In this paper, we are interested in solving the minimization problem and common fixed point problem of a finite family consisting of total asymptotically non-expansive mappings in Hadamard spaces. For finding common solutions to their problems, we introduce a new modified proximal point algorithm with perturbation involving the convex combination technique. Under suitable conditions, Δ-convergence and strong convergence theorems are proved. Finally, we give some examples of numerical.