Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 36, 2019 No. 10
2977-2981

Solving method for decision-makers configuration problem based on global update rule of ant colony algorithm

Chen Guanyu1,2
Sun Peng1,3a
Liao Mengchen4
Zhang Jieyong1
Wu Junsheng3b
1. College of Information & Navigation, Air Force Engineering University, Xi'an 710077, China
2. Unit of 95816 of PLA, Guangshui Hubei 432700, China
3. a. School of Computer Science, b. School of Software, Northwestern Polytechnical University, Xi'an 710072, China
4. Unit 95445 of PLA, Dali Yunnan 672100, China
DOI: 10.19734/j.issn.1001-3695.2018.03.0205

Abstract

To solve the problem of clustering of platform resources in C2 organization, this paper firstly defined each element in process of decision-making entity configuration, then defined the workload by two aspects as inside workload and outside workload. It took the root mean square(RMS) of workload as the objective function to establish the decision-making entity configuration model, and took the platform scheduling scheme as the input information, and applied ant colony algorithm based on global updating rule to solve this problem. Finally, this paper verified and analyzed the method by simulation example. Results show that this method obtains a greater clustering scheme, and it has advantages over traditional methods in terms of clustering results and convergence speed.

Foundation Support

国家自然科学基金资助项目
装备预研国防科技重点实验室基金资助项目
陕西省自然科学基金资助项目

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.03.0205
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 10
Section: Algorithm Research & Explore
Pages: 2977-2981
Serial Number: 1001-3695(2019)10-022-2977-05

Publish History

[2019-10-05] Printed Article

Cite This Article

陈冠宇, 孙鹏, 廖梦琛, 等. 基于全局更新规则蚁群优化的决策实体配置问题求解方法 [J]. 计算机应用研究, 2019, 36 (10): 2977-2981. (Chen Guanyu, Sun Peng, Liao Mengchen, et al. Solving method for decision-makers configuration problem based on global update rule of ant colony algorithm [J]. Application Research of Computers, 2019, 36 (10): 2977-2981. )

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  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

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