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利用线性规划改善韩式外食菜单营养均衡的实用方法。

A practical solution to improve the nutritional balance of Korean dine-out menus using linear programming.

机构信息

1Industrial and Systems Management Engineering,Kyung Hee University,Gyeonggi-do,Republic of Korea.

2Industrial and Systems Engineering,KAIST,Daejeon,Republic of Korea.

出版信息

Public Health Nutr. 2019 Apr;22(6):957-966. doi: 10.1017/S1368980018004032. Epub 2019 Feb 15.

Abstract

OBJECTIVE

We analysed optimal nutrient levels using linear programming (LP) to reveal nutritional shortcomings of Korean dine-out meals and to stress the importance of fruits and dairy products for maintaining a healthy diet.

DESIGN

LP models that minimize deviation from recommended nutrient values were formulated to analyse deficiency or excess of nutrients under the best situation.

SETTING

Korean dine-out menus and nutritional information were taken from the nutrient composition tables for dine-out menus developed by the Ministry of Food and Drug Safety and the nutrient database from Computerized Analysis Program. Acceptable macronutrient distribution ranges of macronutrients such as carbohydrate, protein and fat, and recommended intake levels for energy, vitamins, minerals and cholesterol, by sex, were based on the Dietary Reference Intake for Koreans aged 30-49 years.ParticipantsOptimization was performed on selecting the optimal Korean meal combination.

RESULTS

LP optimization models showed that it is unlikely to satisfy all nutrient recommendations with any combination of dine-out menus. Specifically, meal combinations of Korean dine-out menus had high levels of Na and cholesterol and low levels of vitamins and minerals. Four formulations were considered to compare the effects of controlling Na and including fruit and dairy products. The unbalanced diet was resolved with extra consumption of fruits and dairy products.

CONCLUSIONS

The best meal combination in dine-out menus, even though the proportion and pairing of menus may be unrealistic, is not healthy, and thus one should consume fruits and dairy products to maintain a balanced diet.

摘要

目的

我们运用线性规划(LP)分析最佳营养水平,揭示韩式外出就餐饮食的营养缺陷,并强调水果和乳制品对维持健康饮食的重要性。

设计

我们制定了 LP 模型,使推荐营养素值的偏差最小化,以在最佳情况下分析营养素的不足或过剩。

设置

我们从食品药品安全部开发的外出就餐菜单营养素组成表和计算机分析程序的营养素数据库中获取韩式外出就餐菜单和营养信息。根据 30-49 岁韩国人的膳食参考摄入量,我们基于性别,确定了碳水化合物、蛋白质和脂肪等宏量营养素的可接受的宏量营养素分布范围以及能量、维生素、矿物质和胆固醇的推荐摄入量。

参与者

我们针对选择最佳韩式餐组合进行了优化。

结果

LP 优化模型表明,任何外出就餐菜单的组合都不太可能满足所有的营养建议。具体而言,韩式外出就餐菜单的组合中钠和胆固醇含量较高,而维生素和矿物质含量较低。我们考虑了四种配方来比较控制钠和包含水果和乳制品的效果。通过额外摄入水果和乳制品,可以解决饮食不均衡的问题。

结论

即使外出就餐菜单的组合比例和搭配不切实际,最佳的餐组合也不健康,因此人们应该食用水果和乳制品来保持均衡饮食。

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