
Taolue Chen, S. Kiefer
Labelled Markov chains (LMCs) are widely used in probabilistic verification, speech recognition, computational biology, and many other fields. Checking two LMCs for equivalence is a classical problem subject to extensive studies, while the total variation distance provides a natural measure for the "inequivalence" of two LMCs: it is the maximum difference between probabilities that the LMCs assign to the same event. In this paper we develop a theory of the total variation distance between two LMCs, with emphasis on the algorithmic aspects: (1) we provide a polynomial-time algorithm for determining whether two LMCs have distance 1, i.e., whether they can almost always be distinguished; (2) we provide an algorithm for approximating the distance with arbitrary precision; and (3) we show that the threshold problem, i.e., whether the distance exceeds a given threshold, is NP-hard and hard for the square-root-sum problem. We also make a connection between the total variation distance and Bernoulli convolutions.
标记马尔可夫链(lmc)广泛应用于概率验证、语音识别、计算生物学等领域。检验两个lmc的等价性是一个经典问题,需要进行广泛的研究,而总变异距离为两个lmc的“不等价性”提供了一个自然的度量:它是lmc分配给同一事件的概率之间的最大差异。在本文中,我们发展了两个lmc之间总变异距离的理论,重点是算法方面:(1)我们提供了一个多项式时间算法来确定两个lmc是否具有距离1,即它们是否几乎总是可以被区分;(2)给出了一种任意精度的距离逼近算法;(3)我们证明了阈值问题,即距离是否超过给定的阈值,对于平方根和问题来说是np困难的。我们还在总变异距离和伯努利卷积之间建立了联系。
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引用次数: 31
Decomposition theorems and model-checking for the modal μ-calculus 模态μ微积分的分解定理和模型检验
M. Bojanczyk, Christoph Dittmann, S. Kreutzer
We prove a general decomposition theorem for the modal μ-calculus Lμ in the spirit of Feferman and Vaught's theorem for disjoint unions. In particular, we show that if a structure (i.e., transition system) is composed of two substructures M1 and M2 plus edges from M1 to M2, then the formulas true at a node in M only depend on the formulas true in the respective substructures in a sense made precise below. As a consequence we show that the model-checking problem for Lμ is fixed-parameter tractable (fpt) on classes of structures of bounded Kelly-width or bounded DAG-width. As far as we are aware, these are the first fpt results for Lμ which do not follow from embedding into monadic second-order logic.
我们在费弗曼定理和沃特定理的精神上,证明了模态μ-微积分Lμ的一般分解定理。特别是,我们表明,如果一个结构(即过渡系统)是由两个子结构M1和M2加上从M1到M2的边组成的,那么在M中的一个节点上成立的公式仅依赖于在相应子结构上成立的公式,其意义如下所述。结果表明,Lμ的模型检验问题在有界kelly宽度或有界dag宽度的结构类上是固定参数可处理的(fpt)。据我们所知,这些是Lμ的第一个fpt结果,而不是从嵌入到一元二阶逻辑中得到的。
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引用次数: 8
Infinite-state energy games 无限状态能量博弈
P. Abdulla, M. Atig, Piotr Hofman, Richard Mayr, K. N. Kumar, Patrick Totzke
Energy games are a well-studied class of 2-player turn-based games on a finite graph where transitions are labeled with integer vectors which represent changes in a multidimensional resource (the energy). One player tries to keep the cumulative changes non-negative in every component while the other tries to frustrate this. We consider generalized energy games played on infinite game graphs induced by pushdown automata (modelling recursion) or their subclass of one-counter automata. Our main result is that energy games are decidable in the case where the game graph is induced by a one-counter automaton and the energy is one-dimensional. On the other hand, every further generalization is undecidable: Energy games on one-counter automata with a 2-dimensional energy are undecidable, and energy games on pushdown automata are undecidable even if the energy is one-dimensional. Furthermore, we show that energy games and simulation games are inter-reducible, and thus we additionally obtain several new (un)decidability results for the problem of checking simulation preorder between pushdown automata and vector addition systems.
能量游戏是一种基于有限图形的2人回合制游戏,其中转换被标记为整数向量,表示多维资源(能量)的变化。一名玩家试图在每个组件中保持累积变化的非负性,而另一名玩家则试图挫败这一点。研究了由下推自动机(建模递归)或其子类一元自动机诱导的无限博弈图上的广义能量博弈。我们的主要结果是,当游戏图由单计数器自动机诱导且能量是一维的情况下,能量游戏是可决定的。另一方面,每一个进一步的推广都是不确定的:具有二维能量的单计数器自动机上的能量博弈是不确定的,即使能量是一维的,下推自动机上的能量博弈也是不确定的。此外,我们还证明了能量博弈和模拟博弈是可约的,从而得到了下推自动机和向量加法系统之间的模拟预序检验问题的几个新的(非)可判定性结果。
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引用次数: 19
Secure equilibria in weighted games 加权对策中的安全均衡
V. Bruyère, N. Meunier, Jean-François Raskin
We consider two-player non zero-sum infinite duration games played on weighted graphs. We extend the notion of secure equilibrium introduced by Chatterjee et al., from the Boolean setting to this quantitative setting. As for the Boolean setting, our notion of secure equilibrium refines the classical notion of Nash equilibrium. We prove that secure equilibria always exist in a large class of weighted games which includes common measures like sup, inf, lim sup, lim inf, mean-payoff, and discounted sum. Moreover we show that one can synthesize finite-memory strategy profiles with few memory. We also prove that the constrained existence problem for secure equilibria is decidable for sup, inf, lim sup, lim inf and mean-payoff measures. Our solutions rely on new results for zero-sum quantitative games with lexicographic objectives that are interesting on their own right.
我们考虑在加权图上进行的两方非零和无限持续博弈。我们将Chatterjee等人引入的安全均衡的概念从布尔设置扩展到这个定量设置。对于布尔设置,我们的安全均衡概念是对经典纳什均衡概念的改进。我们证明了安全均衡总是存在于一大类加权对策中,这些对策包括诸如sup, inf, lim sup, lim inf,平均收益和折现和等常见测度。此外,我们还证明了可以用很少的内存合成有限内存策略概要。我们还证明了安全均衡的约束存在问题对于sup,∞,lim sup, lim inf和平均收益措施是可决定的。我们的解决方案依赖于零和定量游戏的新结果,词典目标本身就很有趣。
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引用次数: 28
Separating regular languages with first-order logic 用一阶逻辑分离常规语言
Thomas Place, M. Zeitoun
Given two languages, a separator is a third language that contains the first one and is disjoint from the second one. We investigate the following decision problem: given two regular input languages of finite words, decide whether there exists a first-order definable separator. We prove that in order to answer this question, sufficient information can be extracted from semigroups recognizing the input languages, using a fixpoint computation. This yields an Exptime algorithm for checking first-order separability. Moreover, the correctness proof of this algorithm yields a stronger result, namely a description of a possible separator. Finally, we prove that this technique can be generalized to answer the same question for regular languages of infinite words.
给定两种语言,分隔符是包含第一种语言且与第二种语言不相交的第三种语言。我们研究了以下判定问题:给定两种有限词的正则输入语言,判定是否存在一阶可定义分隔符。我们证明了为了回答这个问题,可以使用不动点计算从识别输入语言的半群中提取足够的信息。这产生了一个用于检查一阶可分性的Exptime算法。此外,该算法的正确性证明产生了一个更强的结果,即对可能的分隔符的描述。最后,我们证明了这种方法可以推广到无限词的规则语言。
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引用次数: 75
Regular combinators for string transformations 用于字符串转换的正则组合子
R. Alur, Adam Freilich, Mukund Raghothaman
We focus on (partial) functions that map input strings to a monoid such as the set of integers with addition and the set of output strings with concatenation. The notion of regularity for such functions has been defined using two-way finite-state transducers, (one-way) cost register automata, and MSO-definable graph transformations. In this paper, we give an algebraic and machine-independent characterization of this class analogous to the definition of regular languages by regular expressions. When the monoid is commutative, we prove that every regular function can be constructed from constant functions using the combinators of choice, split sum, and iterated sum, that are analogs of union, concatenation, and Kleene-*, respectively, but enforce unique (or unambiguous) parsing. Our main result is for the general case of non-commutative monoids, which is of particular interest for capturing regular string-to-string transformations for document processing. We prove that the following additional combinators suffice for constructing all regular functions: (1) the left-additive versions of split sum and iterated sum, which allow transformations such as string reversal; (2) sum of functions, which allows transformations such as copying of strings; and (3) function composition, or alternatively, a new concept of chained sum, which allows output values from adjacent blocks to mix.
我们关注的是将输入字符串映射到单oid的(部分)函数,例如带加法的整数集和带串联的输出字符串集。这些函数的正则性概念已经使用双向有限状态换能器、(单向)代价寄存器自动机和mso可定义的图变换来定义。在本文中,我们给出了该类的代数和机器无关的表征,类似于正则表达式对正则语言的定义。当单群是可交换的,我们证明了每一个正则函数都可以用选择组合子、拆分和迭代和构造常数函数,它们分别类似于union、concatation和Kleene-*,但强制惟一(或无二义性)解析。我们的主要结果是针对非交换单群的一般情况,这对于捕获用于文档处理的常规字符串到字符串转换特别有意义。我们证明了下列附加组合子足以构造所有正则函数:(1)拆分和和迭代和的左加性版本,它们允许诸如字符串反转之类的转换;(2)函数的总和,它允许转换,如复制字符串;(3)函数组合,或者说是链式和的新概念,它允许相邻块的输出值混合。
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引用次数: 49
Probably safe or live 可能是安全的还是活着的
J. Katoen, Lei Song, Lijun Zhang
This paper presents a formal characterisation of safety and liveness properties for fully probabilistic systems. As for the classical setting, it is established that any (probabilistic tree) property is equivalent to a conjunction of a safety and liveness property. A simple algorithm is provided to obtain such a property decomposition for flat probabilistic CTL (PCTL). A safe fragment of PCTL is identified that provides a sound and complete characterisation of safety properties. For liveness properties, we provide two PCTL fragments, a sound and a complete one, and show that a sound and complete logical characterisation of liveness properties hinges on the (open) satisfiability problem for PCTL. We show that safety properties only have finite counterexamples, whereas liveness properties have none. We compare our characterisation for qualitative properties with the one for branching time properties by Manolios and Trefler, and present sound and complete PCTL fragments for characterising the notions of strong safety and absolute liveness coined by Sistla.
本文给出了全概率系统的安全性和活动性的形式化表征。对于经典的设定,建立了任何(概率树)性质都等价于安全性和活动性的结合。给出了一种简单的算法来获得平面概率CTL (PCTL)的这种性质分解。确定了PCTL的安全片段,提供了安全特性的健全和完整的表征。对于活跃性,我们提供了两个PCTL片段,一个健全的和一个完整的,并证明了活跃性的健全和完整的逻辑表征取决于PCTL的(开放的)可满足性问题。我们证明了安全性质只有有限的反例,而活性性质没有。我们将我们的定性特征与Manolios和Trefler的分支时间特征进行了比较,并提出了完整的PCTL片段来表征Sistla提出的强安全性和绝对活跃性的概念。
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引用次数: 10
Zero-reachability in probabilistic multi-counter automata 概率多计数器自动机中的零可达性
T. Brázdil, S. Kiefer, A. Kucera, Petr Novotný, J. Katoen
We study the qualitative and quantitative zero-reachability problem in probabilistic multi-counter systems. We identify the undecidable variants of the problems, and then we concentrate on the remaining two cases. In the first case, when we are interested in the probability of all runs that visit zero in some counter, we show that the qualitative zero-reachability is decidable in time which is polynomial in the size of a given pMC and doubly exponential in the number of counters. Further, we show that the probability of all zero-reaching runs can be effectively approximated up to an arbitrarily small given error ε > 0 in time which is polynomial in log(ε), exponential in the size of a given pMC, and doubly exponential in the number of counters. In the second case, we are interested in the probability of all runs that visit zero in some counter different from the last counter. Here we show that the qualitative zero-reachability is decidable and SquareRootSum-hard, and the probability of all zero-reaching runs can be effectively approximated up to an arbitrarily small given error ε > 0 (these results apply to pMC satisfying a suitable technical condition that can be verified in polynomial time). The proof techniques invented in the second case allow to construct counterexamples for some classical results about ergodicity in stochastic Petri nets.
研究了概率多计数器系统的定性和定量零可达性问题。我们确定问题的不可确定的变体,然后我们集中在剩下的两种情况。在第一种情况下,当我们感兴趣的是在某个计数器中访问零的所有运行的概率时,我们证明了定性的零可达性在时间上是可决定的,它是给定pMC大小的多项式,是计数器数量的双指数。进一步,我们证明了所有达到零的运行的概率可以有效地近似到任意小的给定误差ε > 0,这是log(ε)的多项式,给定pMC的大小的指数,以及计数器数量的双指数。在第二种情况下,我们感兴趣的是在与上一个计数器不同的某个计数器中访问0的所有运行的概率。在这里,我们证明了定性的零可达性是可决定的,并且squareerootsum -hard,并且所有达到零的运行概率可以有效地近似到任意小的给定误差ε > 0(这些结果适用于满足适当技术条件的pMC,可以在多项式时间内验证)。在第二种情况下发明的证明技术允许为随机Petri网的遍历性的一些经典结果构造反例。
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引用次数: 15
Non-elementary complexities for branching VASS, MELL, and extensions 分支VASS、MELL和扩展的非基本复杂性
R. Lazic, S. Schmitz
We study the complexity of reachability problems on branching extensions of vector addition systems, which allows us to derive new non-elementary complexity bounds for fragments and variants of propositional linear logic. We show that provability in the multiplicative exponential fragment is Tower-hard already in the affine case---and hence non-elementary. We match this lower bound for the full propositional affine linear logic, proving its Tower-completeness. We also show that provability in propositional contractive linear logic is Ackermann-complete.
我们研究了向量加法系统分支扩展上可达性问题的复杂性,从而得到了命题线性逻辑的片段和变体的新的非初等复杂性界。我们证明,在仿射情况下,乘法指数片段的可证明性已经是塔难的,因此是非初等的。我们匹配了全命题仿射线性逻辑的下界,证明了它的塔完备性。我们还证明了命题压缩线性逻辑的可证明性是ackermann完全的。
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引用次数: 42
期刊
Proceedings of the Joint Meeting of the Twenty-Third EACSL Annual Conference on Computer Science Logic (CSL) and the Twenty-Ninth Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)
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