Check patentability & draft patents in minutes with Patsnap Eureka AI!

Weight-losing exercise prescription generation method based on differential evolution algorithm

A differential evolution algorithm and exercise prescription technology, which is applied in calculation, health index calculation, computer components, etc., can solve the problem of not being able to recommend personalized exercise prescriptions, and achieve the effect of personalized formulation and guaranteed exercise effects

Pending Publication Date: 2021-07-23
XIAN UNIV OF TECH
View PDF2 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a method for generating weight loss exercise prescription based on differential evolution algorithm, which solves the problem in the prior art that individualized recommendation of exercise prescription cannot be made according to the physical condition of individuals

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Weight-losing exercise prescription generation method based on differential evolution algorithm
  • Weight-losing exercise prescription generation method based on differential evolution algorithm
  • Weight-losing exercise prescription generation method based on differential evolution algorithm

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0153] The basic information of the exerciser in this embodiment is gender: female, height: 160, age: 25, weight: 70KG, the heart function ability of the exerciser is obtained through measurement and calculation: 2, body shape: Y type, fat percentage: 34.4, body mass index BMI: 27.3, lung capacity: 3483, step test: 4, sitting and forward bending: 7, disease: chickenpox, sports preference: running, mountain climbing.

[0154] Step 1. Use the above attributes to perform clustering operations on the user information base. The k-means algorithm is used for clustering. The value of clustering k is 23, and the number of iterations is 500. Determine the category of the athlete in this embodiment, and obtain a type of user whose physical condition is similar to that of the athlete in this embodiment.

[0155] In step 2, the exercise effect E is calculated using the change degree of the exerciser's weight W, chest circumference C, waist circumference G, and hip circumference H. For th...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a weight-losing exercise prescription generation method based on a differential evolution algorithm, and the method specifically comprises the steps: 1, carrying out the clustering operation of a user information library, and determining a class of users with the physical quality similar to the physical quality of an exerciser; 2, calculating an exercise effect to obtain an exercise item set of a user similar to the exerciser; 3, filtering and screening the exercise item set to obtain a new exercise item set; 4, in combination with the exercise preferences of the user, selecting the exercise item with the best exercise effect from the exercise preferences of the user, and taking the selected exercise item as the finally determined exercise item; 5, determining the moving target of the user; 6, determining the range of motion parameters and the maximum motion consumption; 7, adopting a differential evolution algorithm to generate motion parameters of the weight-losing motion prescription; and 8, completing the generation of the weight-losing exercise prescription. The problem that in the prior art, exercise prescriptions cannot be recommended in a personalized mode according to the physical conditions of individuals is solved.

Description

technical field [0001] The invention belongs to the technical field of computer-generated exercise prescription methods, and relates to a weight-loss exercise prescription generation method based on a differential evolution algorithm. Background technique [0002] With the rise of emerging information technologies such as the Internet of Things, cloud computing, and artificial intelligence, the concept of "smart +" has also emerged and has become the focus of modern economic society. In modern society, the number of obese people is increasing. Medical research shows that obesity, especially severe obesity, is harmful to people's health. Therefore, how to prevent obesity and exercise to lose weight has attracted more and more attention. In order to achieve the effect of exercise to lose weight, it is necessary to adopt appropriate exercise items, exercise intensity, exercise time, and exercise frequency to achieve a certain negative balance between calorie intake and exerci...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/70G16H50/30G06K9/62
CPCG16H50/70G16H50/30G06F18/23213
Inventor 王磊张梦云
Owner XIAN UNIV OF TECH
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com