Tikhonov regularization of a second order dynamical system with Hessian driven damping

MATHEMATICAL PROGRAMMING(2020)

引用 30|浏览5
暂无评分
摘要
We investigate the asymptotic properties of the trajectories generated by a second-order dynamical system with Hessian driven damping and a Tikhonov regularization term in connection with the minimization of a smooth convex function in Hilbert spaces. We obtain fast convergence results for the function values along the trajectories. The Tikhonov regularization term enables the derivation of strong convergence results of the trajectory to the minimizer of the objective function of minimum norm.
更多
查看译文
关键词
Second order dynamical system, Convex optimization, Tikhonov regularization, Fast convergence methods, Hessian-driven damping
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要