Multi-way metamodelling facilitates insight into the complex input-output maps of nonlinear dynamic models
نویسندگان
چکیده
منابع مشابه
Multi-Input and Multi-Output Nonlinear Systems: Interconnected Chua's Circuits
In this paper, a class of MIMO nonlinear systems are studied. Some frequency domain conditions are established for the property of dichotomy. These kinds of systems can also be viewed as a class of interconnected systems composed of SISO systems through some linear and nonlinear interconnections. A class of nonlinear input and output interconnections are presented. The corresponding condition f...
متن کاملGenetic Programming for the Identification of Nonlinear Input-Output Models
Linear-in-parameters models are quite widespread in process engineering, e.g. NAARX, polynomial ARMA models, etc. This paper proposes a new method for structure selection of these models. The method uses Genetic Programming (GP) to generate nonlinear input-output models of dynamical systems that are represented in a tree structure. The main idea of the paper is to apply Orthogonal Least Squares...
متن کاملInput-output decoupling of nonlinear systems by dynamic measurement feedback
Sufficient conditions are given for the solvability of the input/output (I/O) decoupling problem via dynamic measurement feedback. They display a new structure of the system.
متن کاملMinimality of dynamic input-output decoupling for nonlinear systems
In this note we study the strong dynamic input-output decoupling problem for nonlinear systems. Using an algebraic theory for nonlinear control systems, we obtain for a dynamic input-output decouplable nonlinear system a compensator of minimal dimension that solves the decoupling problem. AMS Subject Classifications: 93C10, 93B50, 93C35.
متن کاملOutput-input stability of nonlinear systems and input/output operators
The notion of output-input stability, recently proposed in [2], represents a variant of the minimum-phase property for general smooth nonlinear control systems. In the spirit of the input-to-state stability (ISS) philosophy, the definition of output-input stability requires the state and the input of the system to be bounded by a suitable function of the output and derivatives of the output, mo...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: BMC Systems Biology
سال: 2012
ISSN: 1752-0509
DOI: 10.1186/1752-0509-6-88