Prof. Dr. Huiling Chen
Wenzhou University, Wenzhou, Zhejiang, China
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Academic Career Length
17Years (2010-Present)
(Calculated once Scilit publication data is synced: current year − year of first publication + 1)
Representative Publications
View All Publications1 August 2019 in Future Generation Computer Systems
Journal Article
Ali Asghar Heidari
Seyedali MirjaliliHFHossam Faris
Hossam Faris
Ibrahim AljarahMMMajdi Mafarja
Majdi Mafarja
Huiling Chen1 October 2020 in Future Generation Computer Systems
Journal Article
SLShimin Li
Shimin LiHuiling Chen
Mingjing WangAli Asghar HeidariSeyedali Mirjalili1 May 2021 in Journal of Bionic Engineering
Journal Article
This paper proposes a new stochastic optimizer called the Colony Predation Algorithm (CPA) based on the corporate predation of animals in nature. CPA utilizes a mathematical mapping following the strategies used by animal hunting groups, such as dispersing prey, encircling prey, supporting the most likely successful hunter, and seeking another target. Moreover, the proposed CPA introduces new features of a unique mathematical model that uses a success rate to adjust the strategy and simulate hunting animals’ selective abandonment behavior. This paper also presents a new way to deal with cross-border situations, whereby the optimal position value of a cross-border situation replaces the cross-border value to improve the algorithm’s exploitation ability. The proposed CPA was compared with state-of-the-art metaheuristics on a comprehensive set of benchmark functions for performance verification and on five classical engineering design problems to evaluate the algorithm’s efficacy in optimizing engineering problems. The results show that the proposed algorithm exhibits competitive, superior performance in different search landscapes over the other algorithms. Moreover, the source code of the CPA will be publicly available after publication.
1 March 2016 in Knowledge-Based Systems
Journal Article
LSLiming Shen
Liming Shen
Huiling ChenZYZhe Yu
Zhe Yu
WKWenchang Kang
Wenchang Kang
BZBingyu Zhang
Bingyu Zhang
DLDayou Liu
Dayou Liu
+2
24 February 2024 in Computers in Biology and Medicine
Journal Article
JLJunbo Lian
Junbo LianGHGuohua Hui
Guohua HuiLMLing Ma
Ling MaTZTing Zhu
Ting Zhu
XWXincan Wu
Xincan Wu
Huiling Chen +2
5 March 2022 in Computers in Biology and Medicine
Journal Article
YCYizhou Chen
Yizhou ChenXYXu-Hua Yang
Xu-Hua YangZWZihan Wei
Zihan WeiAli Asghar HeidariNZNenggan Zheng
Nenggan ZhengQGQiu Guan
Qiu Guan +4
About Me
Huiling Chen is currently an associate professor in the college of computer science and artificial intelligence at Wenzhou University, China. He received his Ph.D. degree at the department of computer science and technology at Jilin University, China. His present research interests center on evolutionary computation, machine learning, data mining, and their applications to medical diagnosis, bankruptcy prediction, and parameter extraction of the solar cell. With more than 15000 citations and an H-index of 69, he is ranked worldwide among top scientists for Computer Science & Electronics prepared by Guide2Research, the best portal for computer science research (https://guide2research.com/u/huiling-chen). He is currently serving as the editorial board member of Computers in Biology and Medicine, Scientific Reports, IEEE ACCESS, Computational and Mathematical Methods in Medicine. He is also a reviewer for many journals such as Applied Soft Computing, Artificial Intelligence in Medicine, Knowledge-based Systems and Future Generation Computer Systems. He has published more than 200 papers in international journals and conference proceedings, including Information Sciences, Pattern Recognition, Future Generation Computer System, Expert Systems with Applications, Knowledge-based Systems, Neurocomputing, PAKDD, and others. He has more than 10 ESI highly cited papers and two hot cited papers.