SAFIP: A STREAMING ALGORITHM FOR INVERSE PROBLEMS
Overview & Synopsis
This paper presents a new algorithm which aims at the resolution of inverse problems of the form f (x) = 0, for x ∈ R d and f an arbitrary function with mild regularity condition. The set of solutions S may be infinite. This algorithm produces a good coverage of S, with a limited number of evaluations of the function f. It is therefore appropriate for complex problems where those evaluations are costly. Various examples are presented, with d varying from 2 to 10. Proofs of convergence and of coverage of S are presented.
Indexed from repository: HAL Open Science
(
hal.science)
Keyboard Shortcuts:
← / → for pages • + / - for zoom • 0 to fit width
Powered by Mozilla PDF.js v3.11
Document Information
| Document Title | SAFIP: A STREAMING ALGORITHM FOR INVERSE PROBLEMS |
|---|---|
| Author / Organization | Maeva Biret, Michel Broniatowski |
| Subject & Discipline | Multidisciplinary Academic Open Research |
| Categories | Science & Mathematics |
| Publication Year | 2016 |
| License / Rights | Open Access / Creative Commons |
| Resource Verification | Listed PDF (Verification Pending) |
| Original Host Website |
HAL Open Science
(hal.science)
|
| File Format | application/pdf (Portable Document Format) |
| Language | EN |
| Catalog ID | DOC-78620 |
| Original Source Link | Visit Source Page on hal.science » |