Special Issue: Application of Soft Computing

Guest Editor

Dr. Miin-Shen Yang
Department of Applied Mathematics, Chung Yuan Christian University, Chung-Li, Taoyuan 32023, Taiwan
Email: msyang@math.cycu.edu.tw

Manuscript Topics

Mathematical bioscience and engineering widely cover these researches in mathematical computation for modeling, bioscience, medicine, and engineering. These are more and more important in real applications for computational techniques. Soft computing is a collection of computational methodologies for dealing uncertainty, imprecision, robustness and intelligence. These are nonconventional methods which can provide solutions to complicated systems with a variety of computing paradigms, such as fuzzy, neural, evolutionary, and intelligent computing. This special issue focuses on soft computing techniques applied in mathematical bioscience and engineering. We invite researchers to contribute original research articles as well as review articles to this special issue.


The areas of interest include, but are not limited, to applications of soft computing to:


• Mathematical Modeling
• Bio-Inspired Systems
• Bioinformatics
• Medicine
• Intelligent Systems
• Engineering Systems


Instructions for authors
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Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 30 June 2021

Published Papers(15)

Research article
Spatial co-location pattern mining based on the improved density peak clustering and the fuzzy neighbor relationship
Meijiao Wang Yu chen Yunyun Wu Libo He
2021, Volume 18, Issue 6: 8223-8244. doi: 10.3934/mbe.2021408
Abstract HTML PDF Cited (4) Viewed (3032)
Research article
Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
Mehrdad Ahmadi Kamarposhti Ilhami Colak Kei Eguchi
2021, Volume 18, Issue 6: 7402-7418. doi: 10.3934/mbe.2021366
Abstract HTML PDF Cited (5) Viewed (3429)
Research article
An improved hybrid Aquila Optimizer and Harris Hawks Optimization for global optimization
Shuang Wang Heming Jia Qingxin Liu Rong Zheng
2021, Volume 18, Issue 6: 7076-7109. doi: 10.3934/mbe.2021352
Abstract HTML PDF Cited (37) Viewed (5121)
Research article
CWCA: Complex-valued encoding water cycle algorithm
Guo Zhou Yongquan Zhou Zhonghua Tang Qifang Luo
2021, Volume 18, Issue 5: 5836-5864. doi: 10.3934/mbe.2021294
Abstract HTML PDF Cited (3) Viewed (3286)
Research article
Adaptive harmony search algorithm utilizing differential evolution and opposition-based learning
Di-Wen Kang Li-Ping Mo Fang-Ling Wang Yun Ou
2021, Volume 18, Issue 4: 4226-4246. doi: 10.3934/mbe.2021212
Abstract HTML PDF Cited (6) Viewed (3968)
Research article
Multi-objective grasshopper optimization algorithm based on multi-group and co-evolution
Chao Wang Jian Li Haidi Rao Aiwen Chen Jun Jiao Nengfeng Zou Lichuan Gu
2021, Volume 18, Issue 3: 2527-2561. doi: 10.3934/mbe.2021129
Abstract HTML PDF Cited (13) Viewed (4112)
Research article
Defect reconstruction from magnetic flux leakage measurements employing modified cuckoo search algorithm
Daqian Zhang Chen Huang Jiyou Fei
2021, Volume 18, Issue 2: 1898-1925. doi: 10.3934/mbe.2021099
Abstract HTML PDF Cited (8) Viewed (2886)
Research article
Research on the evaluation of the resilience of subway station projects to waterlogging disasters based on the projection pursuit model
Lanjun Liu Han Wu Junwu Wang Tingyou Yang
2020, Volume 17, Issue 6: 7302-7331. doi: 10.3934/mbe.2020374
Abstract HTML PDF Cited (29) Viewed (4662)
Research article
A hybrid model combining variational mode decomposition and an attention-GRU network for stock price index forecasting
Hongli Niu Kunliang Xu
2020, Volume 17, Issue 6: 7151-7166. doi: 10.3934/mbe.2020367
Abstract HTML PDF Cited (21) Viewed (5791)
Research article
A fuzzy identification method for persistent scatterers in PSInSAR technology
Wanli Liu Qiuzhao Zhang Yueying Zhao
2020, Volume 17, Issue 6: 6928-6944. doi: 10.3934/mbe.2020358
Abstract HTML PDF Cited (4) Viewed (4119)
Research article
Teaching learning-based whale optimization algorithm for multi-layer perceptron neural network training
Yongquan Zhou Yanbiao Niu Qifang Luo Ming Jiang
2020, Volume 17, Issue 5: 5987-6025. doi: 10.3934/mbe.2020319
Abstract HTML PDF Cited (18) Viewed (5399)
Research article
An improved spotted hyena optimizer for PID parameters in an AVR system
Guo Zhou Jie Li Zhonghua Tang Qifang Luo Yongquan Zhou
2020, Volume 17, Issue 4: 3767-3783. doi: 10.3934/mbe.2020211
Abstract HTML PDF Cited (21) Viewed (15289)
Research article
Fuzzy Gaussian Lasso clustering with application to cancer data
Miin-Shen Yang Wajid Ali
2020, Volume 17, Issue 1: 250-265. doi: 10.3934/mbe.2020014
Abstract HTML PDF Cited (9) Viewed (5164)
Research article
Cluster validity indices for mixture hazards regression models
Yi-Wen Chang Kang-Ping Lu Shao-Tung Chang
2020, Volume 17, Issue 2: 1616-1636. doi: 10.3934/mbe.2020085
Abstract HTML PDF Viewed (4088)
Research article
Proposing a novel community detection approach to identify cointeracting genomic regions
Mohammadjavad Hosseinpoor Hamid Parvin Samad Nejatian Vahideh Rezaie Karamollah Bagherifard Abdollah Dehzangi Amin Beheshti Hamid Alinejad-Rokny
2020, Volume 17, Issue 3: 2193-2217. doi: 10.3934/mbe.2020117
Abstract HTML PDF Cited (12) Viewed (4940)