Optimal stopping with variable attention

Abstract We consider an optimal stopping problem of a linear diffusion under Poisson constraint where the agent can adjust the arrival rate of new stopping opportunities. We assume that the agent may switch the rate of the Poisson process between two values. Maintaining the lower rate incurs no cost, whereas the higher rate requires effort that is captured by a cost function c . We study a broad class of payoff functions, cost functions and diffusion dynamics, for which we explicitly characterize the solution to the constrained stopping problem. We also characterize the case where switching to the higher rate is always suboptimal. The results are illustrated with two examples.

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Publication Details

Journal
Advances in Applied Probability
Published
2025-09-09
DOI
https://doi.org/10.1017/apr.2025.10022
Primary Topic
Stochastic processes and financial applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Optimal stopping with variable attention

Jukka Lempa, Harto Saarinen, Wiljami Sillanpää
1 links
Advances in Applied Probability
Stochastic processes and financial applications
article

Optimal stopping with variable attention

Jukka Lempa, Harto Saarinen, Wiljami Sillanpää
article en

Abstract

Abstract We consider an optimal stopping problem of a linear diffusion under Poisson constraint where the agent can adjust the arrival rate of new stopping opportunities. We assume that the agent may switch the rate of the Poisson process between two values. Maintaining the lower rate incurs no cost, whereas the higher rate requires effort that is captured by a cost function c . We study a broad class of payoff functions, cost functions and diffusion dynamics, for which we explicitly characterize the solution to the constrained stopping problem. We also characterize the case where switching to the higher rate is always suboptimal. The results are illustrated with two examples.

Advances in Applied Probability
University of Turku (FI), Turku University of Applied Sciences (FI)
Foundation for Economic Education, Liikesivistysrahasto
Openalex Percentile: Top 68%
Stochastic processes and financial applications
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