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Track B: Automata, Logic, Semantics, and Theory of Programming
Population Protocols over Ordered Agents

Authors: Michael Blondin, Michaël Cadilhac, Benjamin Courchesne, Lucie Guillou, Corto Mascle, and Isa Vialard

Published in: LIPIcs, Volume 374, 53rd International Colloquium on Automata, Languages, and Programming (ICALP 2026)


Abstract
Population protocols are a distributed computation model in which a collection of anonymous, finite-state agents interact in randomly chosen pairs and update their states according to a fixed transition function. The computation is defined by the eventual stabilization of the population to a consensus that represents the output. In practice, it is natural to allow each agent to carry a unique identifier and compare it with that of another agent before interacting. We model this extension by having agents be totally ordered and interactions between two agents to be fireable only if their pair of identifiers falls in some condition set. For instance, PP[<] allows for two agents to interact only if the first one appears before the second one. We study population protocols over ordered agents PP[𝒩] where 𝒩 is a set of predicates available to restrict transition firing. We also study IO-PP[𝒩], the immediate observation fragment of PP[𝒩] where only one agent changes state per interaction. Our main result is that IO-PP[<] recognizes exactly the unambiguous star-free languages, which admits many other characterizations, such as two-variable first-order logic or two-way deterministic partially-ordered automata. We also provide a logic and an automaton model that fits in PP[<]. We further show that if the successor predicate appears in a set 𝒩 of NSPACE(n)-computable predicates, then IO-PP[𝒩] = PP[𝒩] = NSPACE(n). Finally, we investigate the problem of deciding whether a given population protocol always stabilizes to a consensus. While this problem is decidable for unordered population protocols, we show that this is undecidable already for PP[<] and IO-PP[+1], but conditionally decidable for IO-PP[<].

Cite as

Michael Blondin, Michaël Cadilhac, Benjamin Courchesne, Lucie Guillou, Corto Mascle, and Isa Vialard. Population Protocols over Ordered Agents. In 53rd International Colloquium on Automata, Languages, and Programming (ICALP 2026). Leibniz International Proceedings in Informatics (LIPIcs), Volume 374, pp. 167:1-167:20, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2026)


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@InProceedings{blondin_et_al:LIPIcs.ICALP.2026.167,
  author =	{Blondin, Michael and Cadilhac, Micha\"{e}l and Courchesne, Benjamin and Guillou, Lucie and Mascle, Corto and Vialard, Isa},
  title =	{{Population Protocols over Ordered Agents}},
  booktitle =	{53rd International Colloquium on Automata, Languages, and Programming (ICALP 2026)},
  pages =	{167:1--167:20},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-428-4},
  ISSN =	{1868-8969},
  year =	{2026},
  volume =	{374},
  editor =	{Bhattacharya, Sayan and Nanongkai, Danupon and Benedikt, Michael and Puppis, Gabriele},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2026.167},
  URN =		{urn:nbn:de:0030-drops-265557},
  doi =		{10.4230/LIPIcs.ICALP.2026.167},
  annote =	{Keywords: Population protocols, First-order logic, Partially-ordered automata, Unambiguous star-free languages}
}
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