Operator Splitting Performance Estimation: Tight contraction factors and optimal parameter selection

Ernest K. Ryu, Adrien B. Taylor, Carolina Bergeling +1

We propose a methodology for studying the performance of common splitting methods through semidefinite programming. We prove tightness of the methodology and demonstrate its value…