9,695 research outputs found
RBFNN-based Minimum Entropy Filtering for a Class of Stochastic Nonlinear Systems
The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link.This paper presents a novel minimum entropy filter design for a class of stochastic nonlinear systems which are subjected to non-Gaussian noises. Motivated by stochastic distribution control, an output entropy model is developed using RBF neural network while the parameters of the model can be identified by the collected data. Based upon the presented model, the filtering problem has been investigated while the system dynamics have been represented. As the model output is the entropy of the estimation error, the optimal nonlinear filter is obtained based on the Lyapunov design which makes the model output minimum. Moreover, the entropy assignment problem has been discussed as an extension of the presented approach. To verify the presented design procedure, a numerical example is given which illustrates the effectiveness of the presented algorithm. The contributions of this paper can be included as 1) an output entropy model is presented using neural network; 2) a nonlinear filter design algorithm is developed as the main result and 3) a solution of entropy assignment problem is obtained which is an extension of the presented framework
Online Education and Teaching Reform on Higher Education Development in China
Lifelong Education has changed the old view of the end of education, and promoted sustainable development of education, which is a strategic goal of social development. Lifelong education exhibit new features to further achieve educational equity with the technical support of MOOC/SPOC. In recent years, teaching reform of applied chemistry profession promoted by Department of higher education has gradually gone deeper, but there are still some problems and difficulties, such as contradictions among basic of specialized subject, teaching hours and teaching content, difficulties of lifting of the teaching content and improvement of teaching quality, which restrict teaching reform process. Teaching practice experience of SPOC in applied chemistry profession is simply introduced, proposing countermeasure for SPOC in college teaching applications designed to enhance the quality of teaching for reference
Semileptonic decays of meson to S-wave charmonium states in the perturbative QCD approach
Inspired by the recent measurement of the ratio of branching fractions
to and final states at the LHCb
detector, we study the semileptonic decays of meson to the S-wave ground
and radially excited 2S and 3S charmonium states with the perturbative QCD
approach. After evaluating the form factors for the transitions , where and denote pseudoscalar and vector S-wave charmonia,
respectively, we calculate the branching ratios for all these semileptonic
decays. The theoretical uncertainty of hadronic input parameters are reduced by
utilizing the light-cone wave function for meson. It is found that the
predicted branching ratios range from up to and could be
measured by the future LHCb experiment. Our prediction for the ratio of
branching fractions is in good
agreement with the data. For decays, the relative
contributions of the longitudinal and transverse polarization are discussed in
different momentum transfer squared regions. These predictions will be tested
on the ongoing and forthcoming experiments.Comment: 12 pages, 3 figures, 5 table
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