Parallel kd-Tree Based Approach for Computing the Prediction Horizon Using Wolf’s Method
Joint Authors
Águila, J. J.
Artigao, M. M.
Miralles, J. J.
Arias, Enrique
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-11-03
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
In different fields of science and engineering, a model of a given underlying dynamical system can be obtained by means of measurement data records called time series.
This model becomes very important to understand the original system behaviour and to predict the future values of that system.
From the model, parameters such as the prediction horizon can be computed to obtain the point where the prediction becomes useless.
In this work, a new parallel kd-tree based approach for computing the prediction horizon is presented.
The parallel approach uses the maximal Lyapunov exponent, which is computed by Wolf’s method, as an estimator of the prediction horizon.
American Psychological Association (APA)
Águila, J. J.& Arias, Enrique& Artigao, M. M.& Miralles, J. J.. 2015. Parallel kd-Tree Based Approach for Computing the Prediction Horizon Using Wolf’s Method. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1074469
Modern Language Association (MLA)
Águila, J. J.…[et al.]. Parallel kd-Tree Based Approach for Computing the Prediction Horizon Using Wolf’s Method. Mathematical Problems in Engineering No. 2015 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1074469
American Medical Association (AMA)
Águila, J. J.& Arias, Enrique& Artigao, M. M.& Miralles, J. J.. Parallel kd-Tree Based Approach for Computing the Prediction Horizon Using Wolf’s Method. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1074469
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074469