Inverse-free distributed neurodynamic optimization algorithms for sparse reconstruction

Xin Han, Xing He, Mingliang Zhou, Tingwen Huang

Abstract: Highlights•Three distributed algorithms are proposed to solve the BP problem.•The proposed algorithms are all inverse-free and matrix decomposition-free.•The proposed algorithms enjoy global convergence.•The third algorithm proposed has finite-time consistency.•Simulation results show that the proposed algorithms have certain advantages.