DocumentCode
2246913
Title
Optimization of logistics distribution routing problem based on improved ant colony algorithm
Author
Han, Na ; Ji, Xiang-Jun
Author_Institution
Sch. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Volume
5
fYear
2010
fDate
11-14 July 2010
Firstpage
2261
Lastpage
2265
Abstract
The optimization of logistics distribution routing, which played an important role in the logistics distribution system, needed to be solved by a fast and effective algorithm. Based on analyzing the optimization question of logistics distribution routing and the basic model of ant colony algorithm the paper improved many aspects of the ant colony algorithm to optimize the searching ability and speed up the convergence rate. Satisfied computational results on given problems were reported, which showed that the improved ant colony algorithm was useful and effective.
Keywords
goods distribution; logistics; optimisation; ant colony algorithm; logistics distribution routing problem; optimization; searching ability; Algorithm design and analysis; Heuristic algorithms; Logistics; Machine learning; Optimization; Routing; Vehicles; Ant colony algorithm; Logistics distribution; Routing optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-6526-2
Type
conf
DOI
10.1109/ICMLC.2010.5580646
Filename
5580646
Link To Document