Title :
Transportation bid analysis optimization with shipper input
Author :
Guo, Yunsong ; Lim, Andrew ; Zhu, Yi ; Rodrigues, Brian
Author_Institution :
Sch. of Comput., National Univ. of Singapore, Singapore
Abstract :
This paper extends carrier assignment models used in bid analysis for transportation procurement to incorporate shipper business considerations. These include restricting carrier numbers, favoring incumbents and performance considerations. We provide representative models and develop solutions for these which include the use of metaheuristics. Experimentation shows that our algorithms work well.
Keywords :
benchmark testing; computational complexity; genetic algorithms; procurement; transportation; NP-completeness; benchmarking; branch-and-bound algorithm; carrier assignment model; carrier assignment models; carrier service quality; metaheuristics; optimization; representative models; shipper business considerations; shipper input; shipping business; transportation bid analysis; transportation procurement; CADCAM; Centralized control; Computer aided manufacturing; Constraint optimization; Cost function; Linear programming; Organizing; Procurement; Road transportation; Supply chains;
Conference_Titel :
Tools with Artificial Intelligence, 2003. Proceedings. 15th IEEE International Conference on
Print_ISBN :
0-7695-2038-3
DOI :
10.1109/TAI.2003.1250203