Bacterial Foraging Optimization Algorithm for Menu Planning
We propose a solution to the menu planning problem adapting the bacterial foraging-based optimization algorithm. We design a mathematical model which satisfies the nutritional needs of individuals while enforcing the “Laws of Nutrition”, a set of postulates used by virtually al...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8259247/ |
| _version_ | 1818853745249746944 |
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| author | Betania Hernandez-Ocana Oscar Chavez-Bosquez Jose Hernandez-Torruco Juana Canul-Reich Pilar Pozos-Parra |
| author_facet | Betania Hernandez-Ocana Oscar Chavez-Bosquez Jose Hernandez-Torruco Juana Canul-Reich Pilar Pozos-Parra |
| author_sort | Betania Hernandez-Ocana |
| collection | DOAJ |
| description | We propose a solution to the menu planning problem adapting the bacterial foraging-based optimization algorithm. We design a mathematical model which satisfies the nutritional needs of individuals while enforcing the “Laws of Nutrition”, a set of postulates used by virtually all nutrition scientists in Latin America. This model corresponds to a constrained numerical optimization problem. We design a menu generator software prototype to set up a custom menu for 15 users with different characteristics. Results obtained by our proposal were satisfactory from an expert's point of view. |
| first_indexed | 2024-12-19T07:41:42Z |
| format | Article |
| id | doaj.art-75bb7932ff1c4393aceaec94c018426b |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-19T07:41:42Z |
| publishDate | 2018-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-75bb7932ff1c4393aceaec94c018426b2022-12-21T20:30:27ZengIEEEIEEE Access2169-35362018-01-0168619862910.1109/ACCESS.2018.27941988259247Bacterial Foraging Optimization Algorithm for Menu PlanningBetania Hernandez-Ocana0https://orcid.org/0000-0001-5700-7615Oscar Chavez-Bosquez1https://orcid.org/0000-0002-0324-9886Jose Hernandez-Torruco2https://orcid.org/0000-0003-3146-9349Juana Canul-Reich3https://orcid.org/0000-0003-1893-1332Pilar Pozos-Parra4https://orcid.org/0000-0002-7617-7457División Académica de Informática y Sistemas, Universidad Juárez Autónoma de Tabasco, Cunduacán, MéxicoDivisión Académica de Informática y Sistemas, Universidad Juárez Autónoma de Tabasco, Cunduacán, MéxicoDivisión Académica de Informática y Sistemas, Universidad Juárez Autónoma de Tabasco, Cunduacán, MéxicoDivisión Académica de Informática y Sistemas, Universidad Juárez Autónoma de Tabasco, Cunduacán, MéxicoCentro de Innovación Social de Alto Impacto, Instituto Tecnológico de Estudios Superiores de Occidente, Tlaquepaque, MéxicoWe propose a solution to the menu planning problem adapting the bacterial foraging-based optimization algorithm. We design a mathematical model which satisfies the nutritional needs of individuals while enforcing the “Laws of Nutrition”, a set of postulates used by virtually all nutrition scientists in Latin America. This model corresponds to a constrained numerical optimization problem. We design a menu generator software prototype to set up a custom menu for 15 users with different characteristics. Results obtained by our proposal were satisfactory from an expert's point of view.https://ieeexplore.ieee.org/document/8259247/Metaheuristicsoptimizationdiet planninghealthy menusmathematical modeling |
| spellingShingle | Betania Hernandez-Ocana Oscar Chavez-Bosquez Jose Hernandez-Torruco Juana Canul-Reich Pilar Pozos-Parra Bacterial Foraging Optimization Algorithm for Menu Planning IEEE Access Metaheuristics optimization diet planning healthy menus mathematical modeling |
| title | Bacterial Foraging Optimization Algorithm for Menu Planning |
| title_full | Bacterial Foraging Optimization Algorithm for Menu Planning |
| title_fullStr | Bacterial Foraging Optimization Algorithm for Menu Planning |
| title_full_unstemmed | Bacterial Foraging Optimization Algorithm for Menu Planning |
| title_short | Bacterial Foraging Optimization Algorithm for Menu Planning |
| title_sort | bacterial foraging optimization algorithm for menu planning |
| topic | Metaheuristics optimization diet planning healthy menus mathematical modeling |
| url | https://ieeexplore.ieee.org/document/8259247/ |
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