A practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view
This study presents a review of the current constraint handling strategies that are being employed in evolutionary computation. The strategies can be as simple as a reject strategy or as sophisticated as decoding or multi-objective approaches. In this study, however, only the prominent methods and p...
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my.uniten.dspace-224152023-05-29T14:00:51Z A practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view Yousefi M. Hooshyar D. Ahmad R.B. Darus A.N. 53985756300 56572940600 24829264100 56584823100 This study presents a review of the current constraint handling strategies that are being employed in evolutionary computation. The strategies can be as simple as a reject strategy or as sophisticated as decoding or multi-objective approaches. In this study, however, only the prominent methods and previous works are considered. The Evolutionary algorithms cannot handle the constraints by themselves, and the growing application of EAs in various fields of engineering and science, which are mostly highly constrained, has made the use of efficient, easyto- implement and comprehensive constraint handling strategies inevitable. This study will shed light on this field of research and a comparison of various strategies will be also provided. � 2015 Praise Worthy Prize S.r.l. - All rights reserved. Final 2023-05-29T06:00:51Z 2023-05-29T06:00:51Z 2015 Article 10.15866/iremos.v8i1.5125 2-s2.0-84938085152 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938085152&doi=10.15866%2firemos.v8i1.5125&partnerID=40&md5=a6cfb653c4d639f2165ecbffaef6009c https://irepository.uniten.edu.my/handle/123456789/22415 8 1 75 83 Praise Worthy Prize S.r.l Scopus |
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This study presents a review of the current constraint handling strategies that are being employed in evolutionary computation. The strategies can be as simple as a reject strategy or as sophisticated as decoding or multi-objective approaches. In this study, however, only the prominent methods and previous works are considered. The Evolutionary algorithms cannot handle the constraints by themselves, and the growing application of EAs in various fields of engineering and science, which are mostly highly constrained, has made the use of efficient, easyto- implement and comprehensive constraint handling strategies inevitable. This study will shed light on this field of research and a comparison of various strategies will be also provided. � 2015 Praise Worthy Prize S.r.l. - All rights reserved. |
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53985756300 |
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53985756300 Yousefi M. Hooshyar D. Ahmad R.B. Darus A.N. |
| format |
Article |
| author |
Yousefi M. Hooshyar D. Ahmad R.B. Darus A.N. |
| spellingShingle |
Yousefi M. Hooshyar D. Ahmad R.B. Darus A.N. A practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view |
| author_sort |
Yousefi M. |
| title |
A practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view |
| title_short |
A practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view |
| title_full |
A practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view |
| title_fullStr |
A practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view |
| title_full_unstemmed |
A practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view |
| title_sort |
practical review on the application of constraint handling strategies in evolutionary computation from an engineering point of view |
| publisher |
Praise Worthy Prize S.r.l |
| publishDate |
2023 |
| _version_ |
1806427456190545920 |
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13.211869 |