International audienceIdentifiability guarantees that the mathematical model of a dynamic system is well-defined in the sense that it maps unam-biguously its parameters to the output trajectories. This paper casts identifiability in a set-membership (SM) framework and relates recently introduced properties, namely SM-identifiability, µ-SM-identifiability, and ε-SM-identifiability, to the properties of parameter estimation problems. Soundness and ε-consistency are proposed to characterize these problems and the solution returned by the algorithm used to solve them. This paper also contributes by carefully motivating and comparing SM-identifiability, µ-SM-identifiability and ε-SM-identifiability to related properties found in the literature a...
This thesis contains three parts. In the first part, a set-membership identification algorithm is de...
The parameter identifiability problem of deterministic non-linear control systems is studied. Relati...
The task of mathematical modeling involves working with real world phenomena described via parametri...
International audienceIdentifiability guarantees that the mathematical model of a dynamic system is ...
International audienceDefinitions of identifiability and methods for checking this property for line...
International audienceThis paper concerns the concept of set-membership identifiability introduced i...
International audienceIdentifiability is the property that a mathematical model must satisfy to guar...
We describe a novel method to establish a priori whether the parameters of a nonlinear dynamical sys...
International audienceThis paper presents a method for investigating, through an automatic procedure...
We describe a novel method to establish a priori whether the parameters of a nonlinear dynamical sys...
This paper deals with the problem of setmembership identification of nonlinear-in-the-parameters mod...
Parameter estimation is a vital component of model development. Making use of data, one aims to dete...
In the paper the problem of identifying nonlinear dynamic systems, described in nonlinear regression...
Structural identifiability analysis of nonlinear dynamic models requires symbolic manipulations, who...
Some a priori and a posterioriaspects of the identifiability problem for unidentifiable models are d...
This thesis contains three parts. In the first part, a set-membership identification algorithm is de...
The parameter identifiability problem of deterministic non-linear control systems is studied. Relati...
The task of mathematical modeling involves working with real world phenomena described via parametri...
International audienceIdentifiability guarantees that the mathematical model of a dynamic system is ...
International audienceDefinitions of identifiability and methods for checking this property for line...
International audienceThis paper concerns the concept of set-membership identifiability introduced i...
International audienceIdentifiability is the property that a mathematical model must satisfy to guar...
We describe a novel method to establish a priori whether the parameters of a nonlinear dynamical sys...
International audienceThis paper presents a method for investigating, through an automatic procedure...
We describe a novel method to establish a priori whether the parameters of a nonlinear dynamical sys...
This paper deals with the problem of setmembership identification of nonlinear-in-the-parameters mod...
Parameter estimation is a vital component of model development. Making use of data, one aims to dete...
In the paper the problem of identifying nonlinear dynamic systems, described in nonlinear regression...
Structural identifiability analysis of nonlinear dynamic models requires symbolic manipulations, who...
Some a priori and a posterioriaspects of the identifiability problem for unidentifiable models are d...
This thesis contains three parts. In the first part, a set-membership identification algorithm is de...
The parameter identifiability problem of deterministic non-linear control systems is studied. Relati...
The task of mathematical modeling involves working with real world phenomena described via parametri...