CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 13261 > Article
Paper
27 September 2024 Research on dynamic flexible job shop scheduling problem based on discrete particle swarm optimization with readjustment strategy
Qi Zhang, Bin Zhang
Author Affiliations +
Proceedings Volume 13261, Tenth International Conference on Mechanical Engineering, Materials, and Automation Technology (MMEAT 2024); 132614G (2024) https://doi.org/10.1117/12.3046596
Event: 10th International Conference on Mechanical Engineering, Materials, and Automation Technology (MMEAT 2024), 2024, Wuhan, China
Abstract
This paper which is based on previous research proposes a scheduling algorithm which contains Discrete Particle Swarm Optimization and readjustment strategy (RS-DPSO) for dynamic flexible job shop scheduling problems (DFJSP) taking into the new workpieces arrival. This proposed algorithm divides FJSP in dynamic environment into several continuous scheduling subintervals and sets readjustment mechanism which is activated when the new workpieces arrives. DPSO algorithm is used to obtain the appropriate scheduling scheme which meets the requirements of dynamic environment for every subintervals. The feasibility and effectiveness of the proposed algorithm is verified by applying it to a practical case for the DFJSP taking into the new workpieces arrival.
(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Qi Zhang and Bin Zhang "Research on dynamic flexible job shop scheduling problem based on discrete particle swarm optimization with readjustment strategy", Proc. SPIE 13261, Tenth International Conference on Mechanical Engineering, Materials, and Automation Technology (MMEAT 2024), 132614G (27 September 2024); https://doi.org/10.1117/12.3046596
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 5 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Particle swarm optimization
Particles
Genetic algorithms
Mathematical optimization
MATLAB
Mechanical engineering
Transform theory
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top