Creator:

Höskuldsson, Agnar

Contributor:

Skliar, Mikhail - red. ; Ramirez, W. Fred - red.

Title:

The Heisenberg modelling procedure and applications to process control

Subtitle:

Data Processing and Process Control

Group publication title:

AMCS, volume 8 (1998)

Subject and Keywords:

sterowanie ; sterowanie-teoria ; sztuczna inteligencja ; matematyka stosowana ; informatyka

Abstract:

The Heisenberg modelling procedure is presented. The underlying idea is to define the "basic modelling" units that describe the modelling task. The associated algorithm gives a simultaneous expansion of the data matrix X and its generalised inverse X+. The procedure is applied to linear regression, time series analysis, Kalman filtering and nonlinear modelling. Some applications to Statistical Process Control (SPC) are described. Applications of the Heisenberg modelling procedure give new algorithms in different fields. The advantage of the procedure is that it gives stable estimates of parameters.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

1998

Resource Type:

artykuł

Pages:

755-773

Source:

AMCS, volume 8, number 4 (1998) ; click here to follow the link

Language:

eng

License CC BY 4.0:

click here to follow the link

Rights:

Biblioteka Uniwersytetu Zielonogórskiego