Title :
Location of logistics distribution center with grey demand and grey production capacity based on hybrid PSO
Author :
Zhang Qishan ; Hong, Liu
Author_Institution :
Sch. of Manage., Fuzhou Univ., Fuzhou, China
Abstract :
The location of logistics distribution center contains various types of grey information, which can help improve usefulness of the logistics location. In this paper, grey demand and grey production capacity in logistics chain have been discussed, and a optimization model of location with grey demand and grey production capacity is proposed. The model is NP-hard, then a hybrid particle swarm optimization based on grey chance-constrained programming is proposed for it. The example results show that the model and the algorithm can solve the problem of location of logistics distribution center with grey demand and grey production capacity.
Keywords :
computational complexity; distribution strategy; grey systems; logistics; particle swarm optimisation; NP-hard problem; grey chance constrained programming; grey demand; grey information; grey production capacity; hybrid PSO; hybrid particle swarm optimization; logistics distribution; logistics distribution center; particle swarm optimisation; Production facilities; Grey Chance-Constrained Programming; Grey Programming Model; Hybrid Particle Swarm Optimization; Location of Logistics Distribution;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5642207