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Continuous time random walks under Markovian resetting

Vicenç Méndez, Axel Masó-Puigdellosas, Trifce Sandev, Daniel Campos

2021Physical review. E36 citationsDOIOpen Access PDF

Abstract

We investigate the effects of Markovian resetting events on continuous time random walks where the waiting times and the jump lengths are random variables distributed according to power-law probability density functions. We prove the existence of a nonequilibrium stationary state and finite mean first arrival time. However, the existence of an optimum reset rate is conditioned to a specific relationship between the exponents of both power-law tails. We also investigate the search efficiency by finding the optimal random walk which minimizes the mean first arrival time in terms of the reset rate, the distance of the initial position to the target, and the characteristic transport exponents.

Topics & Concepts

Random walkJumpMathematicsReset (finance)Statistical physicsMarkov processPosition (finance)Power lawContinuous-time random walkApplied mathematicsStatisticsPhysicsQuantum mechanicsFinancial economicsEconomicsFinanceDiffusion and Search Dynamics