화학공학소재연구정보센터
SIAM Journal on Control and Optimization, Vol.51, No.2, 1615-1638, 2013
FIRST-ORDER CONTINUOUS NEWTON-LIKE SYSTEMS FOR MONOTONE INCLUSIONS
In this paper, we propose and investigate nonautonomous first-order differential systems governed by monotone operators. They can be regarded as alternative formulations of second-order continuous Newton-like methods (with asymptotically vanishing hyperbolic regularization). Existence, uniqueness, and weak convergence results to equilibria are established in the setting of Hilbert spaces relative to any maximal monotone operator. Significant convergence rates are also obtained, while our systems involve only operator evaluation.