Title :
Vehicle routing problem based model and ant colony optimization algorithm for group charge problem of ingot casting
Author :
Hui, Huang ; Nai-wei, Tu ; Tian-mu, Ma ; Bing-lin, Zheng ; Tian-you, Chai
Author_Institution :
Key Lab. of Process Ind. Autom., Minist. of Educ., Shenyang, China
Abstract :
Group charge problem of ingot casting is one of iron & steel production planning and scheduling problems. Compares with the steel-making - continuous casting´s group charge problem, the ingot casting´s group charge problem has the difference in the process constraint and planning rules. On the basis of analyzing the difference between group charge problem of ingot casting and group charge problem of steelmaking, VRP model for group charge problem of ingot casting is established in consideration of technological regulation and process constraint. Aiming at characteristic of model, ant colony optimization (ACO) algorithm is proposed for solving the model. The experimental result using practical production data shows the proposed model and algorithm are effective and feasible.
Keywords :
casting; optimisation; production planning; scheduling; transportation; ant colony optimization algorithm; group charge problem; ingot casting; iron production planning; iron scheduling; steel production planning; steel scheduling; vehicle routing problem based model; Ant colony optimization; Automation; Casting; Educational products; Iron; Laboratories; Optimization methods; Routing; Steel; Vehicles; ant colony optimization algorithm; charge plan; ingot casting; vehicle routing problem;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5194979