Evolutionary algorithm approach for solving animal diet formulation
One of the pillars in animal farming industries is formulation of food for the animal, which is also known as diet formulation.However, the feed component in the aquaculture industry incurs the most expensive operational cost, and has drawn many studies regarding diet formulation.Hence, this study a...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2015
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| Online Access: | https://repo.uum.edu.my/id/eprint/15567/1/PID032.pdf |
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| author | Abd Rahman, Rosshairy Ramli, Razamin Jamari, Zainoddin Ku-Mahamud, Ku Ruhana |
| author_facet | Abd Rahman, Rosshairy Ramli, Razamin Jamari, Zainoddin Ku-Mahamud, Ku Ruhana |
| author_sort | Abd Rahman, Rosshairy |
| collection | UUM |
| description | One of the pillars in animal farming industries is formulation of food for the animal, which is also known as diet formulation.However, the feed component in the aquaculture industry incurs the most expensive operational cost, and has drawn many studies regarding diet formulation.Hence, this study aims to solve animal diet formulation problem with ratio constraint using evolutionary algorithm approach.Actual data with 14 ingredients and 18 nutrients were taken into consideration.The result shows that evolutionary algorithm provides feasible solution in all runs. Experimentation on what-if scenario has proven that this evolutionary model is robust as it can adopt to changes in the parameter. |
| first_indexed | 2024-07-04T05:59:05Z |
| format | Conference or Workshop Item |
| id | uum-15567 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T05:59:05Z |
| publishDate | 2015 |
| record_format | dspace |
| spelling | uum-155672016-04-12T02:27:57Z https://repo.uum.edu.my/id/eprint/15567/ Evolutionary algorithm approach for solving animal diet formulation Abd Rahman, Rosshairy Ramli, Razamin Jamari, Zainoddin Ku-Mahamud, Ku Ruhana QA75 Electronic computers. Computer science One of the pillars in animal farming industries is formulation of food for the animal, which is also known as diet formulation.However, the feed component in the aquaculture industry incurs the most expensive operational cost, and has drawn many studies regarding diet formulation.Hence, this study aims to solve animal diet formulation problem with ratio constraint using evolutionary algorithm approach.Actual data with 14 ingredients and 18 nutrients were taken into consideration.The result shows that evolutionary algorithm provides feasible solution in all runs. Experimentation on what-if scenario has proven that this evolutionary model is robust as it can adopt to changes in the parameter. 2015-08-11 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/15567/1/PID032.pdf Abd Rahman, Rosshairy and Ramli, Razamin and Jamari, Zainoddin and Ku-Mahamud, Ku Ruhana (2015) Evolutionary algorithm approach for solving animal diet formulation. In: 5th International Conference on Computing and Informatics (ICOCI) 2015, 11-13 August 2015, Istanbul, Turkey. http://www.icoci.cms.net.my/proceedings/2015/TOC.html |
| spellingShingle | QA75 Electronic computers. Computer science Abd Rahman, Rosshairy Ramli, Razamin Jamari, Zainoddin Ku-Mahamud, Ku Ruhana Evolutionary algorithm approach for solving animal diet formulation |
| title | Evolutionary algorithm approach for solving animal diet formulation |
| title_full | Evolutionary algorithm approach for solving animal diet formulation |
| title_fullStr | Evolutionary algorithm approach for solving animal diet formulation |
| title_full_unstemmed | Evolutionary algorithm approach for solving animal diet formulation |
| title_short | Evolutionary algorithm approach for solving animal diet formulation |
| title_sort | evolutionary algorithm approach for solving animal diet formulation |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/15567/1/PID032.pdf |
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