The proposed methodology is based on the analytic network process and turbo particle swarm optimization (TPSO),
to evaluate partners and to determine an optimal supply chain network pattern and production–distribution mode. Finally, to demonstrate the performance of the proposed TPSO algorithm, comparative numerical experiments are performed by TPSO, particle swarm optimization (PSO)and genetic algorithm (GA).