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 :
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