Let $k\geq2$ be a positive integer and
$P={\rm e}^{\frac{2}{k}\pi J}$, where J =\left(
\begin{array}{cc}
0 & -I_n \\
I_n & 0 \\
\end{array}
\right)
is the standard symplectic matrix. In this paper we prove that for any $P$-cyclic symmetric compact star-shaped hypersurface $\Sigma$ in $\mathbb{R}^{2n}$ with $n\geq 2$, there exists at least one $P$-cyclic symmetric closed characteristic on $\Sigma$, and moreover, give a sufficient condition on the star-shaped hypersurface for the existence of $n$ geometrically distinct $P$-cyclic symmetric closed characteristics.
In this paper a SIR model for the parallel propagation of two new coronaviruses with time delay is studied. Firstly, the existence and uniqueness of the global positive solution of the system is proved. Secondly, the sufficient conditions for persistence and extinction of the new coronavirus and the variant new coronavirus are obtained by constructing a appropriate Lyapunov function. Finally, the relevant conclusions are verified by numerical simulations.
For improving the application performance of Logistic regression models on classification problems, this paper develops a double adaptive elastic net by combining the adaptive Lasso and adaptive Ridge. The double adaptive elastic net has both the oracle property and the adaptive grouping effect, which ensures that it can effectively estimate parameters and accurately select important variables under certain assumed premises and consequently, makes the established Logistic regression model simple and precise. Simulation and case analysis show that the double adaptive elastic net is suitable for medium or high correlation cases with adaptive grouping effect, and its performance of improving Logistic regression is equal to or better than that of the elastic net and other partial improvement methods.