A cuckoo search algorithm: Effects of coevolution and application in the development of distributed layouts
This article presents a cuckoo search algorithm, via Lévy flight, considering the effects of coevolution on the displacement dynamics of animal communities, and applies this algorithm to the development of maximally distributed physical arrangements. Some variables are introduced such as egg weight...
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| Format: | Article |
| Language: | English |
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SAGE Publishing
2019-11-01
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| Series: | Journal of Algorithms & Computational Technology |
| Online Access: | https://doi.org/10.1177/1748302619889523 |
| _version_ | 1818479002712539136 |
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| author | Yung C Shih |
| author_facet | Yung C Shih |
| author_sort | Yung C Shih |
| collection | DOAJ |
| description | This article presents a cuckoo search algorithm, via Lévy flight, considering the effects of coevolution on the displacement dynamics of animal communities, and applies this algorithm to the development of maximally distributed physical arrangements. Some variables are introduced such as egg weight and the acquired learning of host birds. The results show that the proposed algorithm prevails, in the majority of the interviewed instances, in the degree of distribution in comparison with the classic TARGET and ALVO methods, and with the Genetic Algorithm. The proposed algorithm was shown to be able to obtain a low degree of distribution in a satisfactory computational time, especially in large problems. |
| first_indexed | 2024-12-10T09:55:20Z |
| format | Article |
| id | doaj.art-94f016ac4ea144f1b31e6215bf7e63f1 |
| institution | Directory Open Access Journal |
| issn | 1748-3026 |
| language | English |
| last_indexed | 2024-12-10T09:55:20Z |
| publishDate | 2019-11-01 |
| publisher | SAGE Publishing |
| record_format | Article |
| series | Journal of Algorithms & Computational Technology |
| spelling | doaj.art-94f016ac4ea144f1b31e6215bf7e63f12022-12-22T01:53:32ZengSAGE PublishingJournal of Algorithms & Computational Technology1748-30262019-11-011310.1177/1748302619889523A cuckoo search algorithm: Effects of coevolution and application in the development of distributed layoutsYung C ShihThis article presents a cuckoo search algorithm, via Lévy flight, considering the effects of coevolution on the displacement dynamics of animal communities, and applies this algorithm to the development of maximally distributed physical arrangements. Some variables are introduced such as egg weight and the acquired learning of host birds. The results show that the proposed algorithm prevails, in the majority of the interviewed instances, in the degree of distribution in comparison with the classic TARGET and ALVO methods, and with the Genetic Algorithm. The proposed algorithm was shown to be able to obtain a low degree of distribution in a satisfactory computational time, especially in large problems.https://doi.org/10.1177/1748302619889523 |
| spellingShingle | Yung C Shih A cuckoo search algorithm: Effects of coevolution and application in the development of distributed layouts Journal of Algorithms & Computational Technology |
| title | A cuckoo search algorithm: Effects of coevolution and application in the development of distributed layouts |
| title_full | A cuckoo search algorithm: Effects of coevolution and application in the development of distributed layouts |
| title_fullStr | A cuckoo search algorithm: Effects of coevolution and application in the development of distributed layouts |
| title_full_unstemmed | A cuckoo search algorithm: Effects of coevolution and application in the development of distributed layouts |
| title_short | A cuckoo search algorithm: Effects of coevolution and application in the development of distributed layouts |
| title_sort | cuckoo search algorithm effects of coevolution and application in the development of distributed layouts |
| url | https://doi.org/10.1177/1748302619889523 |
| work_keys_str_mv | AT yungcshih acuckoosearchalgorithmeffectsofcoevolutionandapplicationinthedevelopmentofdistributedlayouts AT yungcshih cuckoosearchalgorithmeffectsofcoevolutionandapplicationinthedevelopmentofdistributedlayouts |