Nov 7, 2019 · In this paper, we propose a novel approach based on convex optimization, allowing us to solve the aforementioned identification problem. We ...

In this paper, we propose a novel approach based on convex optimisation, allowing us to solve the aforementioned identification problem.

Identification of nonlinear systems and optimality analysis in Sobolev spaces · Mathematics, Engineering · 2020.

In this paper, we propose a novel approach for the identification from data of an unknown nonlinear function together with its derivatives.

Nov 7, 2019 · In this paper, we propose a novel approach based on convex optimization, allowing us to solve the aforementioned identification problem. We ...

In this paper, we propose a novel approach for the identification from data of an unknown nonlinear function together with its derivatives.

In this paper, we propose a novel approach based on convex optimization, allowing us to solve the aforementioned identification problem. We develop an ...

We consider the problem of approximating an unknown function from experimental data, while approximating at the same time its derivatives.

A method is presented for the identification of a nonlinear system represented by an operator V:E->Y, where the input space E is a separable Hilbert space ...

Abstract: In this paper, we propose a novel approach for the identification from data of an unknown nonlinear function together with its derivatives.