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A cuckoo search algorithm with scale-free population topology

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成果类型:
期刊论文
作者:
Tang, Cheng;Song, Shuangbao;Ji, Junkai*;Tang, Yajiao;Tang, Zheng;...
通讯作者:
Ji, Junkai
作者机构:
[Tang, Cheng; Tang, Zheng] Univ Toyama, Fac Engn, Toyama 9308555, Japan.
[Song, Shuangbao] Changzhou Univ, Aliyun Sch Big Data, Changzhou 213164, Jiangsu, Peoples R China.
[Ji, Junkai] Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China.
[Tang, Yajiao] Cent South Univ Forestry & Technol, Coll Econ, Changsha 410004, Peoples R China.
[Todo, Yuki] Kanazawa Univ, Fac Elect & Comp Engn, Kanazawa, Ishikawa 9201192, Japan.
通讯机构:
[Ji, Junkai] S
Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China.
语种:
英文
关键词:
Cuckoo search;Evolutionary computations;Optimization;Population topology;Scale-free network
期刊:
Expert Systems with Applications
ISSN:
0957-4174
年:
2022
卷:
188
页码:
116049
基金类别:
Guangdong Basic and Applied Basic Research Fund Project [2019A1515111139]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [62106151]; Guangdong "Pearl River Talent Recruitment Program" [2019ZT08X603]; Shenzhen Science and Technology Innovation Commission [R2020A045]; Japan Society for the Promotion of Science JSPS KAKENHIMinistry of Education, Culture, Sports, Science and Technology, Japan (MEXT)Japan Society for the Promotion of ScienceGrants-in-Aid for Scientific Research (KAKENHI) [JP19K12136]; Otsuka Toshimi Scholarship FoundationOtsuka Pharmaceutical
机构署名:
本校为其他机构
院系归属:
经济学院
摘要:
The scale-free network is an important type of complex network. The node degrees in a scale-free network follow the power-law distribution. In the skeleton of a scale-free network, there exists a few nodes which own huge neighborhood size and play an important role in information transmission of the entire network, while most of the network nodes have few connections whose influences of information exchange are limited to a relatively low level. In this paper, we introduce a scale-free population topology into the cuckoo search (CS) algorithm t...

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