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Finding a homomorphism from some hypergraph $\mathcal{Q}$ (or some relational structure) to another hypergraph $\mathcal{D}$ is a fundamental problem in computer science. We show that an answer to this problem can be maintained under…

Computational Complexity · Computer Science 2021-07-14 Nils Vortmeier , Ioannis Kokkinis

Patnaik and Immerman introduced the dynamic complexity class DynFO of database queries that can be maintained by first-order dynamic programs with the help of auxiliary relations under insertions and deletions of edges (Patnaik and Immerman…

Logic in Computer Science · Computer Science 2017-04-06 Samir Datta , Raghav Kulkarni , Anish Mukherjee , Thomas Schwentick , Thomas Zeume

This paper studies dynamic complexity under definable change operations in the DynFO framework by Patnaik and Immerman. It is shown that for changes definable by parameter-free first-order formulas, all (uniform) $AC^1$ queries can be…

Logic in Computer Science · Computer Science 2017-01-11 Thomas Schwentick , Nils Vortmeier , Thomas Zeume

Recently it was shown that the transitive closure of a directed graph can be updated using first-order formulas after insertions and deletions of single edges in the dynamic descriptive complexity framework by Dong, Su, and Topor, and…

Logic in Computer Science · Computer Science 2018-04-25 Samir Datta , Anish Mukherjee , Nils Vortmeier , Thomas Zeume

Dynamic Complexity (as introduced by Patnaik and Immerman) tries to express how hard it is to update the solution to a problem when the input is changed slightly. It considers the changes required to some stored data structure (possibly a…

Computational Complexity · Computer Science 2013-12-10 Jenish C. Mehta

Dynamic complexity is concerned with updating the output of a problem when the input is slightly changed. We study the dynamic complexity of two-player parity games over graphs of bounded tree-width, where updates may add or delete edges,…

Computational Complexity · Computer Science 2016-10-04 Patricia Bouyer , Vincent Jugé , Nicolas Markey

Consider two planar graphs which are subject to edge insertions and deletions. We show that whether the two graphs are isomorphic can be maintained with first-order logic formulas and auxiliary data of polynomial size. This places the…

Logic in Computer Science · Computer Science 2026-04-27 Samir Datta , Asif Khan , Felix Tschirbs , Nils Vortmeier , Thomas Zeume

Graph databases in many applications---semantic web, transport or biological networks among others---are not only large, but also frequently modified. Evaluating graph queries in this dynamic context is a challenging task, as those queries…

Logic in Computer Science · Computer Science 2015-12-18 Pablo Muñoz , Nils Vortmeier , Thomas Zeume

We consider the problems of deciding whether an input graph can be modified by removing/adding at most k vertices/edges such that the result of the modification satisfies some property definable in first-order logic. We establish a number…

Data Structures and Algorithms · Computer Science 2019-02-27 Fedor V. Fomin , Petr A. Golovach , Dimitrios M. Thilikos

The dynamic complexity of the reachability query is studied in the dynamic complexity framework of Patnaik and Immerman, restricted to quantifier-free update formulas. It is shown that, with this restriction, the reachability query cannot…

Logic in Computer Science · Computer Science 2015-01-29 Thomas Zeume , Thomas Schwentick

Dynamic complexity is concerned with updating the output of a problem when the input is slightly changed. We study the dynamic complexity of Dyck reachability problems in directed and undirected graphs, where updates may add or delete…

Computational Complexity · Computer Science 2017-04-18 Patricia Bouyer , Vincent Jugé

The paper investigates the power of the dynamic complexity classes DynFO, DynQF and DynPROP over string languages. The latter two classes contain problems that can be maintained using quantifier-free first-order updates, with and without…

Computational Complexity · Computer Science 2008-12-11 Wouter Gelade , Marcel Marquardt , Thomas Schwentick

This paper explores the fine-grained structure of classes of regular languages maintainable in fragments of first-order logic within the dynamic descriptive complexity framework of Patnaik and Immerman. A result by Hesse states that the…

Logic in Computer Science · Computer Science 2026-01-27 Corentin Barloy , Felix Tschirbs , Nils Vortmeier , Thomas Zeume

Dynamic complexity is concerned with updating the output of a problem when the input is slightly changed. We study the dynamic complexity of model checking a fixed monadic second-order formula over evolving subgraphs of a fixed maximal…

Computational Complexity · Computer Science 2017-02-20 Patricia Bouyer-Decitre , Vincent Jugé , Nicolas Markey

Reachability, distance, and matching are some of the most fundamental graph problems that have been of particular interest in dynamic complexity theory in recent years [DKMSZ18, DMVZ18, DKMTVZ20]. Reachability can be maintained with…

Logic in Computer Science · Computer Science 2021-09-08 Samir Datta , Chetan Gupta , Rahul Jain , Anish Mukherjee , Vimal Raj Sharma , Raghunath Tewari

Which dynamic queries can be maintained efficiently? For constant-size changes, it is known that constant-depth circuits or, equivalently, first-order updates suffice for maintaining many important queries, among them reachability, tree…

Logic in Computer Science · Computer Science 2024-07-30 Samir Datta , Asif Khan , Anish Mukherjee , Felix Tschirbs , Nils Vortmeier , Thomas Zeume

In 2015, it was shown that reachability for arbitrary directed graphs can be updated by first-order formulas after inserting or deleting single edges. Later, in 2018, this was extended for changes of size $\frac{\log n}{\log \log n}$, where…

Logic in Computer Science · Computer Science 2020-04-28 Samir Datta , Pankaj Kumar , Anish Mukherjee , Anuj Tawari , Nils Vortmeier , Thomas Zeume

Dynamic Complexity was introduced by Immerman and Patnaik \cite{PatnaikImmerman97} (see also \cite{DongST95}). It has seen a resurgence of interest in the recent past, see…

Computational Complexity · Computer Science 2020-08-14 Samir Datta , Anuj Tawari , Yadu Vasudev

By Fagin's Theorem, NP contains precisely those problems that can be described by formulas starting with an existential second-order quantifier, followed by only first-order quantifiers (ESO formulas). Subsequent research refined this…

Logic in Computer Science · Computer Science 2023-10-03 Max Bannach , Florian Chudigiewitsch , Till Tantau

A graph class $\mathscr{C}$ is called monadically stable if one cannot interpret, in first-order logic, arbitrary large linear orders in colored graphs from $\mathscr{C}$. We prove that the model checking problem for first-order logic is…

Logic in Computer Science · Computer Science 2023-12-01 Jan Dreier , Ioannis Eleftheriadis , Nikolas Mählmann , Rose McCarty , Michał Pilipczuk , Szymon Toruńczyk
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