A new algorithm is introduced, the dynamic quantum variational ansatz (DQVA), that dynamically adapts to ensure the utmost utilization of a set allocation of quantum means and will be generalized to other connected constrained combinatorial optimization complications. The filtering variational quantum eigensolver is introduced which utilizes filte