Human resource scheduling technology based on Improved Genetic Algorithm for pulse assembly beat balancing

Yaqi Cao, Aimin Wang*, Tao Ding

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, the balance problem of pulsating assembly line under mixed production mode is analyzed, which is decomposed into the balance problem within and between stations. On the basis of the balance between stations, the balance problem within stations is studied. Considering the versatility of personnel and the different characteristics of personnel's mastery of skills, the mathematical model is built with the goal of minimizing the total idle time of the assembly line. In view of the constructed mathematical model, An improved genetic algorithm based on two bit coding is proposed to solve the problem. Finally, an example is given to verify the effectiveness of the algorithm.

Original languageEnglish
Title of host publicationFifth International Conference on Computer Information Science and Artificial Intelligence, CISAI 2022
EditorsYuanchang Zhong
PublisherSPIE
ISBN (Electronic)9781510662520
DOIs
Publication statusPublished - 2023
Event5th International Conference on Computer Information Science and Artificial Intelligence, CISAI 2022 - Chongqing, China
Duration: 16 Sept 202218 Sept 2022

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume12566
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference5th International Conference on Computer Information Science and Artificial Intelligence, CISAI 2022
Country/TerritoryChina
CityChongqing
Period16/09/2218/09/22

Keywords

  • Assembly Line Balancing Problem
  • Genetic Algorithm
  • Pulsating Assembly Line
  • human resources

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