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| Virus monkey algorithm for optimal sensor placement |
| Received:December 27, 2012 Revised:April 12, 2013 |
| View Full Text View/Add Comment Download reader |
| DOI：10.7511/jslx201403001 |
| KeyWord:optimal sensor placement monkey algorithm virus infections mechanism Dalian international trade mansion |
| Author | Institution |
| 伊廷华 |
大连理工大学 建设工程学部 土木工程学院, 大连 |
| 张旭东 |
大连理工大学 建设工程学部 土木工程学院, 大连 |
| 李宏男 |
大连理工大学 建设工程学部 土木工程学院, 大连 |
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| Abstract: |
| The virus monkey algorithm (VMA) for optimal sensor placement (OSP) is proposed by introducing the virus infections mechanism into the monkey algorithm (MA).The dual-structure coding method is used to overcome that the original MA can only solve the optimization of continuous variables.The monkey is infected by the introduced biological virus mechanism,then to realize the exchange of information between the monkey individuals vertically and horizontally by the collaboration of viruses and monkey,so as to maintain the diversity of individuals,which can greatly improve the capability of local search.Furthermore,the monkey should be continuously classified and infected by the big virus and small virus,which can enhance the search accuracy.Finally,the parametric sensitivity analysis and OSP is done on the Dalian international trade mansion.The results show that the search efficiency of the VMA greatly increases compared with the original MA,which can better solve the OSP problem. |
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