Abstract
We consider the inverse problem of determining the fragmentation rate from noisy measurements in the growth-fragmentation equation. We use Fourier transform theory on locally compact groups to treat this problem for general fragmentation probabilities. We develop a regularization method based on spectral filtering, which allows us to deal with the inverse problem in weighted L 2 spaces. As a result, we obtain a regularization method with error of order O ( ϵ 2 m 2 m + 1 ) , where ɛ is the noise level and m > 0 is the a priori regularity order of the fragmentation rate.
| Original language | British English |
|---|---|
| Article number | 015001 |
| Journal | Inverse Problems |
| Volume | 39 |
| Issue number | 1 |
| DOIs | |
| State | Published - Jan 2022 |
Keywords
- Fourier transform on groups
- growth-fragmentation equation
- mathematical biology models
- regularization techniques
- size-structured models
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