Coronavirus Mask Protection Algorithm: A New Bio-inspired Optimization Algorithm and Its Applications

Nowadays, meta-heuristic algorithms are attracting widespread interest in solving high-dimensional nonlinear optimization problems. In this paper, a COVID-19 prevention-inspired bionic optimization algorithm, named Coronavirus Mask Protection Algorithm (CMPA), is proposed based on the virus transmis...

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Published in	Journal of bionics engineering Vol. 20; no. 4; pp. 1747 - 1765
Main Authors	Yuan, Yongliang, Shen, Qianlong, Wang, Shuo, Ren, Jianji, Yang, Donghao, Yang, Qingkang, Fan, Junkai, Mu, Xiaokai
Format	Journal Article
Language	English
Published	Singapore Springer Nature Singapore 01.07.2023 Springer Nature B.V
Subjects	Algorithms Artificial Intelligence Biochemical Engineering Bioinformatics Biomaterials Biomedical Engineering and Bioengineering Biomedical Engineering/Biotechnology Bionics Coronaviruses COVID-19 Disease control Engineering Gantry cranes Heuristic methods Optimization Parameter identification Research Article Bionic algorithm Optimization algorithm Metaheuristic algorithm Parameter identification Coronavirus Mask Protection Algorithm Truss optimization
Online Access	Get full text
ISSN	1672-6529 2543-2141 2543-2141
DOI	10.1007/s42235-023-00359-5

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Abstract	Nowadays, meta-heuristic algorithms are attracting widespread interest in solving high-dimensional nonlinear optimization problems. In this paper, a COVID-19 prevention-inspired bionic optimization algorithm, named Coronavirus Mask Protection Algorithm (CMPA), is proposed based on the virus transmission of COVID-19. The main inspiration for the CMPA originated from human self-protection behavior against COVID-19. In CMPA, the process of infection and immunity consists of three phases, including the infection stage, diffusion stage, and immune stage. Notably, wearing masks correctly and safe social distancing are two essential factors for humans to protect themselves, which are similar to the exploration and exploitation in optimization algorithms. This study simulates the self-protection behavior mathematically and offers an optimization algorithm. The performance of the proposed CMPA is evaluated and compared to other state-of-the-art metaheuristic optimizers using benchmark functions, CEC2020 suite problems, and three truss design problems. The statistical results demonstrate that the CMPA is more competitive among these state-of-the-art algorithms. Further, the CMPA is performed to identify the parameters of the main girder of a gantry crane. Results show that the mass and deflection of the main girder can be improved by 16.44% and 7.49%, respectively.
AbstractList	Nowadays, meta-heuristic algorithms are attracting widespread interest in solving high-dimensional nonlinear optimization problems. In this paper, a COVID-19 prevention-inspired bionic optimization algorithm, named Coronavirus Mask Protection Algorithm (CMPA), is proposed based on the virus transmission of COVID-19. The main inspiration for the CMPA originated from human self-protection behavior against COVID-19. In CMPA, the process of infection and immunity consists of three phases, including the infection stage, diffusion stage, and immune stage. Notably, wearing masks correctly and safe social distancing are two essential factors for humans to protect themselves, which are similar to the exploration and exploitation in optimization algorithms. This study simulates the self-protection behavior mathematically and offers an optimization algorithm. The performance of the proposed CMPA is evaluated and compared to other state-of-the-art metaheuristic optimizers using benchmark functions, CEC2020 suite problems, and three truss design problems. The statistical results demonstrate that the CMPA is more competitive among these state-of-the-art algorithms. Further, the CMPA is performed to identify the parameters of the main girder of a gantry crane. Results show that the mass and deflection of the main girder can be improved by 16.44% and 7.49%, respectively. Nowadays, meta-heuristic algorithms are attracting widespread interest in solving high-dimensional nonlinear optimization problems. In this paper, a COVID-19 prevention-inspired bionic optimization algorithm, named Coronavirus Mask Protection Algorithm (CMPA), is proposed based on the virus transmission of COVID-19. The main inspiration for the CMPA originated from human self-protection behavior against COVID-19. In CMPA, the process of infection and immunity consists of three phases, including the infection stage, diffusion stage, and immune stage. Notably, wearing masks correctly and safe social distancing are two essential factors for humans to protect themselves, which are similar to the exploration and exploitation in optimization algorithms. This study simulates the self-protection behavior mathematically and offers an optimization algorithm. The performance of the proposed CMPA is evaluated and compared to other state-of-the-art metaheuristic optimizers using benchmark functions, CEC2020 suite problems, and three truss design problems. The statistical results demonstrate that the CMPA is more competitive among these state-of-the-art algorithms. Further, the CMPA is performed to identify the parameters of the main girder of a gantry crane. Results show that the mass and deflection of the main girder can be improved by 16.44% and 7.49%, respectively.Nowadays, meta-heuristic algorithms are attracting widespread interest in solving high-dimensional nonlinear optimization problems. In this paper, a COVID-19 prevention-inspired bionic optimization algorithm, named Coronavirus Mask Protection Algorithm (CMPA), is proposed based on the virus transmission of COVID-19. The main inspiration for the CMPA originated from human self-protection behavior against COVID-19. In CMPA, the process of infection and immunity consists of three phases, including the infection stage, diffusion stage, and immune stage. Notably, wearing masks correctly and safe social distancing are two essential factors for humans to protect themselves, which are similar to the exploration and exploitation in optimization algorithms. This study simulates the self-protection behavior mathematically and offers an optimization algorithm. The performance of the proposed CMPA is evaluated and compared to other state-of-the-art metaheuristic optimizers using benchmark functions, CEC2020 suite problems, and three truss design problems. The statistical results demonstrate that the CMPA is more competitive among these state-of-the-art algorithms. Further, the CMPA is performed to identify the parameters of the main girder of a gantry crane. Results show that the mass and deflection of the main girder can be improved by 16.44% and 7.49%, respectively.
Author	Wang, Shuo Yang, Qingkang Ren, Jianji Mu, Xiaokai Yang, Donghao Yuan, Yongliang Shen, Qianlong Fan, Junkai
Author_xml	– sequence: 1 givenname: Yongliang surname: Yuan fullname: Yuan, Yongliang organization: School of Mechanical and Power Engineering, Henan Polytechnic University – sequence: 2 givenname: Qianlong surname: Shen fullname: Shen, Qianlong organization: School of Mechanical and Power Engineering, Henan Polytechnic University – sequence: 3 givenname: Shuo surname: Wang fullname: Wang, Shuo email: wangshuo17@foxmail.com organization: School of Mechanical Engineering, Dalian University of Technology – sequence: 4 givenname: Jianji surname: Ren fullname: Ren, Jianji email: renjianji@hpu.edu.cn organization: School of Software, Henan Polytechnic University – sequence: 5 givenname: Donghao surname: Yang fullname: Yang, Donghao organization: School of Software, Henan Polytechnic University – sequence: 6 givenname: Qingkang surname: Yang fullname: Yang, Qingkang organization: School of Mechanical and Power Engineering, Henan Polytechnic University – sequence: 7 givenname: Junkai surname: Fan fullname: Fan, Junkai organization: School of Mechanical and Power Engineering, Henan Polytechnic University – sequence: 8 givenname: Xiaokai surname: Mu fullname: Mu, Xiaokai organization: School of Mechanical Engineering, Dalian University of Technology
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Cites_doi	10.1007/s10462-022-10280-8 10.1016/j.compstruc.2015.02.028 10.1007/s00521-015-1920-1 10.1007/s12065-021-00590-1 10.1016/j.energy.2014.05.011 10.1002/dac.4434 10.1142/S1469026817500122 10.1007/s11831-021-09624-4 10.1007/s42235-022-00207-y 10.1007/s11465-019-0578-2 10.1016/j.asoc.2007.07.010 10.1109/4235.585893 10.1007/s00366-021-01369-9 10.1016/j.virusres.2014.03.018 10.1016/j.knosys.2021.107348 10.1109/TEVC.2008.2009457 10.1016/j.jcsr.2009.04.021 10.1007/s11227-021-04015-9 10.1109/TEVC.2008.927706 10.1002/dac.4670 10.1162/106365603321828970 10.1142/S0219622020500546 10.1002/int.22535 10.1007/s42235-022-00255-4 10.1007/s00521-020-05296-6 10.1016/j.compstruc.2012.03.013 10.1016/S0140-6736(21)02796-3 10.1007/s11831-022-09804-w 10.1098/rspb.2006.3754 10.1016/j.advengsoft.2014.10.001 10.1016/j.enconman.2017.04.054 10.1016/j.enconman.2015.05.074 10.1016/j.ins.2011.08.006 10.1016/j.compstruc.2009.01.004 10.1007/s00158-021-03044-5 10.1080/0305215X.2019.1618290 10.1016/j.ins.2009.03.004 10.1007/s00521-016-2426-1 10.3390/sym13112163 10.1007/s10922-022-09653-9 10.1007/s42235-022-00185-1 10.1016/j.jinf.2020.03.027 10.1016/j.advengsoft.2022.103282 10.1016/j.compstruc.2012.03.016 10.1016/j.energy.2016.01.052 10.1016/j.knosys.2015.07.006 10.1016/j.physrep.2016.08.001 10.1016/S0140-6736(20)31208-3 10.1016/j.cie.2021.107408 10.1016/j.eswa.2012.02.113 10.1016/0045-7949(94)00551-D 10.1016/j.asoc.2018.07.033 10.1073/pnas.2014564118 10.1108/02644401211235834
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Keywords	Bionic algorithm Optimization algorithm Metaheuristic algorithm Parameter identification Coronavirus Mask Protection Algorithm Truss optimization
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References	Rahnamayan, Tizhoosh, Salama (CR20) 2008; 8 Yu, Chen, Wang, Wang (CR2) 2017; 145 Li, Huang, Liu (CR57) 2009; 87 Samadi Bonab, Ghaffari, Soleimanian Gharehchopogh, Alemi (CR14) 2020; 33 Viktorin, Senkerik, Pluhacek, Kadavy, Zamuda (CR44) 2020; 2020 Kaveh, Ghazaan (CR54) 2015; 79 Gharehchopogh (CR7) 2022 Sun, Wang, Kang, Shen, Chen (CR43) 2021; 13 Shayanfar, Gharehchopogh (CR49) 2018; 71 Wang, Liu, Zhou, Yuan, Lv, Song (CR6) 2021; 64 Mohammadzadeh, Gharehchopogh (CR15) 2021; 34 Abdollahzadeh, Gharehchopogh, Mirjalili (CR5) 2012; 36 Zhu, Li, Guan, Hou, Wang, Li, Chen (CR33) 2020; 395 Wallinga, Lipsitch (CR38) 2007; 274 Gharehchopogh, Nadimi-Shahraki, Barshandeh, Abdollahzadeh, Zamani (CR8) 2022; 20 Yuan, Ren, Zu, Mu (CR3) 2021; 11 Kwok, Lai, Wei, Wong, Tang (CR36) 2020; 80 Yuan, Lv, Wang, Song (CR4) 2020; 15 Kaveh, Talatahari (CR58) 2009; 65 Yuan, Mu, Shao, Ren, Zhao, Wang (CR26) 2022; 123 Abdollahzadeh, Gharehchopogh (CR17) 2022; 38 Wolpert, Macready (CR30) 1997; 1 Rao, Savsani, Vakharia (CR28) 2012; 183 Gharehchopogh, Maleki, Dizaji (CR10) 2022; 15 Gharehchopogh, Namazi, Ebrahimi, Abdollahzadeh (CR9) 2022; 30 Howard, Huang, Li, Tufekci, Zdimal, Van Der Westhuizen, Rimoin (CR34) 2021; 118 Zhang, Luo, Zhou (CR19) 2017; 16 Meyer, Drosten, Müller (CR37) 2014; 194 Mirjalili (CR42) 2015; 89 Kaveh, Ghazaan (CR46) 2015; 153 Sahoo, Saha (CR29) 2022; 19 Salcedo-Sanz (CR31) 2016; 655 Abdollahzadeh, Gharehchopogh, Mirjalili (CR50) 2021; 158 Goldanloo, Gharehchopogh (CR11) 2022; 78 Miguel, Miguel (CR52) 2012; 39 Mohammadzadeh, Gharehchopogh (CR16) 2021; 20 Al-Betar, Alyasseri, Awadallah, Abu Doush (CR35) 2021; 33 Hansen, Müller, Koumoutsakos (CR41) 2003; 11 Oliva, Cuevas, Pajares (CR27) 2014; 72 Alam, Yousri, Eteiba (CR21) 2015; 101 Kaveh, Zolghadr (CR53) 2012; 102 Ghafori, Gharehchopogh (CR18) 2021; 29 Das, Abraham, Chakraborty, Konar (CR22) 2009; 13 Yang, Hossein Gandomi (CR40) 2012; 29 Wu, Chow (CR56) 1995; 56 Wang, Paulson, Pease, Watson, Comfort, Zheng, Murray (CR32) 2022; 399 Chen, Yu, Du, Zhao, Liu (CR1) 2016; 99 Mirjalili (CR24) 2016; 27 Su, Zhang, Wu, Yan (CR47) 2012; 215–216 Ho-Huu, Nguyen-Thoi, Truong-Khac, Le-Anh, Vo-Duy (CR51) 2018; 29 Qin, Huang, Suganthan (CR39) 2008; 13 Sadollah, Bahreininejad, Eskandar, Hamdi (CR59) 2012; 102 Naseri, Gharehchopogh (CR13) 2022; 30 Yuan, Ren, Wang, Wang, Mu, Zhao (CR25) 2022; 170 Abdollahzadeh, Gharehchopogh, Khodadadi, Mirjalili (CR55) 2022; 174 Rashedi, Nezamabadi-Pour, Saryazdi (CR23) 2009; 179 Yuan, Lv, Wang, Song (CR48) 2020; 52 Abdollahzadeh, Gharehchopogh, Mirjalili (CR60) 2021; 36 Houssein, Hussain, Abualigah, Abd Elaziz, Alomoush, Dhiman, Cuevas (CR45) 2021; 229 Gharehchopogh (CR12) 2022; 19 S Mirjalili (359_CR42) 2015; 89 YL Yuan (359_CR3) 2021; 11 FS Gharehchopogh (359_CR10) 2022; 15 A Kaveh (359_CR46) 2015; 153 KO Kwok (359_CR36) 2020; 80 YL Yuan (359_CR25) 2022; 170 H Mohammadzadeh (359_CR15) 2021; 34 GS Su (359_CR47) 2012; 215–216 YL Yuan (359_CR26) 2022; 123 FS Gharehchopogh (359_CR8) 2022; 20 S Mirjalili (359_CR24) 2016; 27 MJ Goldanloo (359_CR11) 2022; 78 B Abdollahzadeh (359_CR55) 2022; 174 SK Sahoo (359_CR29) 2022; 19 MA Al-Betar (359_CR35) 2021; 33 S Rahnamayan (359_CR20) 2008; 8 A Sadollah (359_CR59) 2012; 102 RV Rao (359_CR28) 2012; 183 DH Wolpert (359_CR30) 1997; 1 FC Zhu (359_CR33) 2020; 395 DF Alam (359_CR21) 2015; 101 A Kaveh (359_CR53) 2012; 102 YL Yuan (359_CR4) 2020; 15 V Ho-Huu (359_CR51) 2018; 29 TS Naseri (359_CR13) 2022; 30 A Kaveh (359_CR54) 2015; 79 S Wang (359_CR6) 2021; 64 B Meyer (359_CR37) 2014; 194 KJ Yu (359_CR2) 2017; 145 B Abdollahzadeh (359_CR60) 2021; 36 XP Sun (359_CR43) 2021; 13 B Abdollahzadeh (359_CR5) 2012; 36 FS Gharehchopogh (359_CR12) 2022; 19 D Oliva (359_CR27) 2014; 72 A Kaveh (359_CR58) 2009; 65 LFF Miguel (359_CR52) 2012; 39 J Howard (359_CR34) 2021; 118 FS Gharehchopogh (359_CR7) 2022 SJ Wu (359_CR56) 1995; 56 YL Yuan (359_CR48) 2020; 52 S Zhang (359_CR19) 2017; 16 H Mohammadzadeh (359_CR16) 2021; 20 LJ Li (359_CR57) 2009; 87 XS Yang (359_CR40) 2012; 29 B Abdollahzadeh (359_CR50) 2021; 158 N Hansen (359_CR41) 2003; 11 A Viktorin (359_CR44) 2020; 2020 AK Qin (359_CR39) 2008; 13 B Abdollahzadeh (359_CR17) 2022; 38 S Das (359_CR22) 2009; 13 FS Gharehchopogh (359_CR9) 2022; 30 X Chen (359_CR1) 2016; 99 S Salcedo-Sanz (359_CR31) 2016; 655 J Wallinga (359_CR38) 2007; 274 M Samadi Bonab (359_CR14) 2020; 33 H Wang (359_CR32) 2022; 399 S Ghafori (359_CR18) 2021; 29 E Rashedi (359_CR23) 2009; 179 EH Houssein (359_CR45) 2021; 229 H Shayanfar (359_CR49) 2018; 71
References_xml	– volume: 118 year: 2021 ident: CR34 article-title: An evidence review of face masks against COVID-19 publication-title: Proceedings of the National Academy of Sciences – volume: 38 start-page: 1845 year: 2022 end-page: 1863 ident: CR17 article-title: A multi-objective optimization algorithm for feature selection problems publication-title: Engineering with Computers – volume: 99 start-page: 170 year: 2016 end-page: 180 ident: CR1 article-title: Parameters identification of solar cell models using generalized oppositional teaching learning based optimization publication-title: Energy – volume: 33 start-page: 5011 year: 2021 end-page: 5042 ident: CR35 article-title: Coronavirus herd immunity optimizer (CHIO) publication-title: Neural Computing and Applications – volume: 1 start-page: 67 year: 1997 end-page: 82 ident: CR30 article-title: No free lunch theorems for optimization publication-title: IEEE Transactions on Evolutionary Computation – volume: 29 start-page: 1569 year: 2021 end-page: 1590 ident: CR18 article-title: Advances in spotted hyena optimizer: a comprehensive survey publication-title: Archives of Computational Methods in Engineering – volume: 79 start-page: 137 year: 2015 end-page: 147 ident: CR54 article-title: Hybridized optimization algorithms for design of trusses with multiple natural frequency constraints publication-title: Advances in Engineering Software – volume: 274 start-page: 599 year: 2007 end-page: 604 ident: CR38 article-title: How generation intervals shape the relationship between growth rates and reproductive numbers publication-title: Proceedings of the Royal Society B: Biological Sciences – volume: 102 start-page: 14 year: 2012 end-page: 27 ident: CR53 article-title: Truss optimization with natural frequency constraints using a hybridized CSS-BBBC algorithm with trap recognition capability publication-title: Computers & Structures – volume: 11 start-page: 1 year: 2003 end-page: 18 ident: CR41 article-title: Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES) publication-title: Evolutionary Computation – year: 2022 ident: CR7 article-title: Quantum-inspired metaheuristic algorithms: comprehensive survey and classification publication-title: Artificial Intelligence Review doi: 10.1007/s10462-022-10280-8 – volume: 29 start-page: 464 year: 2012 end-page: 483 ident: CR40 article-title: Bat algorithm: a novel approach for global engineering optimization publication-title: Engineering Computations – volume: 194 start-page: 175 year: 2014 end-page: 183 ident: CR37 article-title: Serological assays for emerging coronaviruses: challenges and pitfalls publication-title: Virus Research – volume: 27 start-page: 1053 year: 2016 end-page: 1073 ident: CR24 article-title: Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems publication-title: Neural Computing and Applications – volume: 52 start-page: 915 year: 2020 end-page: 931 ident: CR48 article-title: Optimization of a frame structure using the Coulomb force search strategy-based dragonfly algorithm publication-title: Engineering Optimization – volume: 34 year: 2021 ident: CR15 article-title: A multi-agent system based for solving high-dimensional optimization problems: a case study on email spam detection publication-title: International Journal of Communication Systems – volume: 153 start-page: 137 year: 2015 end-page: 147 ident: CR46 article-title: A comparative study of CBO and ECBO for optimal design of skeletal structures publication-title: Computers & Structures – volume: 36 start-page: 5887 year: 2021 end-page: 5958 ident: CR60 article-title: Artificial gorilla troops optimizer: a new nature-inspired metaheuristic algorithm for global optimization problems publication-title: International Journal of Intelligent Systems – volume: 13 start-page: 398 year: 2008 end-page: 417 ident: CR39 article-title: Differential evolution algorithm with strategy adaptation for global numerical optimization publication-title: IEEE Transactions on Evolutionary Computation – volume: 101 start-page: 410 year: 2015 end-page: 422 ident: CR21 article-title: Flower pollination algorithm based solar PV parameter estimation publication-title: Energy Conversion and Management – volume: 123 year: 2022 ident: CR26 article-title: Optimization of an auto drum fashioned brake using the elite opposition-based learning and chaotic k-best gravitational search strategy based grey wolf optimizer algorithm publication-title: Applied Soft Computing – volume: 13 start-page: 2163 year: 2021 ident: CR43 article-title: A two-stage differential evolution algorithm with mutation strategy combination publication-title: Symmetry – volume: 19 start-page: 1522 year: 2022 end-page: 1543 ident: CR29 article-title: A hybrid moth flame optimization algorithm for global optimization publication-title: Journal of Bionic Engineering – volume: 29 start-page: 167 year: 2018 end-page: 185 ident: CR51 article-title: An improved differential evolution based on roulette wheel selection for shape and size optimization of truss structures with frequency constraints publication-title: Neural Computing and Applications – volume: 33 year: 2020 ident: CR14 article-title: A wrapper-based feature selection for improving performance of intrusion detection systems publication-title: International Journal of Communication Systems – volume: 395 start-page: 1845 year: 2020 end-page: 1854 ident: CR33 article-title: Safety, tolerability, and immunogenicity of a recombinant adenovirus type-5 vectored COVID-19 vaccine: a dose-escalation, open-label, non-randomised, first-in-human trial publication-title: The Lancet – volume: 19 start-page: 1177 year: 2022 end-page: 1202 ident: CR12 article-title: An improved tunicate swarm algorithm with best-random mutation strategy for global optimization problems publication-title: Journal of Bionic Engineering – volume: 102 start-page: 49 year: 2012 end-page: 63 ident: CR59 article-title: Mine blast algorithm for optimization of truss structures with discrete variables publication-title: Computers & Structures – volume: 170 year: 2022 ident: CR25 article-title: Alpine skiing optimization: a new bio-inspired optimization algorithm publication-title: Advances in Engineering Software – volume: 36 start-page: 5887 year: 2012 end-page: 5958 ident: CR5 article-title: Artificial gorilla troops optimizer: a new nature-inspired metaheuristic algorithm for global optimization problems publication-title: International Journal of Intelligent Systems – volume: 78 start-page: 3998 year: 2022 end-page: 4031 ident: CR11 article-title: A hybrid OBL-based firefly algorithm with symbiotic organisms search algorithm for solving continuous optimization problems publication-title: The Journal of Supercomputing – volume: 87 start-page: 435 year: 2009 end-page: 443 ident: CR57 article-title: A heuristic particle swarm optimization method for truss structures with discrete variables publication-title: Computers & Structures – volume: 20 start-page: 469 year: 2021 end-page: 515 ident: CR16 article-title: Feature selection with binary symbiotic organisms search algorithm for email spam detection publication-title: International Journal of Information Technology & Decision Making – volume: 15 start-page: 406 year: 2020 end-page: 416 ident: CR4 article-title: Multidisciplinary co-design optimization of structural and control parameters for bucket wheel reclaimer publication-title: Frontiers of Mechanical Engineering – volume: 655 start-page: 1 year: 2016 end-page: 70 ident: CR31 article-title: Modern meta-heuristics based on nonlinear physics processes: a review of models and design procedures publication-title: Physics Reports – volume: 89 start-page: 228 year: 2015 end-page: 249 ident: CR42 article-title: Moth-flame optimization algorithm: a novel nature-inspired heuristic paradigm publication-title: Knowledge-Based Systems – volume: 2020 start-page: 1 year: 2020 end-page: 8 ident: CR44 article-title: Dish-xx solving cec2020 single objective bound constrained numerical optimization benchmark publication-title: IEEE Congress on Evolutionary Computation (CEC) – volume: 158 year: 2021 ident: CR50 article-title: African vultures optimization algorithm: a new nature-inspired metaheuristic algorithm for global optimization problems publication-title: Computers & Industrial Engineering – volume: 11 year: 2021 ident: CR3 article-title: An adaptive instinctive reaction strategy based on Harris hawks optimization algorithm for numerical optimization problems publication-title: AIP Advances – volume: 8 start-page: 906 year: 2008 end-page: 918 ident: CR20 article-title: Opposition versus randomness in soft computing techniques publication-title: Applied Soft Computing – volume: 39 start-page: 9458 year: 2012 end-page: 9467 ident: CR52 article-title: Shape and size optimization of truss structures considering dynamic constraints through modern metaheuristic algorithms publication-title: Expert Systems with Applications – volume: 65 start-page: 1558 year: 2009 end-page: 1568 ident: CR58 article-title: A particle swarm ant colony optimization for truss structures with discrete variables publication-title: Journal of Constructional Steel Research – volume: 64 start-page: 3637 year: 2021 end-page: 3652 ident: CR6 article-title: A multi-fidelity surrogate model based on moving least squares: fusing different fidelity data for engineering design publication-title: Structural and Multidisciplinary Optimization – volume: 179 start-page: 2232 year: 2009 end-page: 2248 ident: CR23 article-title: GSA: a gravitational search algorithm publication-title: Information Sciences – volume: 80 start-page: 32 year: 2020 end-page: 33 ident: CR36 article-title: Herd immunity–estimating the level required to halt the COVID-19 epidemics in affected countries publication-title: Journal of Infection – volume: 183 start-page: 1 year: 2012 end-page: 15 ident: CR28 article-title: Teaching–learning-based optimization: an optimization method for continuous non-linear large scale problems publication-title: Information Sciences – volume: 72 start-page: 93 year: 2014 end-page: 102 ident: CR27 article-title: Parameter identification of solar cells using artificial bee colony optimization publication-title: Energy – volume: 15 start-page: 1777 year: 2022 end-page: 1808 ident: CR10 article-title: Chaotic vortex search algorithm: metaheuristic algorithm for feature selection publication-title: Evolutionary Intelligence – volume: 13 start-page: 526 year: 2009 end-page: 553 ident: CR22 article-title: Differential evolution using a neighborhood-based mutation operator publication-title: IEEE Transactions on Evolutionary Computation – volume: 174 year: 2022 ident: CR55 article-title: Mountain gazelle optimizer: a new nature-inspired metaheuristic algorithm for global optimization problems publication-title: Advances in Engineering Software – volume: 20 start-page: 158 year: 2022 end-page: 183 ident: CR8 article-title: Cqffa: a chaotic quasi-oppositional farmland fertility algorithm for solving engineering optimization problems publication-title: Journal of Bionic Engineering – volume: 16 start-page: 1750012 year: 2017 ident: CR19 article-title: Hybrid grey wolf optimizer using elite opposition-based learning strategy and simplex method publication-title: International Journal of Computational Intelligence and Applications – volume: 71 start-page: 728 year: 2018 end-page: 746 ident: CR49 article-title: Farmland fertility: a new metaheuristic algorithm for solving continuous optimization problems publication-title: Applied Soft Computing – volume: 145 start-page: 233 year: 2017 end-page: 246 ident: CR2 article-title: Parameters identification of photovoltaic models using self-adaptive teaching-learning-based optimization publication-title: Energy Conversion and Management – volume: 56 start-page: 979 year: 1995 end-page: 991 ident: CR56 article-title: Steady-state genetic algorithms for discrete optimization of trusses publication-title: Computers & Structures – volume: 30 start-page: 40 year: 2022 ident: CR13 article-title: A feature selection based on the farmland fertility algorithm for improved intrusion detection systems publication-title: Journal of Network and Systems Management – volume: 215–216 start-page: 133 year: 2012 end-page: 137 ident: CR47 article-title: Optimization design of trusses based on covariance matrix adaptation evolution strategy algorithm publication-title: Applied Mechanics and Materials – volume: 399 start-page: 1513 year: 2022 end-page: 1536 ident: CR32 article-title: Estimating excess mortality due to the COVID-19 pandemic: a systematic analysis of COVID-19-related mortality, 2020–21 publication-title: The Lancet – volume: 229 year: 2021 ident: CR45 article-title: An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation publication-title: Knowledge-Based Systems – volume: 30 start-page: 427 year: 2022 end-page: 455 ident: CR9 article-title: Advances in sparrow search algorithm: a comprehensive survey publication-title: Archives of Computational Methods in Engineering – volume: 153 start-page: 137 year: 2015 ident: 359_CR46 publication-title: Computers & Structures doi: 10.1016/j.compstruc.2015.02.028 – volume: 27 start-page: 1053 year: 2016 ident: 359_CR24 publication-title: Neural Computing and Applications doi: 10.1007/s00521-015-1920-1 – volume: 15 start-page: 1777 year: 2022 ident: 359_CR10 publication-title: Evolutionary Intelligence doi: 10.1007/s12065-021-00590-1 – volume: 72 start-page: 93 year: 2014 ident: 359_CR27 publication-title: Energy doi: 10.1016/j.energy.2014.05.011 – volume: 33 year: 2020 ident: 359_CR14 publication-title: International Journal of Communication Systems doi: 10.1002/dac.4434 – volume: 16 start-page: 1750012 year: 2017 ident: 359_CR19 publication-title: International Journal of Computational Intelligence and Applications doi: 10.1142/S1469026817500122 – volume: 29 start-page: 1569 year: 2021 ident: 359_CR18 publication-title: Archives of Computational Methods in Engineering doi: 10.1007/s11831-021-09624-4 – volume: 19 start-page: 1522 year: 2022 ident: 359_CR29 publication-title: Journal of Bionic Engineering doi: 10.1007/s42235-022-00207-y – volume: 15 start-page: 406 year: 2020 ident: 359_CR4 publication-title: Frontiers of Mechanical Engineering doi: 10.1007/s11465-019-0578-2 – volume: 8 start-page: 906 year: 2008 ident: 359_CR20 publication-title: Applied Soft Computing doi: 10.1016/j.asoc.2007.07.010 – volume: 1 start-page: 67 year: 1997 ident: 359_CR30 publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1109/4235.585893 – volume: 38 start-page: 1845 year: 2022 ident: 359_CR17 publication-title: Engineering with Computers doi: 10.1007/s00366-021-01369-9 – volume: 194 start-page: 175 year: 2014 ident: 359_CR37 publication-title: Virus Research doi: 10.1016/j.virusres.2014.03.018 – volume: 229 year: 2021 ident: 359_CR45 publication-title: Knowledge-Based Systems doi: 10.1016/j.knosys.2021.107348 – volume: 13 start-page: 526 year: 2009 ident: 359_CR22 publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1109/TEVC.2008.2009457 – volume: 65 start-page: 1558 year: 2009 ident: 359_CR58 publication-title: Journal of Constructional Steel Research doi: 10.1016/j.jcsr.2009.04.021 – volume: 78 start-page: 3998 year: 2022 ident: 359_CR11 publication-title: The Journal of Supercomputing doi: 10.1007/s11227-021-04015-9 – volume: 13 start-page: 398 year: 2008 ident: 359_CR39 publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1109/TEVC.2008.927706 – volume: 170 year: 2022 ident: 359_CR25 publication-title: Advances in Engineering Software – volume: 34 year: 2021 ident: 359_CR15 publication-title: International Journal of Communication Systems doi: 10.1002/dac.4670 – volume: 11 start-page: 1 year: 2003 ident: 359_CR41 publication-title: Evolutionary Computation doi: 10.1162/106365603321828970 – volume: 20 start-page: 469 year: 2021 ident: 359_CR16 publication-title: International Journal of Information Technology & Decision Making doi: 10.1142/S0219622020500546 – volume: 36 start-page: 5887 year: 2012 ident: 359_CR5 publication-title: International Journal of Intelligent Systems doi: 10.1002/int.22535 – volume: 20 start-page: 158 year: 2022 ident: 359_CR8 publication-title: Journal of Bionic Engineering doi: 10.1007/s42235-022-00255-4 – volume: 33 start-page: 5011 year: 2021 ident: 359_CR35 publication-title: Neural Computing and Applications doi: 10.1007/s00521-020-05296-6 – volume: 102 start-page: 49 year: 2012 ident: 359_CR59 publication-title: Computers & Structures doi: 10.1016/j.compstruc.2012.03.013 – volume: 399 start-page: 1513 year: 2022 ident: 359_CR32 publication-title: The Lancet doi: 10.1016/S0140-6736(21)02796-3 – volume: 30 start-page: 427 year: 2022 ident: 359_CR9 publication-title: Archives of Computational Methods in Engineering doi: 10.1007/s11831-022-09804-w – volume: 274 start-page: 599 year: 2007 ident: 359_CR38 publication-title: Proceedings of the Royal Society B: Biological Sciences doi: 10.1098/rspb.2006.3754 – volume: 79 start-page: 137 year: 2015 ident: 359_CR54 publication-title: Advances in Engineering Software doi: 10.1016/j.advengsoft.2014.10.001 – volume: 145 start-page: 233 year: 2017 ident: 359_CR2 publication-title: Energy Conversion and Management doi: 10.1016/j.enconman.2017.04.054 – volume: 101 start-page: 410 year: 2015 ident: 359_CR21 publication-title: Energy Conversion and Management doi: 10.1016/j.enconman.2015.05.074 – volume: 183 start-page: 1 year: 2012 ident: 359_CR28 publication-title: Information Sciences doi: 10.1016/j.ins.2011.08.006 – volume: 87 start-page: 435 year: 2009 ident: 359_CR57 publication-title: Computers & Structures doi: 10.1016/j.compstruc.2009.01.004 – volume: 64 start-page: 3637 year: 2021 ident: 359_CR6 publication-title: Structural and Multidisciplinary Optimization doi: 10.1007/s00158-021-03044-5 – volume: 123 year: 2022 ident: 359_CR26 publication-title: Applied Soft Computing – volume: 52 start-page: 915 year: 2020 ident: 359_CR48 publication-title: Engineering Optimization doi: 10.1080/0305215X.2019.1618290 – volume: 179 start-page: 2232 year: 2009 ident: 359_CR23 publication-title: Information Sciences doi: 10.1016/j.ins.2009.03.004 – volume: 29 start-page: 167 year: 2018 ident: 359_CR51 publication-title: Neural Computing and Applications doi: 10.1007/s00521-016-2426-1 – volume: 36 start-page: 5887 year: 2021 ident: 359_CR60 publication-title: International Journal of Intelligent Systems doi: 10.1002/int.22535 – volume: 13 start-page: 2163 year: 2021 ident: 359_CR43 publication-title: Symmetry doi: 10.3390/sym13112163 – volume: 30 start-page: 40 year: 2022 ident: 359_CR13 publication-title: Journal of Network and Systems Management doi: 10.1007/s10922-022-09653-9 – volume: 2020 start-page: 1 year: 2020 ident: 359_CR44 publication-title: IEEE Congress on Evolutionary Computation (CEC) – volume: 19 start-page: 1177 year: 2022 ident: 359_CR12 publication-title: Journal of Bionic Engineering doi: 10.1007/s42235-022-00185-1 – volume: 80 start-page: 32 year: 2020 ident: 359_CR36 publication-title: Journal of Infection doi: 10.1016/j.jinf.2020.03.027 – volume: 174 year: 2022 ident: 359_CR55 publication-title: Advances in Engineering Software doi: 10.1016/j.advengsoft.2022.103282 – volume: 102 start-page: 14 year: 2012 ident: 359_CR53 publication-title: Computers & Structures doi: 10.1016/j.compstruc.2012.03.016 – volume: 215–216 start-page: 133 year: 2012 ident: 359_CR47 publication-title: Applied Mechanics and Materials – volume: 99 start-page: 170 year: 2016 ident: 359_CR1 publication-title: Energy doi: 10.1016/j.energy.2016.01.052 – volume: 89 start-page: 228 year: 2015 ident: 359_CR42 publication-title: Knowledge-Based Systems doi: 10.1016/j.knosys.2015.07.006 – volume: 655 start-page: 1 year: 2016 ident: 359_CR31 publication-title: Physics Reports doi: 10.1016/j.physrep.2016.08.001 – volume: 395 start-page: 1845 year: 2020 ident: 359_CR33 publication-title: The Lancet doi: 10.1016/S0140-6736(20)31208-3 – volume: 158 year: 2021 ident: 359_CR50 publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2021.107408 – volume: 39 start-page: 9458 year: 2012 ident: 359_CR52 publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2012.02.113 – volume: 56 start-page: 979 year: 1995 ident: 359_CR56 publication-title: Computers & Structures doi: 10.1016/0045-7949(94)00551-D – volume: 71 start-page: 728 year: 2018 ident: 359_CR49 publication-title: Applied Soft Computing doi: 10.1016/j.asoc.2018.07.033 – volume: 118 year: 2021 ident: 359_CR34 publication-title: Proceedings of the National Academy of Sciences doi: 10.1073/pnas.2014564118 – volume: 11 year: 2021 ident: 359_CR3 publication-title: AIP Advances – year: 2022 ident: 359_CR7 publication-title: Artificial Intelligence Review doi: 10.1007/s10462-022-10280-8 – volume: 29 start-page: 464 year: 2012 ident: 359_CR40 publication-title: Engineering Computations doi: 10.1108/02644401211235834
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Snippet	Nowadays, meta-heuristic algorithms are attracting widespread interest in solving high-dimensional nonlinear optimization problems. In this paper, a COVID-19...
SourceID	unpaywall pubmedcentral proquest pubmed crossref springer
SourceType	Open Access Repository Aggregation Database Index Database Enrichment Source Publisher
StartPage	1747
SubjectTerms	Algorithms Artificial Intelligence Biochemical Engineering Bioinformatics Biomaterials Biomedical Engineering and Bioengineering Biomedical Engineering/Biotechnology Bionics Coronaviruses COVID-19 Disease control Engineering Gantry cranes Heuristic methods Optimization Parameter identification Research Article
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Title	Coronavirus Mask Protection Algorithm: A New Bio-inspired Optimization Algorithm and Its Applications
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