TY - GEN
T1 - Artificial bee colony algorithm for two-dimensional loading capacitated vehicle routing problem
AU - Bin, Wu
AU - Hong, Cai
AU - Cui, Zhi Yong
PY - 2013
Y1 - 2013
N2 - The artificial bee colony algorithm (ABC) with three loading heuristics for the two-dimensional loading capacitated vehicle routing problem (2L-CVRP) is presented in the paper. The 2L-CVRP is a combination of two well-known NP-hard problems, the capacitated vehicle routing problem, and the two-dimensional bin packing problem. It is very difficult to get a good performance solution in practice for these problems. The problem is solved by different heuristics for the loading part, and by artificial bee colony algorithm for the overall optimization. To solve the representation problem of the solution, a novel real encoding is presented to represent the solution for ABC. The effectiveness of the proposed algorithm is tested, and proven by extensive computational experiments on benchmark instances.
AB - The artificial bee colony algorithm (ABC) with three loading heuristics for the two-dimensional loading capacitated vehicle routing problem (2L-CVRP) is presented in the paper. The 2L-CVRP is a combination of two well-known NP-hard problems, the capacitated vehicle routing problem, and the two-dimensional bin packing problem. It is very difficult to get a good performance solution in practice for these problems. The problem is solved by different heuristics for the loading part, and by artificial bee colony algorithm for the overall optimization. To solve the representation problem of the solution, a novel real encoding is presented to represent the solution for ABC. The effectiveness of the proposed algorithm is tested, and proven by extensive computational experiments on benchmark instances.
KW - 2L-CVRP
KW - artificial bee colony algorithm
KW - bin packing problem
KW - vehicle routing problem
UR - http://www.scopus.com/inward/record.url?scp=84884310830&partnerID=8YFLogxK
U2 - 10.1109/ICMSE.2013.6586313
DO - 10.1109/ICMSE.2013.6586313
M3 - 会议稿件
AN - SCOPUS:84884310830
SN - 9781479904716
T3 - International Conference on Management Science and Engineering - Annual Conference Proceedings
SP - 406
EP - 412
BT - 2013 International Conference on Management Science and Engineering, ICMSE 2013 - 20th Annual Conference Proceedings
T2 - 2013 20th International Conference on Management Science and Engineering, ICMSE 2013
Y2 - 17 July 2013 through 19 July 2013
ER -