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Improved Discrete Artificial Bee Colony Algorithm

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成果类型:
期刊论文、会议论文
作者:
Wanying Liang;Shuo Liu;Kang Zhou;Shiji Fan;Xuechun Shang;...
通讯作者:
Liang, W.
作者机构:
[Fan S.; Liu S.; Zhou K.; Shang X.; Liang W.; Yang Y.] School of Math and Computer, Wuhan Polytechnic University, Wuhan, Hubei 430023, China
通讯机构:
[Liang, W.] S
School of Math and Computer, China
语种:
英文
关键词:
Discrete artificial bee colony algorithm;Grain transportation;Multi-objective;Search domain
期刊:
Communications in Computer and Information Science
ISSN:
1865-0929
年:
2020
卷:
1159
页码:
581-597
会议名称:
14th International Conference on Bio-inspired Computing: Theories and Applications, BIC-TA 2019
会议论文集名称:
Bio-inspired Computing: Theories and Applications
会议时间:
22 November 2019 through 25 November 2019
主编:
Linqiang Pan<&wdkj&>Jing Liang<&wdkj&>Boyang Qu
出版者:
Springer, Singapore
ISBN:
978-981-15-3424-9
基金类别:
Acknowledgments. The work was supported by National Natural Science Foundation of China (Grant No. 61179032 and 61303116), the Special Scientific Research Fund of Food Public Welfare Profession of China (Grant No. 2015130043), the Research and Practice Project of Graduate Education Teaching Reform of Polytechnic University (YZ2015002), the Scientific research project of Wuhan Polytechnic University (2019), Key Project of Philosophy and Social Science Research Project of Hubei Provincial Department of Education in 2019(19D59), Science and Technology Research Project of Hubei Provincial Department of Education (D20191604).
机构署名:
本校为第一机构
院系归属:
数学与计算机学院
摘要:
Grain is an important economic and strategic material of the country. In grain transportation, it is necessary to consider the running time, vehicle number, path length and other factors at the same time, which is a typical multi-objective problem, but also a NP-Hard problem. In this paper, an Artificial Bee Colony algorithm is introduced to solve the routing problem of grain transportation vehicles with multi-objective and time windows. Combined with the practical problems of grain transportation, the standard Artificial Bee Colony algorithm i...

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