An Optimization Design Method of Cloud Manufacturing Service Process Based on Improved Artificial Bee Colony Algorithm

Qingxue Liu, Yanxia Sun, Xia Wang, Yan Wang, Yuqing Tian

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

Abstract

To improve the generation efficiency and quality of the optimal cloud manufacturing service process, a cloud manufacturing service process optimization method based on the improved artificial bee colony algorithm is proposed. A service process response architecture oriented service clusters is constructed, which reduces the searching space by clustering similar services into a same group. An improved artificial bee colony algorithm is designed to improve the quality of service composition. Experiment results show that the optimal quality of cloud manufacturing service process generated by the proposed method is better than the state-of-art service process optimization algorithms.

Original languageEnglish
Title of host publicationCSSE 2022 - 2022 5th International Conference on Computer Science and Software Engineering
Subtitle of host publicationConference Proceedings
PublisherAssociation for Computing Machinery
Pages17-21
Number of pages5
ISBN (Electronic)9781450397780
DOIs
Publication statusPublished - 21 Oct 2022
Event5th International Conference on Computer Science and Software Engineering, CSSE 2022 - Guilin, China
Duration: 21 Oct 202223 Oct 2022

Publication series

NameACM International Conference Proceeding Series

Conference

Conference5th International Conference on Computer Science and Software Engineering, CSSE 2022
Country/TerritoryChina
CityGuilin
Period21/10/2223/10/22

Keywords

  • artificial bee colony algorithm
  • cloud manufacturing
  • service cluster
  • service composition

ASJC Scopus subject areas

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

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