Title :
The robust optimization of the capacitated hub and spoke airline network design base on ant colony algorithms
Author :
Qin, Yi ; Zhu, Jin-Fu ; Zhang, Wei
Author_Institution :
Civil Aviation Soft-Sci. Instn., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
Abstract :
This paper discusses the capacitated hub and spoke airline network design problem. Against the uncertainty of cost and traffic, a mathematical model is established using robust optimization method. In view of the characteristic of robust solution as well as the question complexity, an ant colony algorithm with human study behavior (HACA) was put forward. Finally, the algorithm is tested by an example.
Keywords :
optimisation; transportation; travel industry; ant colony algorithm; capacitated hub airline network; human study behavior; mathematical model; robust optimization; spoke airline network design; Optimization; Robustness; HACA; hub-and-spoke; network design; robust optimization;
Conference_Titel :
Intelligent Computing and Integrated Systems (ICISS), 2010 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-6834-8
DOI :
10.1109/ICISS.2010.5655359