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Bacterial Foraging Optimization Algorithm for Menu Planning

delete2018-01-01
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OA
AI
B
Betania Hernández-Ocaña
O
Oscar Chávez-Bosquez
J
José Hernández-Torruco *
J
Juana Canul-Reich
P
Pilar Pozos-Parra
DOI:10.1109/ACCESS.2018.2794198delete
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Abstract

Abstract

En 中文
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.
Keywords:
Metaheuristics
optimization
diet planning
healthy menus
mathematical modeling
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Journal

IEEE Access cover
IEEE Access
IF:
3.6
Papers:
9.8W
Citations:
29.4W

Organization

U
universidad juarez autonoma de tabasco
Scholars:
918
Papers: 515
Citations: 0