Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms

Amir Beck, Yonina C. Eldar

This paper treats the problem of minimizing a general continuously differentiable function subject to sparsity constraints. We present and analyze several different optimality crit…