The gradient type of methods has been a competitive choice in solving large scale problems arising from various applications such as machine learning. However, there is still space to accelerate the gradient methods. ...
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We define a unified trace form τ on the cyclotomic Hecke algebras Hn,K of type A, which generalize both Malle-Mathas’ trace form on the non-degenerate version (with Hecke parameter ξ 6= 1) and Brundan-Kleshchev’s ...
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This paper studies the seminormal bases {fst}, {fst}, and the dual seminormal bases {gst}, {gst} of the non-degenerate and the degenerate cyclotomic Hecke algebras H,nof type G(, 1, n). We present some explicit formul...
By using the composition method, we establish the e-positivity of spider graphs of the form S(4m + 2, 2m, 1), which was conjectured by Aliniaeifard, Wang and van Willigenburg. We expand chromatic symmetric functions i...
In this note, we show the existence of a special solution u to defocusing cubic NLS in 3d, which lives in Hs for all s > 0, but scatters to a linear solution in a very slow way. We prove for this u, for all ǫ > ...
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Although switching-based stabilization of 1D parabolic systems was investigated by employing one actuator moving in spatial domain in our recent paper [18], this method increases the system cost since actuator and sen...
Although switching-based stabilization of 1D parabolic systems was investigated by employing one actuator moving in spatial domain in our recent paper [18], this method increases the system cost since actuator and sensor switching happens at fixed time regardless of whether the switching is necessary or not. To further reduce operating and production cost, in the present paper, switching-based dynamic event-triggered control law is studied to stabilize the parabolic PDE systems via output-dependent switching law. Constructive exponential stability conditions are established by using Lyapunov method. A numerical example shows the effectiveness of the proposed methods.
Along with his confirmation of the e-positivity of all cycle-chord graphs θab1, the third author conjectured the e-positivity of all theta graphs θabc. In this paper, we establish the e-positivity of all clock grap...
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Adversarial perturbations have drawn great attentions in various machine learning models. In this paper, we investigate the sample adversarial perturbations for nonlinear support vector machines (SVMs). Due to the imp...
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The present paper constructs a finite-dimensional observer subject to boundary measurement for a cascaded heat-heat system with different reaction coefficients. The observer design is proposed via the modal decomposit...
The present paper constructs a finite-dimensional observer subject to boundary measurement for a cascaded heat-heat system with different reaction coefficients. The observer design is proposed via the modal decomposition approach. Based on Lyapunov method, the observer exponential convergence is formulated. Numerical simulation illustrates the performance of observer.
Smart grids must safeguard their critical infrastructures against both physical and cyber attacks. Therefore, real-time operation and cybersecurity are two fundamental requirements for smart grid systems. AMI (Advance...
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