This manuscript investigates a new generalized F-contraction of Boyd-Wong type with respect to cone-b metric space. First, we prove a main theoretical result using this new contraction, then to support the theoretical findings, an illustration is also presented. In addition, an application is also provided for the solution of dynamic programming problems.