Article (Scientific journals)
Optimal resetting strategies for search processes in heterogeneous environments
García-Valladares, Gregorio; Plata, Carlos A; Prados, Antonio et al.
2023In New Journal of Physics, 25 (11), p. 113031
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Keywords :
first passage time; heterogeneity; non-equilibrium statistical mechanics; optimal search strategies; quenched disorder; stochastic resetting; First passage time; Heterogeneity; Mean first passage time; Minimisation; Non-equilibrium statistical mechanics; Optimal search strategy; Quenched disorder; Search process; Stochastic resetting; Stochastics; Physics and Astronomy (all); General Physics and Astronomy
Abstract :
[en] In many physical situations, there appears the problem of reaching a single target that is spatially distributed. Here we analyse how stochastic resetting, also spatially distributed, can be used to improve the search process when the target location is quenched, i.e. it does not evolve in time. More specifically, we consider a model with minimal but sufficient ingredients that allows us to derive analytical results for the relevant physical quantities, such as the first passage time distribution. We focus on the minimisation of the mean first passage time (MFPT) and its fluctuations (standard deviation), which proves to be non-trivial. Our analysis shows that the no-disorder case is singular: for small disorder, the resetting rate distribution that minimises the MFPT leads to diverging fluctuations—which impinge on the practicality of this minimisation. Interestingly, this issue is healed by minimising the fluctuations: the associated resetting rate distribution gives first passage times that are very close to the optimal ones.
Disciplines :
Physics
Author, co-author :
García-Valladares, Gregorio ;  Física Teórica, Universidad de Sevilla, Sevilla, Spain
Plata, Carlos A ;  Física Teórica, Universidad de Sevilla, Sevilla, Spain
Prados, Antonio ;  Física Teórica, Universidad de Sevilla, Sevilla, Spain
MANACORDA, Alessandro  ;  University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Physics and Materials Science (DPHYMS)
External co-authors :
yes
Language :
English
Title :
Optimal resetting strategies for search processes in heterogeneous environments
Publication date :
20 November 2023
Journal title :
New Journal of Physics
ISSN :
1367-2630
Publisher :
Institute of Physics
Volume :
25
Issue :
11
Pages :
113031
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
Agencia Estatal de Investigación
Consejería de Transformación Económica, Industria, Conocimiento y Universidades
HORIZON EUROPE Marie Sklodowska-Curie Actions
Funding number :
101056825; 101065902; PID2021-122588NB-I00
Funding text :
C A Plata acknowledges the funding received from European Union’s Horizon Europe-Marie Skłodowska-Curie 2021 programme through the Postdoctoral Fellowship with Reference 101065902 (ORION). G García-Valladares, C A Plata and A Prados acknowledge financial support from Grant PID2021-122588NB-I00 funded by MCIN/AEI/10.13039/501100011033/ and by ‘ERDF A way of making Europe’, and also from Grant ProyExcel_00796 funded by Junta de Andalucía’s PAIDI 2020 programme. A Manacorda acknowledges the funding received from European Union’s Horizon Europe-Marie Skłodowska-Curie 2021 programme through the Postdoctoral Fellowship with Reference 101056825 (NewGenActive).
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