A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation
The development of feed formulation is essentially a problem of optimization which involves selecting the best alternative, starting from a specified set of possibilities. This study is aimed at developing a generic decision supporting system for optimizing the poultry feed production through the ap...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | en |
| Published: |
Citefactor
2016
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/31441/1/a-multicriteria-proximal-bundlebased-optimization-approach-to-chickmash-feed-formulation-.pdf http://umpir.ump.edu.my/id/eprint/31441/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1831527949413646336 |
|---|---|
| author | Abayomi, Olalere Olusegun Ruth, Alara Oluwaseun Bala, Mohamed Saad Twibi, Mohamed Farag |
| author_facet | Abayomi, Olalere Olusegun Ruth, Alara Oluwaseun Bala, Mohamed Saad Twibi, Mohamed Farag |
| author_sort | Abayomi, Olalere Olusegun |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | The development of feed formulation is essentially a problem of optimization which involves selecting the best alternative, starting from a specified set of possibilities. This study is aimed at developing a generic decision supporting system for optimizing the poultry feed production through the application of multi-objective proximal bundle approach, taking into consideration the energy optimization, limiting the amino acid variation and providing a least cost of production. A non-differentiable interactive multi-objective bundle-based optimization method was used in solving this problem. This technique provided a wide range of alternatives choices for the decision maker to formulate an effective and optimum feed that will minimize the costs, achieve more balanced ration, limit the methionine variation for growth, and optimize the metabolized energy based on feed at his/her disposal. The algorithm of this method is based on the objective functions classification. According to this classification, a new (multi-objective) optimization problem was formed and solved by a Multi-objective Proximal Bundle method. The method in turn generated different alternative formulations from which the decision maker arrived at the final decision |
| format | Article |
| id | my.ump.umpir.31441 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2016 |
| publisher | Citefactor |
| record_format | eprints |
| spelling | my.ump.umpir.314412021-05-21T02:29:29Z http://umpir.ump.edu.my/id/eprint/31441/ A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation Abayomi, Olalere Olusegun Ruth, Alara Oluwaseun Bala, Mohamed Saad Twibi, Mohamed Farag TP Chemical technology The development of feed formulation is essentially a problem of optimization which involves selecting the best alternative, starting from a specified set of possibilities. This study is aimed at developing a generic decision supporting system for optimizing the poultry feed production through the application of multi-objective proximal bundle approach, taking into consideration the energy optimization, limiting the amino acid variation and providing a least cost of production. A non-differentiable interactive multi-objective bundle-based optimization method was used in solving this problem. This technique provided a wide range of alternatives choices for the decision maker to formulate an effective and optimum feed that will minimize the costs, achieve more balanced ration, limit the methionine variation for growth, and optimize the metabolized energy based on feed at his/her disposal. The algorithm of this method is based on the objective functions classification. According to this classification, a new (multi-objective) optimization problem was formed and solved by a Multi-objective Proximal Bundle method. The method in turn generated different alternative formulations from which the decision maker arrived at the final decision Citefactor 2016-08-09 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/31441/1/a-multicriteria-proximal-bundlebased-optimization-approach-to-chickmash-feed-formulation-.pdf Abayomi, Olalere Olusegun and Ruth, Alara Oluwaseun and Bala, Mohamed Saad and Twibi, Mohamed Farag (2016) A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation. Research & Reviews: Journal of Agriculture and Allied Sciences, 5 (1). pp. 1-8. ISSN 2347-226X. (Published) |
| spellingShingle | TP Chemical technology Abayomi, Olalere Olusegun Ruth, Alara Oluwaseun Bala, Mohamed Saad Twibi, Mohamed Farag A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation |
| title | A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation |
| title_full | A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation |
| title_fullStr | A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation |
| title_full_unstemmed | A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation |
| title_short | A multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation |
| title_sort | multi-criteria proximal bundle-based optimization approach to chick-mash feed formulation |
| topic | TP Chemical technology |
| url | http://umpir.ump.edu.my/id/eprint/31441/1/a-multicriteria-proximal-bundlebased-optimization-approach-to-chickmash-feed-formulation-.pdf http://umpir.ump.edu.my/id/eprint/31441/ |
| url_provider | http://umpir.ump.edu.my/ |