Multicast Routing Problem with QoS Constraints is an NP-Complete Problem

The multicast routing problem with QoS (Quality of Service) constraints is classified as NP-complete. The genetic simulated annealing algorithm, which integrates genetic algorithms and simulated annealing algorithms, provides a viable solution approach for this class of problems. This hybrid method combines evolutionary operations with temperature-controlled search mechanisms to efficiently navigate complex solution spaces.