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

来源：

INTERNATIONAL CONFERENCE ON ADVANCEMENTS OF MEDICINE AND HEALTH CARE THROUGH TECHNOLOGY, MEDITECH 2016 | 2017年 / 59卷

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

页码：238 / 243

页数：6

共 50 条

[41] Binary optimization using hybrid particle swarm optimization and gravitational search algorithm
Mirjalili, Seyedali
Wang, Gai-Ge
Coelho, Leandro dos S.
NEURAL COMPUTING & APPLICATIONS, 2014, 25 (06): : 1423 - 1435
[42] Binary optimization using hybrid particle swarm optimization and gravitational search algorithm
Seyedali Mirjalili
Gai-Ge Wang
Leandro dos S. Coelho
Neural Computing and Applications, 2014, 25 : 1423 - 1435
[43] Research on Search Algorithm Using Particle Swarm Optimization with Virtual Pheromone for Swarm Robots
Inahara, Hiroto
Motoi, Naoki
IEEJ JOURNAL OF INDUSTRY APPLICATIONS, 2022, 11 (04) : 634 - 642
[44] A Hybrid Cat Swarm Optimization - Crow Search Algorithm for Vehicle Routing Problem with Time Windows
Pratiwi, Asri Bekti
2017 2ND INTERNATIONAL CONFERENCES ON INFORMATION TECHNOLOGY, INFORMATION SYSTEMS AND ELECTRICAL ENGINEERING (ICITISEE): OPPORTUNITIES AND CHALLENGES ON BIG DATA FUTURE INNOVATION, 2017, : 364 - 368
[45] A pitch distribution in slow-wave structure of STWT using Cauchy mutated cat swarm optimization with gravitational search operator
Zhao, Dongming
Xia, Kewen
Liu, Huijuan
Shi, Xiaoxu
JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2018, 41 (04) : 297 - 307
[46] Sensorless MPPT Controller using Particle Swarm and Grey Wolf Optimization for Wind Turbines
Ali, Youssef Ait
Ouassaid, Mohammed
PROCEEDINGS OF 2019 7TH INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC), 2019, : 247 - 253
[47] Fractional-Order Cat Swarm Optimization
Zhang, Yan
2016 12TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2016, : 191 - 197
[48] A hybrid cat swarm optimization algorithm for TSP
Wang, Song
Guo, Jianwen
Sun, Zhenzhong
Chen, Haibin
Li, Rongyong
Guo, Jianwen, 1600, Sila Science, University Mah Mekan Sok, No 24, Trabzon, Turkey (32): : 5739 - 5742
[49] An Improved Cat Swarm Optimization Algorithm for Clustering
Kumar, Yugal
Sahoo, G.
COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 1, 2015, 31 : 187 - 197
[50] Boolean Binary Cat Swarm Optimization Algorithm
Siqueira, Hugo
Figueiredo, Elliackin
Macedo, Mariana
Santana, Clodomir J., Jr.
Bastos-Filho, Carmelo J. A.
Gokhale, Anu A.
2018 IEEE LATIN AMERICAN CONFERENCE ON COMPUTATIONAL INTELLIGENCE (LA-CCI), 2018,

← 1 2 3 4 5 →