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We investigate the computational complexity of various problems for simple recurrent neural networks (RNNs) as formal models for recognizing weighted languages. We focus on the single-layer, ReLU-activation, rational-weight RNNs with…

形式语言与自动机理论 · 计算机科学 2018-03-06 Yining Chen , Sorcha Gilroy , Andreas Maletti , Jonathan May , Kevin Knight

In the symbolic verification of cryptographic protocols, a central problem is deciding whether a protocol admits an execution which leaks a designated secret to the malicious intruder. Rusinowitch and Turuani (2003) show that, when…

密码学与安全 · 计算机科学 2023-01-27 R. Ramanujam , Vaishnavi Sundararajan , S. P. Suresh

The binary perfect phylogeny model is too restrictive to model biological events such as back mutations. In this paper we consider a natural generalization of the model that allows a special type of back mutation. We investigate the problem…

数据结构与算法 · 计算机科学 2012-06-29 Paola Bonizzoni , Chiara Braghin , Riccardo Dondi , Gabriella Trucco

The non-uniform demand network coding problem is posed as a single-source and multiple-sink network transmission problem where the sinks may have heterogeneous demands. In contrast with multicast problems, non-uniform demand problems are…

信息论 · 计算机科学 2010-01-27 Joseph C. Koo , John Gill

Recent works have shown that tokenisation is NP-complete. However, these works assume tokenisation is applied to inputs with unboundedly large alphabets -- an unrealistic assumption, given that in practice tokenisers operate over fixed-size…

计算与语言 · 计算机科学 2025-11-20 Violeta Kastreva , Philip Whittington , Dennis Komm , Tiago Pimentel

We consider the first problem that appears in any application of synchronizing automata, namely, the problem of deciding whether or not a given $n$-state $k$-letter automaton is synchronizing. First we generalize results from…

形式语言与自动机理论 · 计算机科学 2019-03-20 Mikhail V. Berlinkov

In contrast to the network coding problem wherein the sinks in a network demand subsets of the source messages, in a network computation problem the sinks demand functions of the source messages. Similarly, in the functional index coding…

信息论 · 计算机科学 2016-03-18 Anindya Gupta , B. Sundar Rajan

The complexity class DP is the class of all languages that are the intersection of a language in NP and a language in coNP. It was conjectured that recognizing a facet for the knapsack polytope is DP-complete. We provide a positive answer…

最优化与控制 · 数学 2025-10-21 Rui Chen , Haoran Zhu

We address two sets of long-standing open questions in probability theory, from a computational complexity perspective: divisibility of stochastic maps, and divisibility and decomposability of probability distributions. We prove that finite…

概率论 · 数学 2016-04-20 Johannes Bausch , Toby Cubitt

Consensus problems for strings and sequences appear in numerous application contexts, ranging from bioinformatics over data mining to machine learning. Closing some gaps in the literature, we show that several fundamental problems in this…

离散数学 · 计算机科学 2019-04-12 Laurent Bulteau , Vincent Froese , Rolf Niedermeier

A graph $G$ is {\em matching-decyclable} if it has a matching $M$ such that $G-M$ is acyclic. Deciding whether $G$ is matching-decyclable is an NP-complete problem even if $G$ is 2-connected, planar, and subcubic. In this work we present…

离散数学 · 计算机科学 2023-06-22 Fábio Protti , Uéverton S. Souza

In this letter we study the NP-complete vertex cover problem on finite connectivity random graphs. When the allowed size of the cover set is decreased, a discontinuous transition in solvability and typical-case complexity occurs. This…

无序系统与神经网络 · 物理学 2009-10-31 Martin Weigt , Alexander K. Hartmann

The $\textbf{P}$ vs. $\textbf{NP}$ problem is an important problem in contemporary mathematics and theoretical computer science. Many proofs have been proposed to this problem. This paper proposes a theoretic proof for $\textbf{P}$ vs.…

计算复杂性 · 计算机科学 2020-07-02 Changlin Wan , Zhongzhi Shi

In this paper we propose a new approach for developing a proof that P=NP. We propose to use a polynomial-time reduction of a NP-complete problem to Linear Programming. Earlier such attempts used polynomial-time transformation which is a…

计算复杂性 · 计算机科学 2023-02-20 Malay Dutta , Anjana K. Mahanta

When can $t$ terminal pairs in an $m \times n$ grid be connected by $t$ vertex-disjoint paths that cover all vertices of the grid? We prove that this problem is NP-complete. Our hardness result can be compared to two previous NP-hardness…

P-time event graphs are discrete event systems able to model cyclic production systems where tasks need to be performed within given time windows. Consistency is the property of admitting an infinite execution of such tasks that does not…

计算机科学中的逻辑 · 计算机科学 2026-02-10 Davide Zorzenon , Jörg Raisch

We consider the general problem of blocking all solutions of some given combinatorial problem with only few elements. For example, the problem of destroying all maximum cliques of a given graph by forbidding only few vertices. Problems of…

计算复杂性 · 计算机科学 2025-02-11 Christoph Grüne , Lasse Wulf

We study the complexity of the Distributed Constraint Satisfaction Problem (DCSP) on a synchronous, anonymous network from a theoretical standpoint. In this setting, variables and constraints are controlled by agents which communicate with…

数据结构与算法 · 计算机科学 2021-01-25 Silvia Butti , Victor Dalmau

In this paper, we propose two new methods for solving Set Constraint Problems, as well as a potential polynomial solution for NP-Complete problems using quantum computation. While current methods of solving Set Constraint Problems focus on…

计算机科学中的逻辑 · 计算机科学 2025-04-29 Neema Rustin Badihian

We consider a bi-criteria generalization of the pathwidth problem, where, for given integers $k,l$ and a graph $G$, we ask whether there exists a path decomposition $\cP$ of $G$ such that the width of $\cP$ is at most $k$ and the number of…

数据结构与算法 · 计算机科学 2021-03-05 Dariusz Dereniowski , Wieslaw Kubiak , Yori Zwols
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