DocumentCode
550457
Title
Coordination optimization for train sorting and classifying operation and placing-in and taking-out operation in metallurgical industry´s railway transportation
Author
Lei Youcheng ; Xiao Yuan ; Wang Yalin ; Gui Weihua
Author_Institution
Sch. of Inf. Sci. & Eng., Central South Univ., Changsha, China
fYear
2011
fDate
22-24 July 2011
Firstpage
2099
Lastpage
2104
Abstract
Train sorting and classifying operation and placing-in and taking-out operation in metallurgical industry are the key sections in operation scheduling of railway transportation. Determining the proper sorting scheme and coordinating with the placing-in and taking-out operation can reduce the time that the train stays in the factory, and can save the cost of the factory. This paper firstly defines the specific “full axis” condition according to the distinguishing feature of enterprise railway, and builds a mathematical model based on optimization of train sorting schemes. Secondly, the present optimization model of radial placing-in and taking-out operation was improved, a mathematical model is built to make train sorting and classifying operation and placing-in and taking-out operation global optimal. Finally, a hybrid elite ant colony algorithm based on genetic algorithm was designed which harmonized genetic algorithm and ant colony optimization for global optimization model. By the proposed algorithm, global optimal train sorting and classifying scheme and placing-in scheme could be obtained after choosing the optimal taking-out schemes. An example proves accuracy of the model and efficiency of the algorithm.
Keywords
genetic algorithms; materials handling; metallurgical industries; railway rolling stock; scheduling; ant colony optimization; coordination optimization; genetic algorithm; hybrid elite ant colony algorithm; metallurgical industry; operation scheduling; placing-in operation; railway transportation; taking-out operation; train classifying operation; train sorting operation; Algorithm design and analysis; Classification algorithms; Electronic mail; Genetic algorithms; Mathematical model; Optimization; Sorting; Coordination Optimization; Hybrid Elite Ant Colony Algorithm based on Genetic Algorithm; Placing-in and Taking-out Operation; Train Sorting and Classifying Operation;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2011 30th Chinese
Conference_Location
Yantai
ISSN
1934-1768
Print_ISBN
978-1-4577-0677-6
Electronic_ISBN
1934-1768
Type
conf
Filename
6000795
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