ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION
A real-coded genetic algorithm (RGA) approach with hybrid selection method to compute the optimal control and cost (fitness) of a single stage hybrid system is investigated. A typical numerical example is included to illustrate the efficacy of the proposed algorithm, which gives the better solution...
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| Format: | Article |
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WORLD SCIENTIFIC PUBL CO PTE LTD
2007
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| Online Access: | http://shdl.mmu.edu.my/3048/ |
| _version_ | 1848790219509202944 |
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| author | ARUMUGAM, M. SENTHIL RAO, M. V. C. |
| author_facet | ARUMUGAM, M. SENTHIL RAO, M. V. C. |
| author_sort | ARUMUGAM, M. SENTHIL |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | A real-coded genetic algorithm (RGA) approach with hybrid selection method to compute the optimal control and cost (fitness) of a single stage hybrid system is investigated. A typical numerical example is included to illustrate the efficacy of the proposed algorithm, which gives the better solution in comparison with forward algorithm. Several statistical tests are also carried out to prove the improved performance of the proposed algorithm. ANOVA test and t-test are also done to verify the betterment of the RGA with hybrid selection. From the experimental approach of the various proportion of the hybrid selection, the right proportions of the hybrid selection is identified and tested. |
| first_indexed | 2025-11-14T18:09:08Z |
| format | Article |
| id | mmu-3048 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:09:08Z |
| publishDate | 2007 |
| publisher | WORLD SCIENTIFIC PUBL CO PTE LTD |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-30482011-09-29T05:46:31Z http://shdl.mmu.edu.my/3048/ ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION ARUMUGAM, M. SENTHIL RAO, M. V. C. T Technology (General) QA75.5-76.95 Electronic computers. Computer science A real-coded genetic algorithm (RGA) approach with hybrid selection method to compute the optimal control and cost (fitness) of a single stage hybrid system is investigated. A typical numerical example is included to illustrate the efficacy of the proposed algorithm, which gives the better solution in comparison with forward algorithm. Several statistical tests are also carried out to prove the improved performance of the proposed algorithm. ANOVA test and t-test are also done to verify the betterment of the RGA with hybrid selection. From the experimental approach of the various proportion of the hybrid selection, the right proportions of the hybrid selection is identified and tested. WORLD SCIENTIFIC PUBL CO PTE LTD 2007-06 Article NonPeerReviewed ARUMUGAM, M. SENTHIL and RAO, M. V. C. (2007) ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION. International Journal of Information Technology & Decision Making, 06 (02). pp. 315-332. ISSN 0219-6220 http://dx.doi.org/10.1142/S0219622007002460 doi:10.1142/S0219622007002460 doi:10.1142/S0219622007002460 |
| spellingShingle | T Technology (General) QA75.5-76.95 Electronic computers. Computer science ARUMUGAM, M. SENTHIL RAO, M. V. C. ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION |
| title | ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION |
| title_full | ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION |
| title_fullStr | ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION |
| title_full_unstemmed | ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION |
| title_short | ON A CLASS OF HYBRID SYSTEMS VIA A NOVEL APPROACH FOR REAL-CODED GENETIC ALGORITHM WITH HYBRID SELECTION |
| title_sort | on a class of hybrid systems via a novel approach for real-coded genetic algorithm with hybrid selection |
| topic | T Technology (General) QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/3048/ http://shdl.mmu.edu.my/3048/ http://shdl.mmu.edu.my/3048/ |