Optimizing the random search of a finite-lived target by a Lévy flight
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arXiv
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| Hauptverfasser: | , , , |
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| Format: | Preprint |
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2023
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| _version_ | 1866917590624894976 |
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| author | Boyer, Denis Mercado-Vásquez, Gabriel Majumdar, Satya N. Schehr, Grégory |
| author_facet | Boyer, Denis Mercado-Vásquez, Gabriel Majumdar, Satya N. Schehr, Grégory |
| contents | In many random search processes of interest in chemistry, biology or during rescue operations, an entity must find a specific target site before the latter becomes inactive, no longer available for reaction or lost. We present exact results on a minimal model system, a one-dimensional searcher performing a discrete time random walk or Lévy flight. In contrast with the case of a permanent target, the capture probability and the conditional mean first passage time can be optimized. The optimal Lévy index takes a non-trivial value, even in the long lifetime limit, and exhibits an abrupt transition as the initial distance to the target is varied. Depending on the target lifetime, this transition is discontinuous or continuous, separated by a non-conventional tricritical point. These results pave the way to the optimization of search processes under time constraints. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2310_10934 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Optimizing the random search of a finite-lived target by a Lévy flight Boyer, Denis Mercado-Vásquez, Gabriel Majumdar, Satya N. Schehr, Grégory Statistical Mechanics In many random search processes of interest in chemistry, biology or during rescue operations, an entity must find a specific target site before the latter becomes inactive, no longer available for reaction or lost. We present exact results on a minimal model system, a one-dimensional searcher performing a discrete time random walk or Lévy flight. In contrast with the case of a permanent target, the capture probability and the conditional mean first passage time can be optimized. The optimal Lévy index takes a non-trivial value, even in the long lifetime limit, and exhibits an abrupt transition as the initial distance to the target is varied. Depending on the target lifetime, this transition is discontinuous or continuous, separated by a non-conventional tricritical point. These results pave the way to the optimization of search processes under time constraints. |
| title | Optimizing the random search of a finite-lived target by a Lévy flight |
| topic | Statistical Mechanics |
| url | https://arxiv.org/abs/2310.10934 |