ADMMbased
ADMMbased refers to methods, algorithms, or frameworks that utilize the Alternating Direction Method of Multipliers (ADMM) for solving optimization problems. ADMM is an algorithmic approach designed to decompose complex problems into simpler subproblems, which can be solved iteratively, often leading to efficient solutions especially in distributed and large-scale settings.
Developed in the 1970s and gaining prominence in the 2010s, ADMM combines the benefits of dual decomposition
The term "ADMMbased" encompasses various algorithms, methods, or systems that leverage the principles of ADMM to
Researchers continue to develop ADMMbased techniques to enhance convergence speed, scalability, and applicability to non-convex problems.