A Standard Deviation Selection in Evolutionary Algorithm for Grouper Fish Feed Formulation
Malaysia is one of the major producer countries for fishery production due to its location in the equatorial environment. Grouper fish is one of the potential markets in contributing to the income of the country due to its desirable taste, high demand and high price. However, the demand of grouper...
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| Format: | Article |
| Language: | English |
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AIP Publishing
2016
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| Online Access: | http://eprints.intimal.edu.my/670/ http://eprints.intimal.edu.my/670/1/A%20Standard%20Deviation%20Selection%20in%20Evolutionary%20Algorithm.pdf |
| _version_ | 1848766535372374016 |
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| author | Soong, Cai Juan Razamin, Ramli Rosshairy, Abdul Rahman |
| author_facet | Soong, Cai Juan Razamin, Ramli Rosshairy, Abdul Rahman |
| author_sort | Soong, Cai Juan |
| building | INTI Institutional Repository |
| collection | Online Access |
| description | Malaysia is one of the major producer countries for fishery production due to its location in the equatorial
environment. Grouper fish is one of the potential markets in contributing to the income of the country due to its desirable
taste, high demand and high price. However, the demand of grouper fish is still insufficient from the wild catch. Therefore,
there is a need to farm grouper fish to cater to the market demand. In order to farm grouper fish, there is a need to have
prior knowledge of the proper nutrients needed because there is no exact data available. Therefore, in this study, primary
data and secondary data are collected even though there is a limitation of related papers and 30 samples are investigated by
using standard deviation selection in Evolutionary algorithm. Thus, this study would unlock frontiers for an extensive
research in respect of grouper fish feed formulation. Results shown that the fitness of standard deviation selection in
evolutionary algorithm is applicable. The feasible and low fitness, quick solution can be obtained. These fitness can be
further predicted to minimize cost in farming grouper fish. |
| first_indexed | 2025-11-14T11:52:41Z |
| format | Article |
| id | intimal-670 |
| institution | INTI International University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T11:52:41Z |
| publishDate | 2016 |
| publisher | AIP Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | intimal-6702017-01-24T08:32:14Z http://eprints.intimal.edu.my/670/ A Standard Deviation Selection in Evolutionary Algorithm for Grouper Fish Feed Formulation Soong, Cai Juan Razamin, Ramli Rosshairy, Abdul Rahman TA Engineering (General). Civil engineering (General) Malaysia is one of the major producer countries for fishery production due to its location in the equatorial environment. Grouper fish is one of the potential markets in contributing to the income of the country due to its desirable taste, high demand and high price. However, the demand of grouper fish is still insufficient from the wild catch. Therefore, there is a need to farm grouper fish to cater to the market demand. In order to farm grouper fish, there is a need to have prior knowledge of the proper nutrients needed because there is no exact data available. Therefore, in this study, primary data and secondary data are collected even though there is a limitation of related papers and 30 samples are investigated by using standard deviation selection in Evolutionary algorithm. Thus, this study would unlock frontiers for an extensive research in respect of grouper fish feed formulation. Results shown that the fitness of standard deviation selection in evolutionary algorithm is applicable. The feasible and low fitness, quick solution can be obtained. These fitness can be further predicted to minimize cost in farming grouper fish. AIP Publishing 2016 Article PeerReviewed text en http://eprints.intimal.edu.my/670/1/A%20Standard%20Deviation%20Selection%20in%20Evolutionary%20Algorithm.pdf Soong, Cai Juan and Razamin, Ramli and Rosshairy, Abdul Rahman (2016) A Standard Deviation Selection in Evolutionary Algorithm for Grouper Fish Feed Formulation. AIP Conference Proceedings, 1782 (1). ISSN 1551-7616 http://aip.scitation.org/doi/abs/10.1063/1.4966086 10.1063/1.4966086 |
| spellingShingle | TA Engineering (General). Civil engineering (General) Soong, Cai Juan Razamin, Ramli Rosshairy, Abdul Rahman A Standard Deviation Selection in Evolutionary Algorithm for Grouper Fish Feed Formulation |
| title | A Standard Deviation Selection in Evolutionary Algorithm
for Grouper Fish Feed Formulation |
| title_full | A Standard Deviation Selection in Evolutionary Algorithm
for Grouper Fish Feed Formulation |
| title_fullStr | A Standard Deviation Selection in Evolutionary Algorithm
for Grouper Fish Feed Formulation |
| title_full_unstemmed | A Standard Deviation Selection in Evolutionary Algorithm
for Grouper Fish Feed Formulation |
| title_short | A Standard Deviation Selection in Evolutionary Algorithm
for Grouper Fish Feed Formulation |
| title_sort | standard deviation selection in evolutionary algorithm
for grouper fish feed formulation |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://eprints.intimal.edu.my/670/ http://eprints.intimal.edu.my/670/ http://eprints.intimal.edu.my/670/ http://eprints.intimal.edu.my/670/1/A%20Standard%20Deviation%20Selection%20in%20Evolutionary%20Algorithm.pdf |