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An iterated local search algorithm for the University Course Timetabling Problem

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成果类型:
期刊论文
作者:
Song, Ting;Liu, Sanya;Tang, Xiangyang;Peng, Xicheng;Chen, Mao*陈矛
通讯作者:
Chen, Mao(陈矛
作者机构:
[Chen, Mao; Peng, Xicheng; Tang, Xiangyang; Song, Ting; Liu, Sanya] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Hubei, Peoples R China.
通讯机构:
[Chen, Mao] C
Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Hubei, Peoples R China.
语种:
英文
关键词:
Course timetabling;Iterated local search;Simulated annealing
期刊:
Applied Soft Computing
ISSN:
1568-4946
年:
2018
卷:
68
页码:
597-608
基金类别:
This work is supported by The National Key Research and Development Program of China (Grant No. 2017YFB1401302 ), National Natural Science Foundation of China (Grant No. 60903023 ), Self-determined Research Funds of CCNU from the colleges’ basic research and operation of MOE (Grant No. CCNU15A02006 ) and 12th Five-Year Science and Technology Support Program of China (Grant No. 2015BAK07B03 ).
机构署名:
本校为第一且通讯机构
院系归属:
国家数字化学习工程技术研究中心
摘要:
In this paper, an iterated local search algorithm is proposed to find the feasible solution for the University Course Timetabling Problem. Three key phases are involved in the proposed algorithm framework: initialization, intensification and diversification. Once a partial-feasible initial timetable is constructed, a simulated annealing based local search and a diversification procedure that brings moderate perturbation or even improvement to the current solution are performed in an iterative manner until a stop condition is met. The proposed a...

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