Knowledge-based economies are increasingly built on data-driven intelligence rather than traditional capital or labor alone.

Conventional quantum algorithms are not feasible for solving combinatorial optimization problems (COPs) with constraints in the operation time of quantum computers. To address this issue, researchers ...