Publications des scientifiques de l'IRD

Auger Pierre, Pironneau O. (2020). Parameter identification by statistical learning of a stochastic dynamical system modelling a fishery with price variation. Comptes Rendus Mathematique, 358 (3), p. 245-253. ISSN 1631-073X.

Titre du document
Parameter identification by statistical learning of a stochastic dynamical system modelling a fishery with price variation
Année de publication
2020
Type de document
Article référencé dans le Web of Science WOS:000573974000001
Auteurs
Auger Pierre, Pironneau O.
Source
Comptes Rendus Mathematique, 2020, 358 (3), p. 245-253 ISSN 1631-073X
In this short paper we report on an inverse problem for parameter setting of a model used for the modelling of fishing on the West African coast. We compare the solution of this inverse problem by a Neural Network with the more classical algorithms of optimisation and stochastic control. The Neural Network does much better.
Plan de classement
Sciences fondamentales / Techniques d'analyse et de recherche [020]
Localisation
Fonds IRD [F B010079782]
Identifiant IRD
fdi:010079782
Contact