SIAM Journal on Control and Optimization, Vol.58, No.2, 1118-1120, 2020
THE DOUGLAS-RACHFORD ALGORITHM CONVERGES ONLY WEAKLY
We show that the weak convergence of the Douglas-Rachford algorithm for finding a zero of the sum of two maximally monotone operators cannot be improved to strong convergence. Likewise, we show that strong convergence can fail for the method of partial inverses.
Keywords:Douglas-Rachford algorithm;method of partial inverses;monotone operator;operator splitting;strong convergence