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Mathematics > Analysis of PDEs

Title: On inverse problems in multi-population aggregation models

Abstract: This paper focuses on inverse problems arising in studying multi-population aggregations. The goal is to reconstruct the diffusion coefficient, advection coefficient, and interaction kernels of the aggregation system, which characterize the dynamics of different populations. In the theoretical analysis of the physical setup, it is crucial to ensure non-negativity of solutions. To address this, we employ the high-order variation method and introduce modifications to the systems. Additionally, we propose a novel approach called transformative asymptotic technique that enables the recovery of the diffusion coefficient preceding the Laplace operator, presenting a pioneering method for this type of problems. Through these techniques, we offer comprehensive insights into the unique identifiability aspect of inverse problems associated with multi-population aggregation models.
Comments: 29 pages, Keywords: inverse multi-population aggregation model, positive solutions, unique identifiability, transformative asymptotic technique, high-order variation method
Subjects: Analysis of PDEs (math.AP); Populations and Evolution (q-bio.PE)
MSC classes: 35R30, 35B09, 35K45, 35Q92, 92-10, 92D25, 92D50, 35B10, 35C20
Cite as: arXiv:2404.09837 [math.AP]
  (or arXiv:2404.09837v1 [math.AP] for this version)

Submission history

From: Yuhan Li [view email]
[v1] Mon, 15 Apr 2024 14:44:21 GMT (29kb,D)

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