Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/13867
Title: Intelligent multi-objective decision-making model with RFID technology for production planning
Authors: Wong, WK 
Guo, ZX
Leung, SYS 
Keywords: Evolution strategy
Multi-objective order allocation
Pareto optimization
Production planning
Issue Date: 2013
Publisher: Elsevier
Source: International journal of production economics, 2014, v. 147, part. C, p. 647-658 How to cite?
Journal: International journal of production economics 
Abstract: A multi-objective production planning problem in the labor-intensive manufacturing industry is investigated. An intelligent and real-time multi-objective decision-making model is developed to provide timely and effective solutions for this problem by integrating RFID technology with intelligent optimization techniques, in which RFID technology is used to collect real-time production data, a novel (μ / ρ + λ)-evolution strategy process with self-adaptive population size and novel recombination operation is proposed and integrated with effective non-dominated sorting and pruning techniques to generate Pareto optimal solutions for real-world production. Experiments based on industrial data were conducted to evaluate the effectiveness of the proposed model. Experimental results show that the proposed model can effectively solve the investigated problem by providing production planning solutions superior to industrial solutions.
URI: http://hdl.handle.net/10397/13867
ISSN: 0925-5273
DOI: 10.1016/j.ijpe.2013.05.011
Appears in Collections:Journal/Magazine Article

Access
View full-text via PolyU eLinks SFX Query
Show full item record

SCOPUSTM   
Citations

12
Last Week
0
Last month
0
Citations as of Sep 23, 2017

WEB OF SCIENCETM
Citations

8
Last Week
0
Last month
1
Citations as of Sep 22, 2017

Page view(s)

54
Last Week
1
Last month
Checked on Sep 25, 2017

Google ScholarTM

Check

Altmetric



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.