Applying monoid duality to a double contact process

0572568 - ÚTIA 2024 RIV US eng J - Článek v odborném periodiku
Latz, Jan Niklas - Swart, Jan M.
Applying monoid duality to a double contact process.
Electronic Journal of Probability. Roč. 28, č. 1 (2023), č. článku 70. ISSN 1083-6489. E-ISSN 1083-6489
Grant CEP: GA ČR GA20-08468S
Institucionální podpora: RVO:67985556
Klíčová slova: interacting particle system * duality * contact process * annihilating branching process * cancellative contact process * monoid
Obor OECD: Statistics and probability
Impakt faktor: 1.4, rok: 2022
Způsob publikování: Open access
http://library.utia.cas.cz/separaty/2023/SI/swart-0572568.pdf https://projecteuclid.org/journals/electronic-journal-of-probability/volume-28/issue-none/Applying-monoid-duality-to-a-double-contact-process/10.1214/23-EJP961.full

In this paper we use duality techniques to study a coupling of the well-known contact process (CP) and the annihilating branching process. As the latter can be seen as a cancellative version of the contact process, we rebrand it as the cancellative contact process (cCP). Our process of interest will consist of two components, the first being a CP and the second being a cCP. We call this process the double contact process (2CP) and prove that it has (depending on the model parameters) at most one invariant law under which ones are present in both processes. In particular, we can choose the model parameters in such a way that CP and cCP are monotonely coupled. In this case also the above mentioned invariant law will have the property that, under it, ones (modeling “infected individuals”) can only be present in the cCP at sites where there are also ones in the CP. Along the way we extend the dualities for Markov processes discovered in our paper “Commutative monoid duality” to processes on infinite state spaces so that they, in particular, can be used for interacting particle systems.
Trvalý link: https://hdl.handle.net/11104/0343224