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For this analysis we used a 4 × 3 matrix and the default settings of the software (random vectors method of initialization, bubble neighborhood definition, αi = 0.1, σi = 5, αf = 0.005, σf = 0.5).
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Vapnik, V., Golowich, S. E. & Smola, A. Support vector method for function approximation, regression estimation, and signal processing.
[Joachims/05a] T. Joachims, A Support Vector Method for Multivariate Performance Measures, Proceedings of the International Conference on Machine Learning (ICML), 2005.
Additionally, investigations involve the use of Jensen's correlated vector method and sophisticated research designs.
As a result, the proposed approach is called an "error force vector method".
[Yue/etal/07a] Yisong Yue, T. Finley, F. Radlinski, T. Joachims, A Support Vector Method for Optimizing Average Precision, Proceedings of the Conference on Research and Development in Information Retrieval (SIGIR), 2007.
In this paper authors consider a specific type of response surface, based on the Support Vector Method (SVM).
The geometric characteristics of relative motion can be easily described using the relative eccentricity/inclination vector method.
In this work the normal vector method is extended to the simultaneous treatment of parametric uncertainty and disturbances.
Adjoint vector method is applied to save the computational time for the problem involving large amount of random variables.
Moreover, by utilizing an auxiliary integrated regressor matrix and vector method, the system uncertainties can be accurately estimated.
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