Optimization for Coal Heavy Haul Transportation Assembly Scheme Problem Using Genetic Algorithm

DOI

10.2991/iccsee.2013.502How to use a DOI?

Keywords

Coal heavy haul transportation, Assembly scheme, Genetic algorithm,

Abstract

This paper presents a Coal Heavy Haul Transportation Assembly Scheme Problem (CHASP), in which the time consuming functions, assembly number constraints and assembly weight constraints etc are considered. The time consuming costs consist of residence time and disassembly time. The disassembly time functions are usually nonlinear functions of unit train departure directions. Then, a nonlinear 0-1 programming is formulated for the problem and solved by lingo mathematical solver. Considering the complexity of the problem, a kind of Genetic Algorithm is proposed to solve it. Extensive computational experiments are taken on randomly generated data, the detailed results are given and the genetic algorithm is shown to be efficient.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Xuesong Han
AU  - Zhenghong Gu
PY  - 2013/03
DA  - 2013/03
TI  - Optimization for Coal Heavy Haul Transportation Assembly Scheme Problem Using Genetic Algorithm
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 1995
EP  - 1998
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.502
DO  - 10.2991/iccsee.2013.502
ID  - Han2013/03
ER  -