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Target competition for resources under multiple search-and-capture events with stochastic resetting
1Department of Mathematics, University of Utah, 155 South 1400 East, Salt Lake City, UT 84112, USA.
Summary
We developed a framework to analyze resource distribution in target populations during search-and-capture events. Slowing down particle resets can optimize total resource delivery, enhancing search efficiency.
Area of Science:
- Mathematical Biology
- Stochastic Processes
- Search Theory
Background:
- Understanding resource distribution is crucial in ecological and biological systems.
- Previous models often lack the complexity to account for resetting search behaviors.
Purpose of the Study:
- To develop a general framework for analyzing resource distribution under resetting search-and-capture events.
- To investigate the impact of resetting frequency on resource allocation and total resource accumulation.
Main Methods:
- Application of renewal theory to determine mean resource counts based on search splitting probabilities and first passage times.
- Utilized asymptotic partial differential equation (PDE) methods for diffusive search in a 2D bounded domain with multiple targets.
- Analysis of the effects of resetting on resource distribution and target competition.
Main Results:
- Slow resetting increases total resources (M_tot) when a specific condition involving the Neumann Green's function and target locations is met.
- The total number of resources can be optimized by adjusting the resetting rate (r).
- A target gains a competitive advantage if its location satisfies a particular mathematical criterion.
Conclusions:
- The study provides a theoretical framework for optimizing resource delivery through controlled search-and-capture dynamics.
- Resetting parameters significantly influence resource distribution and can be tuned for maximum efficiency.
- Identified conditions for competitive advantage among targets, relevant for understanding population dynamics.
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