More information: Xiaomeng Sui et al, Non-convex optimization for inverse problem solving in computer-generated holography, Light: Science & Applications (2024). DOI: 10.1038/s41377-024-01446-w ...

In this note, we extend the algorithms Extra [13] and subgradient-push [10] to a new algorithm ExtraPush for consensus optimization with convex differentiable objective functions over a directed ...

IEEE Transactions on Signal Processing (2023). [2] A Generalized Projection-Based Scheme for Solving Convex Constrained Optimization Problems. Computational Optimization and Applications (2018).

IEMS 458: Convex Optimization VIEW ALL COURSE TIMES AND SESSIONS Prerequisites 450-2 is recommended but not required Description The course will take an in-depth look at the main concepts and ...

Alternating linear schemes (ALS), with the alternating least squares algorithm a notable special case, provide one of the simplest and most popular choices for the treatment of optimization tasks by ...