Computation of Diet Composition for Patients Suffering from Kidney and Urinary Tract Diseases with the Fuzzy Genetic System

by   Sri Hartati, et al.

Determination of dietary food consumed a day for patients with diseases in general, greatly affect the health of the body and the healing process, is no exception for people with kidney disease and urinary tract. This paper presents the determination of diet composition in the form of food subtance for people with kidney and urinary tract diseases with a genetic fuzzy approach. This approach combines fuzzy logic and genetic algorithms, which utilizing fuzzy logic fuzzy tools and techniques to model the components of the genetic algorithm and adapting genetic algorithm control parameters, with the aim of improving system performance. The Mamdani fuzzy inference model and fuzzy rules based on population parameters and generation are used to determine the probability of crossover and mutation, and was using In this study, 400 food survey data along with their substances was used as test material. From the data, a varying amount of population is established. Each chromosome has 10 genes in which the value of each gene indicates the index number of foodstuffs in the database. The fuzzy genetic approach produces 10 best food substance and their compositions. The composition of these foods has nutritional value in accordance with the number of calories needed by people with kidney and urinary tract diseases by type of food.


page 3

page 7


Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic

This paper describes the design and development of a prototype technique...

Using Genetic Algorithms to Simulate Evolution

Evolution is the theory that plants and animals today have come from kin...

Image Contrast Enhancement using Fuzzy Technique with Parameter Determination using Metaheuristics

In this work, we have presented a way to increase the contrast of an ima...

Scheduling food industry system using fuzzy logic

In today's food industry, regardless if it is fast food or a sit down re...

Integrated Process Planning and Scheduling in Commercial Smart Kitchens

This paper describes the possibility of applying a generic, cloud-based ...

Fuzzy Dynamical Genetic Programming in XCSF

A number of representation schemes have been presented for use within Le...

Multimodal Biometric Authentication Using Choquet Integral and Genetic Algorithm

The Choquet integral is a tool for the information fusion that is very e...

Please sign up or login with your details

Forgot password? Click here to reset