Design and Optimization of Performance Appraisal Management System in Higher Vocational Colleges Based on Genetic Algorithm

Higher vocational education is an important part of higher education in China. It is an education that closely integrates theory with practice. Its goal is to cultivate application-oriented and skilled talents with comprehensive ability who can directly conduct production and management on the front line. Performance appraisal is an evaluation method that has been verified for a long time. Its main content is to use systematic theory and technology to conduct a comprehensive qualitative and quantitative evaluation of employees' work achievements and work efficiency, which is a key measure widely used in today's management work. In this paper, analytic hierarchy process (AHP) is used to analyze and solve the weight of each index in the system. Because the set judgment matrix always does not meet the consistency, it needs to be reset, which reduces the practicability of AHP. To solve this problem, genetic algorithm is used to improve the analytic hierarchy process and simplify the setting process of judgment matrix. In the experimental process of the algorithm, aiming at the premature problem of genetic algorithm, the simulated annealing algorithm is added to improve it.

Authors

Institutions

Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1109/icdacai65086.2024.00170
Primary Topic
Quality and Supply Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Design and Optimization of Performance Appraisal Management System in Higher Vocational Colleges Based on Genetic Algorithm

Yu Guo, Jinwu He, Yuanyuan Li, Hongbo Zhu
1 links
Quality and Supply Management
article

Design and Optimization of Performance Appraisal Management System in Higher Vocational Colleges Based on Genetic Algorithm

Yu Guo, Jinwu He, Yuanyuan Li, Hongbo Zhu
article en

Abstract

Higher vocational education is an important part of higher education in China. It is an education that closely integrates theory with practice. Its goal is to cultivate application-oriented and skilled talents with comprehensive ability who can directly conduct production and management on the front line. Performance appraisal is an evaluation method that has been verified for a long time. Its main content is to use systematic theory and technology to conduct a comprehensive qualitative and quantitative evaluation of employees' work achievements and work efficiency, which is a key measure widely used in today's management work. In this paper, analytic hierarchy process (AHP) is used to analyze and solve the weight of each index in the system. Because the set judgment matrix always does not meet the consistency, it needs to be reset, which reduces the practicability of AHP. To solve this problem, genetic algorithm is used to improve the analytic hierarchy process and simplify the setting process of judgment matrix. In the experimental process of the algorithm, aiming at the premature problem of genetic algorithm, the simulated annealing algorithm is added to improve it.

Sanya University (CN)
Openalex Percentile: Top 59%
Quality and Supply Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.