Zebra Optimization Algorithm: A New Bio-Inspired Optimization Algorithm for Solving Optimization Algorithm
In this paper, a new bio-inspired metaheuristic algorithm called Zebra Optimization Algorithm (ZOA) is developed; its fundamental inspiration is the behavior of zebras in nature. ZOA simulates the foraging behavior of zebras and their defense strategy against predators' attacks. The ZOA steps a...
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| Published in | IEEE access Vol. 10; pp. 49445 - 49473 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Piscataway
IEEE
2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| Online Access | Get full text |
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| Abstract | In this paper, a new bio-inspired metaheuristic algorithm called Zebra Optimization Algorithm (ZOA) is developed; its fundamental inspiration is the behavior of zebras in nature. ZOA simulates the foraging behavior of zebras and their defense strategy against predators' attacks. The ZOA steps are described and then mathematically modeled. ZOA performance in optimization is evaluated on sixty-eight benchmark functions, including unimodal, high-dimensional multimodal, fixed-dimensional multimodal, CEC2015, and CEC2017. The results obtained from ZOA are compared with the performance of nine well-known algorithms. The simulation results show that ZOA can solve optimization problems by creating a suitable balance between exploration and exploitation and has a superior performance compared to nine competitor algorithms. ZOA's ability to solve real-world problems has been tested on four engineering design problems, namely, tension/compression spring, welded beam, speed reducer, and pressure vessel. The optimization results show that ZOA is an effective optimizer in determining the values of the design variables of these problems compared to the nine competitor algorithms. |
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| AbstractList | In this paper, a new bio-inspired metaheuristic algorithm called Zebra Optimization Algorithm (ZOA) is developed; its fundamental inspiration is the behavior of zebras in nature. ZOA simulates the foraging behavior of zebras and their defense strategy against predators' attacks. The ZOA steps are described and then mathematically modeled. ZOA performance in optimization is evaluated on sixty-eight benchmark functions, including unimodal, high-dimensional multimodal, fixed-dimensional multimodal, CEC2015, and CEC2017. The results obtained from ZOA are compared with the performance of nine well-known algorithms. The simulation results show that ZOA can solve optimization problems by creating a suitable balance between exploration and exploitation and has a superior performance compared to nine competitor algorithms. ZOA's ability to solve real-world problems has been tested on four engineering design problems, namely, tension/compression spring, welded beam, speed reducer, and pressure vessel. The optimization results show that ZOA is an effective optimizer in determining the values of the design variables of these problems compared to the nine competitor algorithms. |
| Author | Trojovsky, Pavel Trojovska, Eva Dehghani, Mohammad |
| Author_xml | – sequence: 1 givenname: Eva surname: Trojovska fullname: Trojovska, Eva organization: Department of Mathematics, Faculty of Science, University of Hradec Králové, Hradec Králové, Czech Republic – sequence: 2 givenname: Mohammad orcidid: 0000-0002-4243-9658 surname: Dehghani fullname: Dehghani, Mohammad organization: Department of Mathematics, Faculty of Science, University of Hradec Králové, Hradec Králové, Czech Republic – sequence: 3 givenname: Pavel orcidid: 0000-0001-8992-125X surname: Trojovsky fullname: Trojovsky, Pavel email: pavel.trojovsky@uhk.cz organization: Department of Mathematics, Faculty of Science, University of Hradec Králové, Hradec Králové, Czech Republic |
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| Cites_doi | 10.1016/j.eswa.2020.113377 10.1023/A:1008202821328 10.1002/int.22535 10.1016/j.jocs.2022.101636 10.1016/j.engappai.2020.103541 10.1038/ncomms4535 10.1016/j.cie.2021.107408 10.1016/j.advengsoft.2017.05.014 10.1016/j.cie.2020.107050 10.1007/s00500-021-06404-x 10.1017/CBO9780511617461.012 10.1016/j.advengsoft.2016.01.008 10.1016/j.cie.2021.107250 10.1016/j.compstruc.2012.09.003 10.1007/978-1-4612-4380-9_16 10.1007/s00500-021-05606-7 10.1016/j.cma.2022.114616 10.1016/j.eswa.2021.116026 10.1109/ACCESS.2021.3117341 10.1109/ACCESS.2019.2918406 10.1016/j.cma.2021.114194 10.1016/j.matcom.2021.12.010 10.1016/j.ins.2009.03.004 10.2528/PIER07082403 10.1016/j.cma.2022.114570 10.1109/ACCESS.2022.3147821 10.1007/s10898-007-9149-x 10.1016/j.eswa.2021.116158 10.1016/j.matcom.2021.08.013 10.1126/science.220.4598.671 10.1023/A:1022602019183 10.1016/j.asoc.2013.05.010 10.1109/ACCESS.2021.3056407 10.1109/ICNN.1995.488968 10.1016/j.engappai.2021.104314 10.1016/j.advengsoft.2017.07.002 10.1016/j.compstruc.2012.07.010 10.1109/4235.585893 10.1016/j.knosys.2020.106711 10.1016/j.eswa.2021.114685 10.1007/s00366-021-01438-z 10.1016/j.eswa.2022.116895 10.1016/j.advengsoft.2005.04.005 10.1109/ACCESS.2018.2882568 10.1109/3477.484436 10.1016/j.advengsoft.2013.12.007 10.1109/ACCESS.2019.2938857 10.3390/pr9122276 10.1038/nature25479 10.1515/9781400844913 |
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| References | ref13 ref56 ref12 ref15 ref14 ref53 ref52 ref11 ref54 ref10 ref17 ref16 ref18 ref50 ref46 ref45 ref48 ref47 shah-osseini (ref27) 2011; 6 ref42 ref41 ref44 ref43 estes (ref51) 1992 ref8 ref7 ref9 ref4 ref3 ref6 ref5 ref40 ref35 ref34 ref37 reynolds (ref19) 1994 ref36 ref31 ref30 ref33 ref32 ref2 ref39 ref38 hwang (ref1) 2012 rubenstein (ref49) 2001 ref24 ref23 ref26 ref25 wayne (ref55) 1990 ref20 ref22 ref21 ref28 ref29 |
| References_xml | – ident: ref2 doi: 10.1016/j.eswa.2020.113377 – ident: ref18 doi: 10.1023/A:1008202821328 – ident: ref30 doi: 10.1002/int.22535 – ident: ref45 doi: 10.1016/j.jocs.2022.101636 – ident: ref14 doi: 10.1016/j.engappai.2020.103541 – ident: ref48 doi: 10.1038/ncomms4535 – ident: ref29 doi: 10.1016/j.cie.2021.107408 – ident: ref11 doi: 10.1016/j.advengsoft.2017.05.014 – ident: ref34 doi: 10.1016/j.cie.2020.107050 – start-page: 468 year: 2001 ident: ref49 article-title: Horses, asses, and zebras publication-title: The Encyclopedia of Mammals – ident: ref43 doi: 10.1007/s00500-021-06404-x – ident: ref50 doi: 10.1017/CBO9780511617461.012 – ident: ref12 doi: 10.1016/j.advengsoft.2016.01.008 – ident: ref28 doi: 10.1016/j.cie.2021.107250 – ident: ref25 doi: 10.1016/j.compstruc.2012.09.003 – ident: ref54 doi: 10.1007/978-1-4612-4380-9_16 – ident: ref35 doi: 10.1007/s00500-021-05606-7 – ident: ref44 doi: 10.1016/j.cma.2022.114616 – ident: ref40 doi: 10.1016/j.eswa.2021.116026 – ident: ref4 doi: 10.1109/ACCESS.2021.3117341 – ident: ref24 doi: 10.1109/ACCESS.2019.2918406 – ident: ref36 doi: 10.1016/j.cma.2021.114194 – start-page: 262 year: 1990 ident: ref55 article-title: Friedman two-way analysis of variance by ranks publication-title: Applied Nonparametric Statistics – ident: ref42 doi: 10.1016/j.matcom.2021.12.010 – ident: ref21 doi: 10.1016/j.ins.2009.03.004 – ident: ref26 doi: 10.2528/PIER07082403 – ident: ref46 doi: 10.1016/j.cma.2022.114570 – ident: ref39 doi: 10.1109/ACCESS.2022.3147821 – ident: ref9 doi: 10.1007/s10898-007-9149-x – ident: ref37 doi: 10.1016/j.eswa.2021.116158 – start-page: 131 year: 1994 ident: ref19 article-title: An introduction to cultural algorithms publication-title: Proc 3rd Annu Conf Evol Program – start-page: 235 year: 1992 ident: ref51 publication-title: The Behavior Guide to African Mammals including hoofed mammals carnivores primates – ident: ref41 doi: 10.1016/j.matcom.2021.08.013 – ident: ref20 doi: 10.1126/science.220.4598.671 – ident: ref17 doi: 10.1023/A:1022602019183 – ident: ref6 doi: 10.1016/j.asoc.2013.05.010 – ident: ref3 doi: 10.1109/ACCESS.2021.3056407 – ident: ref8 doi: 10.1109/ICNN.1995.488968 – ident: ref32 doi: 10.1016/j.engappai.2021.104314 – ident: ref16 doi: 10.1016/j.advengsoft.2017.07.002 – ident: ref23 doi: 10.1016/j.compstruc.2012.07.010 – ident: ref47 doi: 10.1109/4235.585893 – ident: ref31 doi: 10.1016/j.knosys.2020.106711 – ident: ref13 doi: 10.1016/j.eswa.2021.114685 – ident: ref33 doi: 10.1007/s00366-021-01438-z – volume: 6 start-page: 132 year: 2011 ident: ref27 article-title: Principal components analysis by the galaxy-based search algorithm: A novel metaheuristic for continuous optimisation publication-title: Int J Comput Sci Eng – ident: ref38 doi: 10.1016/j.eswa.2022.116895 – ident: ref22 doi: 10.1016/j.advengsoft.2005.04.005 – ident: ref15 doi: 10.1109/ACCESS.2018.2882568 – ident: ref7 doi: 10.1109/3477.484436 – ident: ref10 doi: 10.1016/j.advengsoft.2013.12.007 – year: 2012 ident: ref1 publication-title: Multiple Objective Decision Making Methods and Application - A State of the Art Survey – ident: ref5 doi: 10.1109/ACCESS.2019.2938857 – ident: ref56 doi: 10.3390/pr9122276 – ident: ref53 doi: 10.1038/nature25479 – ident: ref52 doi: 10.1515/9781400844913 |
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| SubjectTerms | Algorithms Bio-inspired Biological system modeling Compression springs Design engineering engineering design exploitation exploration Heuristic methods Linear programming Mathematical models Metaheuristics Optimization Optimization algorithms Performance evaluation Pressure vessels Search problems Sociology Statistics zebra |
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| Title | Zebra Optimization Algorithm: A New Bio-Inspired Optimization Algorithm for Solving Optimization Algorithm |
| URI | https://ieeexplore.ieee.org/document/9768820 https://www.proquest.com/docview/2663643664 https://doaj.org/article/7298d05fcc2d424cb4490e8dccc6ac78 |
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