Positivity and global existence for nonlocal advection-diffusion models of interacting populations
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arXiv
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| Autores principales: | , , , |
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| Formato: | Preprint |
| Publicado: |
2023
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| _version_ | 1866910486648324096 |
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| author | Giunta, Valeria Hillen, Thomas Lewis, Mark Potts, Jonathan |
| author_facet | Giunta, Valeria Hillen, Thomas Lewis, Mark Potts, Jonathan |
| contents | In this paper we study a broad class of non-local advection-diffusion models describing the behaviour of an arbitrary number of interacting species, each moving in response to the non-local presence of others. Our model allows for different non-local interaction kernels for each species and arbitrarily many spatial dimensions. We prove the global existence of both non-negative weak solutions in any spatial dimension and positive classical solutions in one spatial dimension. These results generalise and unify various existing results regarding existence of non-local advection-diffusion equations. We also prove that solutions can blow up in finite time when the detection radius becomes zero, i.e. when the system is local, thus showing that nonlocality is essential for the global existence of solutions. We verify our results with some numerical simulations on 2D spatial domains. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2312_09692 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Positivity and global existence for nonlocal advection-diffusion models of interacting populations Giunta, Valeria Hillen, Thomas Lewis, Mark Potts, Jonathan Analysis of PDEs In this paper we study a broad class of non-local advection-diffusion models describing the behaviour of an arbitrary number of interacting species, each moving in response to the non-local presence of others. Our model allows for different non-local interaction kernels for each species and arbitrarily many spatial dimensions. We prove the global existence of both non-negative weak solutions in any spatial dimension and positive classical solutions in one spatial dimension. These results generalise and unify various existing results regarding existence of non-local advection-diffusion equations. We also prove that solutions can blow up in finite time when the detection radius becomes zero, i.e. when the system is local, thus showing that nonlocality is essential for the global existence of solutions. We verify our results with some numerical simulations on 2D spatial domains. |
| title | Positivity and global existence for nonlocal advection-diffusion models of interacting populations |
| topic | Analysis of PDEs |
| url | https://arxiv.org/abs/2312.09692 |