Diet Generator for Elders using Cat Swarm Optimization and Wolf Search

被引:2
|
作者
Moldovan, D. [1 ]
Stefan, P. [1 ]
Vuscan, C. [1 ]
Chifu, V. R. [1 ]
Anghel, I. [1 ]
Cioara, T. [1 ]
Salomie, I. [1 ]
机构
[1] Tech Univ Cluj Napoca, Dept Comp Sci, Cluj Napoca, Romania
关键词
meals; diets; elders; Cat Swarm Optimization; Wolf Search; MALNUTRITION;
D O I
10.1007/978-3-319-52875-5_51
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This paper addresses the problem of the generation of a recommendation of five healthy meals for the elders for an entire day by taking into consideration their nutritional constraints and their dietary restrictions. This problem is modeled as an optimization problem and is solved by using the Cat Swarm Optimization (CSO) and the Wolf Search (WS) algorithms. These two algorithms were integrated in an experimental prototype that allows the elders to order foods daily. Finally, a series of experiments were conducted in order to determine which algorithm leads to a combination of food packets that best matches the nutritional constraints imposed by the nutritionist and the older adults preferences for nutrition, price, time and aspect.
引用
收藏
页码:238 / 243
页数:6
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