使用多样化的环境搜索方法对贫血患者的食品成分进行优化

M. Misdram, A. Cahyono
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引用次数: 0

摘要

摘要:缺血或贫血是机体缺乏健康红细胞或红细胞功能不正常的一种状况。贫血被定义为血液中血红蛋白(Hb)浓度低(WHO, 2015)。贫血是贫血的问题之一,通常发生在红细胞数量少于正常或由于血液中血红蛋白浓度低时(Depkes, 2008)。贫血患者要想过上健康的生活,其中一项努力就是根据需要注意健康食品的消费。通过关注食物中铁含量的高低来确定食物的成分,可以采用可变邻域搜索(VNS)方法。本研究使用的数据是100种食物数据和按年龄和性别划分的营养需求数据。VNS有几个阶段,即在生成初始解后进行抖动阶段,局部搜索。测试结果表明,从准则值可以看出平均适应度结果。过多的本地搜索数量并不能保证解决方案具有最佳适应度,但是大量的本地搜索可以提供更广泛的搜索机会。研究的结果是通过接近贫血患者的营养需求来优化患者选择的食物成分。关键词:贫血,食物成分,变量邻域搜索
本文章由计算机程序翻译,如有差异,请以英文原文为准。
OPTIMASI KOMPOSISI MAKANAN UNTUK PENDERITA ANEMIA MENGGUNAKAN METODE VARIABLE NEIGHBORHOOD SEARCH
Abstract: Lack of blood or anemia is a condition when the body lacks healthy red blood cells or when red blood cells do not function properly. Anemia is defined as a low concentration of hemoglobin (Hb) in the blood (WHO, 2015). Anemia is one of the problems with anemia that commonly occurs when the number of erythrocytes is less than normal or due to low hemoglobin concentrations in the blood (Depkes, 2008). One of the efforts to live a healthy life in patients with anemia is to pay attention to the consumption of healthy foods as needed. The composition of food by paying attention to the level of iron content in food can be done using the Variable Neighborhood Search (VNS) method. The data used in this study are 100 food data and data on nutritional needs according to age and gender. VNS has several stages, namely after generating the initial solution then doing the shaking stage, local search. The test results show that the average fitness results are seen from the criteria values. The number of local searches that are too many does not guarantee a solution with the best fitness, but a large number of local searches can provide wider search opportunities. The results of the study were in the form of optimizing the composition of food that had been selected by the patient by approaching the nutritional needs of the anemic patient.Keywords: Anemia, Food Composition, Variable Neighborhood Search
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