In this paper, a new self-adaptive step size algorithm to approximate the solution of split minimization problem and fixed point nonexpansive mappings was constructed, which combined proximal modified Mann’s iterative method with inertial extrapolation. The strong convergence theorem provided in framework Hilbert spaces then proven under some suitable conditions. Our result improved related res...