DocumentCode
2451868
Title
Probabilistic Multi-Modeling by Quantum Calculus
Author
Svitek, Miroslav
Author_Institution
Fac. of Transp. Sci., Czech Tech. Univ., Prague
Volume
2
fYear
0
fDate
0-0 0
Firstpage
2786
Lastpage
2791
Abstract
The paper presents practical application of quantum calculus for multi-modeling. In the first part, the mathematical theory of probabilistic multi-models is presented. Based on the designed theory, the practical algorithm of switched low dimensional models is shown to approximate the high dimensional dynamics. Together with probabilistic multi-modeling the practical identification algorithm is given to estimate the weighting constants for optimal multi-models mixture. The results of theory are applicable in a lot of area of dynamic system modeling
Keywords
calculus; probability; quantum theory; dynamic system modeling; optimal multimodel mixture; probabilistic multimodeling; quantum calculus; switched low dimensional model; Algorithm design and analysis; Calculus; Context modeling; Equations; Fourier series; Large-scale systems; Mathematical model; Physics; Quantum mechanics; Random variables;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technologies, 2006. ICTTA '06. 2nd
Conference_Location
Damascus
Print_ISBN
0-7803-9521-2
Type
conf
DOI
10.1109/ICTTA.2006.1684853
Filename
1684853
Link To Document