A Novel Complex Valued Cuckoo Search Algorithm
To expand the information of nest individuals, the idea of complex-valued encoding is used in cuckoo search (PCS); the gene of individuals is denoted by plurality, so a diploid swarm is structured by a sequence plurality. The value of independent variables for objective function is determined by mod...
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| Format: | Article |
| Language: | English |
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Wiley
2013-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2013/597803 |
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| _version_ | 1832554279304429568 |
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| author | Yongquan Zhou Hongqing Zheng |
| author_facet | Yongquan Zhou Hongqing Zheng |
| author_sort | Yongquan Zhou |
| collection | DOAJ |
| description | To expand the information of nest individuals, the idea of complex-valued encoding is used in cuckoo search (PCS); the gene of individuals is denoted by plurality, so a diploid swarm is structured by a sequence plurality. The value of independent variables for objective function is determined by modules, and a sign of them is determined by angles. The position of nest is divided into two parts, namely, real part gene and imaginary gene. The updating relation of complex-valued swarm is presented. Six typical functions are tested. The results are compared with cuckoo search based on real-valued encoding; the usefulness of the proposed algorithm is verified. |
| format | Article |
| id | doaj-art-49f7aa9cb8ae4dc18b4d6d08d664b737 |
| institution | Kabale University |
| issn | 1537-744X |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-49f7aa9cb8ae4dc18b4d6d08d664b7372025-02-03T05:51:57ZengWileyThe Scientific World Journal1537-744X2013-01-01201310.1155/2013/597803597803A Novel Complex Valued Cuckoo Search AlgorithmYongquan Zhou0Hongqing Zheng1College of Information Science and Engineering, Guangxi University for Nationalities, Nanning 530006, ChinaCollege of Information Science and Engineering, Guangxi University for Nationalities, Nanning 530006, ChinaTo expand the information of nest individuals, the idea of complex-valued encoding is used in cuckoo search (PCS); the gene of individuals is denoted by plurality, so a diploid swarm is structured by a sequence plurality. The value of independent variables for objective function is determined by modules, and a sign of them is determined by angles. The position of nest is divided into two parts, namely, real part gene and imaginary gene. The updating relation of complex-valued swarm is presented. Six typical functions are tested. The results are compared with cuckoo search based on real-valued encoding; the usefulness of the proposed algorithm is verified.http://dx.doi.org/10.1155/2013/597803 |
| spellingShingle | Yongquan Zhou Hongqing Zheng A Novel Complex Valued Cuckoo Search Algorithm The Scientific World Journal |
| title | A Novel Complex Valued Cuckoo Search Algorithm |
| title_full | A Novel Complex Valued Cuckoo Search Algorithm |
| title_fullStr | A Novel Complex Valued Cuckoo Search Algorithm |
| title_full_unstemmed | A Novel Complex Valued Cuckoo Search Algorithm |
| title_short | A Novel Complex Valued Cuckoo Search Algorithm |
| title_sort | novel complex valued cuckoo search algorithm |
| url | http://dx.doi.org/10.1155/2013/597803 |
| work_keys_str_mv | AT yongquanzhou anovelcomplexvaluedcuckoosearchalgorithm AT hongqingzheng anovelcomplexvaluedcuckoosearchalgorithm AT yongquanzhou novelcomplexvaluedcuckoosearchalgorithm AT hongqingzheng novelcomplexvaluedcuckoosearchalgorithm |