Bacterial Foraging Optimization Algorithm for Menu Planning

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...

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Main Authors: Betania Hernandez-Ocana, Oscar Chavez-Bosquez, Jose Hernandez-Torruco, Juana Canul-Reich, Pilar Pozos-Parra
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Metaheuristics
optimization
diet planning
healthy menus
mathematical modeling
Online Access:https://ieeexplore.ieee.org/document/8259247/
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spelling doaj-75bb7932ff1c4393aceaec94c018426b2021-03-29T20:38:57ZengIEEEIEEE 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
collection DOAJ
language English
format Article
sources DOAJ
author Betania Hernandez-Ocana
Oscar Chavez-Bosquez
Jose Hernandez-Torruco
Juana Canul-Reich
Pilar Pozos-Parra
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
author_facet Betania Hernandez-Ocana
Oscar Chavez-Bosquez
Jose Hernandez-Torruco
Juana Canul-Reich
Pilar Pozos-Parra
author_sort Betania Hernandez-Ocana
title Bacterial Foraging Optimization Algorithm for Menu Planning
title_short 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_sort bacterial foraging optimization algorithm for menu planning
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
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.
topic Metaheuristics
optimization
diet planning
healthy menus
mathematical modeling
url https://ieeexplore.ieee.org/document/8259247/
work_keys_str_mv AT betaniahernandezocana bacterialforagingoptimizationalgorithmformenuplanning
AT oscarchavezbosquez bacterialforagingoptimizationalgorithmformenuplanning
AT josehernandeztorruco bacterialforagingoptimizationalgorithmformenuplanning
AT juanacanulreich bacterialforagingoptimizationalgorithmformenuplanning
AT pilarpozosparra bacterialforagingoptimizationalgorithmformenuplanning
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