Population protocols on graphs: A hierarchy

Olivier Bournez, Jonas Lefèvre

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Population protocols have been introduced as a model in which anonymous finite-state agents stably compute a predicate of the multiset of their inputs via interactions by pairs. In this paper, we consider population protocols acting on families of graphs, that is to say on particular topologies. Stably computable predicates on strings of size n correspond exactly to languages of NSPACE(n), that is to say to non-deterministic space of Turing machines. Stably computable predicates on cliques correspond to semi-linear predicates, namely exactly those definable in Presburger's arithmetic. Furthermore, we exhibit a strict hierarchy in-between when considering graphs between strings and cliques.

Original languageEnglish
Title of host publicationUnconventional Computation and Natural Computation - 12th International Conference, UCNC 2013, Proceedings
PublisherSpringer Verlag
Pages31-42
Number of pages12
ISBN (Print)9783642390739
DOIs
Publication statusPublished - 1 Jan 2013
Event12th International Conference on Unconventional Computation and Natural Computation, UCNC 2013 - Milan, Italy
Duration: 1 Jul 20135 Jul 2013

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7956 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference12th International Conference on Unconventional Computation and Natural Computation, UCNC 2013
Country/TerritoryItaly
CityMilan
Period1/07/135/07/13

Keywords

  • computability
  • hierarchy
  • population protocols
  • space complexity

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