Quantum advancements are swiftly becoming vital tools for addressing some of the challenging computational problems across diverse industries and research domains. The growth of cutting-edge quantum processors opened up novel possibilities for overcoming optimization tasks that previously were thought insurmountable. This innovation shift marks an