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An Improved Artificial Chemical Reaction Optimization Algorithm for Job Scheduling Problem in Grid Computing Environments

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成果类型:
期刊论文
作者:
Pan, Guo;Xu, Yuming*;Ouyang, Aijia;Zheng, Guangyong
通讯作者:
Xu, Yuming
作者机构:
[Pan, Guo] Hunan Univ, Coll Informat Sci & Engn, Changsha 410082, Hunan, Peoples R China.
[Xu, Yuming; Zheng, Guangyong] Hengyang Normal Univ, Dept Comp Sci, Hengyang 421008, Hunan, Peoples R China.
[Ouyang, Aijia] Hunan City Univ, Sch Informat Sci & Engn, Yiyang 413000, Hunan, Peoples R China.
[Ouyang, Aijia] Hunan Sci & Technol Econ Trade Vocat Coll, Coll Comp, Hengyang 421001, Hunan, Peoples R China.
通讯机构:
[Xu, Yuming] H
Hengyang Normal Univ, Dept Comp Sci, Hengyang 421008, Hunan, Peoples R China.
语种:
英文
关键词:
Artificial Chemical Reaction Optimization;Job Scheduling;Makespan;NP-Hard Problem
期刊:
Journal of Computational and Theoretical Nanoscience
ISSN:
1546-1955
年:
2015
卷:
12
期:
7
页码:
1300-1310
基金类别:
Key Program of National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61133005]; National Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61070057, 90715029, 61370095]; Science and Technology Research Foundation of Hunan Province [2014GK3043, 2013GK3082]; Research Foundation of Education Bureau of Hunan Province, China [13C333]
机构署名:
本校为其他机构
院系归属:
信息与电子工程学院
摘要:
The non-deterministic polynomial-time-hard job scheduling problem can be regarded as the optimal assignment of a set of jobs to a set of computing nodes to minimize the completion time. Such problems can be efficiently addressed through a meta-heuristic optimization approach, such as the new artificial chemical reaction optimization method. This approach mimics a chemical reaction process in which reactants interact with one another to reach the minimum enthalpy (potential energy) state. Therefore, this study proposes a novel approach of artificial chemical reaction optimization for job schedu...

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