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 all nutrition...

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Veröffentlicht in:IEEE access 2018-01, Vol.6, p.8619-8629
Hauptverfasser: Hernandez-Ocana, Betania, Chavez-Bosquez, Oscar, Hernandez-Torruco, Jose, Canul-Reich, Juana, Pozos-Parra, Pilar
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Design optimization
diet planning
healthy menus
Linear programming
Mathematical model
mathematical modeling
Mathematical models
Metaheuristics
Microorganisms
Nutrition
Optimization
Optimization algorithms
Planning
Proteins
User satisfaction
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Beschreibung
Zusammenfassung: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.
ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2018.2794198