Complex optimization problems have long tested traditional computation strategies, demanding innovative solutions to meet increasing needs. Quantum technologies are stepping forward as powerful instruments in resolving these computational bottlenecks. The integration of these advanced approaches is reshaping the way industries approach their toughe