Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer
The DNA code words designing is a multi-criteria combinatorial optimization task. The designed words should be as unique as possible, thermodynamically stable, non-self hybridized, non-cross hybridized with others and have good chemical properties. In this paper, the DNA words designing approach imp...
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| Format: | Proceeding |
| Language: | English |
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IEEE
2012
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| Online Access: | http://ir.unimas.my/id/eprint/2742/ http://ir.unimas.my/id/eprint/2742/1/stamp.jsp_arnumber%3D06256500%26tag%3D1 |
| _version_ | 1848835058280955904 |
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| author | Selvan, K.V Muhammad, M.S Masra, S.M.W |
| author_facet | Selvan, K.V Muhammad, M.S Masra, S.M.W |
| author_sort | Selvan, K.V |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | The DNA code words designing is a multi-criteria combinatorial optimization task. The designed words should be as unique as possible, thermodynamically stable, non-self hybridized, non-cross hybridized with others and have good chemical properties. In this paper, the DNA words designing approach implied concurrent minimizations of four objective functions, H-measure, similarity, hairpin and continuity. The designations is subjected to a predefine range of melting temperature and GC-content. A novel multi-population optimizer, M-VEDEPSO, is employed to design sets of DNA strands. The algorithm runs for 10 times and as a result, each population has lower average fitness values compared to the fitness values obtained using the conventional VEDEPSO algorithm. The results obtained from the algorithm are indicated by 12 randomly selected non-dominated particles/individuals. These solutions are obtained via Pareto dominance concepts. |
| first_indexed | 2025-11-15T06:01:50Z |
| format | Proceeding |
| id | unimas-2742 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:01:50Z |
| publishDate | 2012 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-27422015-03-24T00:57:01Z http://ir.unimas.my/id/eprint/2742/ Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer Selvan, K.V Muhammad, M.S Masra, S.M.W TK Electrical engineering. Electronics Nuclear engineering The DNA code words designing is a multi-criteria combinatorial optimization task. The designed words should be as unique as possible, thermodynamically stable, non-self hybridized, non-cross hybridized with others and have good chemical properties. In this paper, the DNA words designing approach implied concurrent minimizations of four objective functions, H-measure, similarity, hairpin and continuity. The designations is subjected to a predefine range of melting temperature and GC-content. A novel multi-population optimizer, M-VEDEPSO, is employed to design sets of DNA strands. The algorithm runs for 10 times and as a result, each population has lower average fitness values compared to the fitness values obtained using the conventional VEDEPSO algorithm. The results obtained from the algorithm are indicated by 12 randomly selected non-dominated particles/individuals. These solutions are obtained via Pareto dominance concepts. IEEE 2012 Proceeding NonPeerReviewed text en http://ir.unimas.my/id/eprint/2742/1/stamp.jsp_arnumber%3D06256500%26tag%3D1 Selvan, K.V and Muhammad, M.S and Masra, S.M.W (2012) Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer. In: WCCI 2012 IEEE World Congress on Computational Intelligence, une, 10-15, 2012. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=06256500 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Selvan, K.V Muhammad, M.S Masra, S.M.W Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer |
| title | Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer |
| title_full | Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer |
| title_fullStr | Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer |
| title_full_unstemmed | Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer |
| title_short | Ensemble of DNA Letters for the Design of Unique DNA Library Using a Modified Version of Multi-criteria VEDEPSO Optimizer |
| title_sort | ensemble of dna letters for the design of unique dna library using a modified version of multi-criteria vedepso optimizer |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://ir.unimas.my/id/eprint/2742/ http://ir.unimas.my/id/eprint/2742/ http://ir.unimas.my/id/eprint/2742/1/stamp.jsp_arnumber%3D06256500%26tag%3D1 |