A Pseudo-Parallel Genetic Algorithm Integrating Simulated Annealing for Stochastic Location-Inventory-Routing Problem with Consideration of Returns in E-Commerce
Joint Authors
Liu, Bailing
Chen, Hui
Liu, Xiang
Li, Yanhui
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-03-15
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Facility location, inventory control, and vehicle routes scheduling are three key issues to be settled in the design of logistics system for e-commerce.
Due to the online shopping features of e-commerce, customer returns are becoming much more than traditional commerce.
This paper studies a three-phase supply chain distribution system consisting of one supplier, a set of retailers, and a single type of product with continuous review (Q, r) inventory policy.
We formulate a stochastic location-inventory-routing problem (LIRP) model with no quality defects returns.
To solve the NP-hand problem, a pseudo-parallel genetic algorithm integrating simulated annealing (PPGASA) is proposed.
The computational results show that PPGASA outperforms GA on optimal solution, computing time, and computing stability.
American Psychological Association (APA)
Liu, Bailing& Chen, Hui& Li, Yanhui& Liu, Xiang. 2015. A Pseudo-Parallel Genetic Algorithm Integrating Simulated Annealing for Stochastic Location-Inventory-Routing Problem with Consideration of Returns in E-Commerce. Discrete Dynamics in Nature and Society،Vol. 2015, no. 2015, pp.1-15.
https://search.emarefa.net/detail/BIM-1060690
Modern Language Association (MLA)
Liu, Bailing…[et al.]. A Pseudo-Parallel Genetic Algorithm Integrating Simulated Annealing for Stochastic Location-Inventory-Routing Problem with Consideration of Returns in E-Commerce. Discrete Dynamics in Nature and Society No. 2015 (2015), pp.1-15.
https://search.emarefa.net/detail/BIM-1060690
American Medical Association (AMA)
Liu, Bailing& Chen, Hui& Li, Yanhui& Liu, Xiang. A Pseudo-Parallel Genetic Algorithm Integrating Simulated Annealing for Stochastic Location-Inventory-Routing Problem with Consideration of Returns in E-Commerce. Discrete Dynamics in Nature and Society. 2015. Vol. 2015, no. 2015, pp.1-15.
https://search.emarefa.net/detail/BIM-1060690
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1060690
