Hybrid Particle Swarm and Differential Evolution Algorithm for Solving Multimode Resource-Constrained Project Scheduling Problem
Joint Authors
Zhang, Lieping
Luo, Yingxiong
Zhang, Yu
Source
Journal of Control Science and Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-05
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Electronic engineering
Information Technology and Computer Science
Abstract EN
In order to find a feasible solution for the multimode resource-constrained project scheduling problem (MRCPSP), a hybrid of particle swarm optimization (PSO) and differential evolution (DE) algorithm is proposed in this paper.
The proposed algorithm uses a two-level coding structure.
The upper-level structure is coded for scheduling sequence, which is optimized by PSO algorithm.
The lower-level structure is coded for project execution mode, and DE algorithm is used to solve the optimal scheduling model.
The effectiveness and advantages of the proposed algorithm are illustrated by using the test function of project scheduling problem library (PSPLIB) and comparing with other scheduling methods.
The results show that the proposed algorithm can well solve MRCPSP.
American Psychological Association (APA)
Zhang, Lieping& Luo, Yingxiong& Zhang, Yu. 2015. Hybrid Particle Swarm and Differential Evolution Algorithm for Solving Multimode Resource-Constrained Project Scheduling Problem. Journal of Control Science and Engineering،Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1067814
Modern Language Association (MLA)
Zhang, Lieping…[et al.]. Hybrid Particle Swarm and Differential Evolution Algorithm for Solving Multimode Resource-Constrained Project Scheduling Problem. Journal of Control Science and Engineering No. 2015 (2015), pp.1-6.
https://search.emarefa.net/detail/BIM-1067814
American Medical Association (AMA)
Zhang, Lieping& Luo, Yingxiong& Zhang, Yu. Hybrid Particle Swarm and Differential Evolution Algorithm for Solving Multimode Resource-Constrained Project Scheduling Problem. Journal of Control Science and Engineering. 2015. Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1067814
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1067814