- Operator Splitting Performance Estimation: Tight contraction factors and\n optimal parameter selection
2018/12/01 by Ernest K. Ryu, Ryu, Ernest K., Adrien Taylor +6 · 10 citations
Computer Science · Mathematics · #47H05 47H09 68Q25 90C22 90C25 90C30 90C60 #Advanced Optimization Algorithms Research #Algorithm #Applied mathematics #Artificial intelligence #Computer science #Contraction (grammar) #FOS: Mathematics #Formal Methods in Verification #Logic, programming, and type systems #Mathematical optimization #Mathematical proof #Mathematics #Operator (biology) #Operator splitting #Optimization and Control (math.OC) #Selection (genetic algorithm) #Semidefinite programming #math.OC #msc:47H05 #msc:47H09 #msc:68Q25 #msc:90C22 #msc:90C25 #msc:90C30 #msc:90C60
- A Forward-Backward Splitting Method for Monotone Inclusions Without Cocoercivity
2018/08/13 by Yura Malitsky, Matthew K. Tam, Malitsky, Yura +1 · 20 citations
Computer Science · Mathematics · #47H05 #47J20 #49M2 #65K15 #90C25 #Applied mathematics #FOS: Mathematics #Geometry #Inertia #Mathematical analysis #Mathematical optimization #Mathematics #Matrix Theory and Algorithms #Monotone polygon #Monotonic function #Numerical methods in inverse problems #Operator (biology) #Operator splitting #Optimization and Control (math.OC) #Optimization and Variational Analysis #Physics #Relaxation (psychology) #Simple (philosophy) #Zero (linguistics) #math.OC #msc:47H05 #msc:47J20 #msc:49M2 #msc:65K15 #msc:90C25
- Splitting Algorithms for the Sum of Two Nonlinear Operators
1979/12/01 by Pierre‐Louis Lions, P. L. Lions, B. Mercier +1 · 251 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Aerospace Engineering and Control Systems #Algorithm #Applied mathematics #Computation #Convergence (economics) #Linear operators #Mathematical analysis #Mathematical optimization #Mathematics #Minification #Monotone polygon #Nonlinear system #Operator splitting #Optimization and Variational Analysis