Solving a Closed-Loop Location-Inventory-Routing Problem with Mixed Quality Defects Returns in E-Commerce by Hybrid Ant Colony Optimization Algorithm

Discrete Dynamics in Nature and Society

Volumn 2016, Issue , 2016, Pages

  Deng, Shuai ^a,b   Li, Yanhui ^a   Guo, Hao ^a   Liu, Bailing ^a  

^a CENTRAL CHINA NORMAL UNIVERSITY   (China)

^b HUNAN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84982856719     PISSN: 10260226     EISSN: 1607887X     Source Type: Journal    
DOI: 10.1155/2016/6467812     Document Type: Article

References (37)

1. "Ecommerce sales worldwide reach $1. 471 trillion in 2014, " http://www. emarketer. com/Article/Worldwide-Ecommerce-Sales-Increase-Nearly-20-2014/1011039.
2. J. MostardandR. Teunter, "Thenewsboyproblemwithresalable returns: A single periodmodel and case study, " European Journal of Operational Research, vol. 169, no. 1, pp. 81-96, 2006.
3. F. Zeng, Y. Chi, and J. Zheng, "The newsvendor problem with different delivery time, resalable returns, and an additional order, " Mathematical Problems in Engineering, vol. 2015, Article ID 505268, 10 pages, 2015.
4. R. H. Ballou, Business LogisticsManagement, PrenticeHall, New York, NY, USA, 1992.
5. J. Perl and S. Sirisoponsilp, "Distribution networks: facility location, transportation and inventory, " International Journal of PhysicalDistribution&MaterialsManagement, vol. 18, no. 6, pp. 18-26, 1988.
6. R. H. Ballou and J. M. Masters, "Commercial software for locating warehoused and other facilities, " Journal of Business Logistics, vol. 14, no. 2, pp. 70-107, 1993.
7. S. J. Erlebacher and R. D. Meller, "The interaction of location and inventory in designing distribution systems, " IIE Transactions, vol. 32, no. 2, pp. 155-166, 2000.
8. M. S. Daskin, C. R. Coullard, and Z. J. Shen, "An inventorylocation model: formulation, solution algorithm and computational results, " Annals of Operations Research, vol. 110, no. 1-4, pp. 83-106, 2002.
9. Z.-J. M. Shen, C. Coullard, and M. S. Daskin, "A joint locationinventory model, " Transportation Science, vol. 37, no. 1, pp. 40-55, 2003.
10. S.-H. Liao, C.-L. Hsieh, and P.-J. Lai, "An evolutionary approach for multi-objective optimization of the integrated locationinventory distribution network problem in vendor-managed inventory, " Expert Systems with Applications, vol. 38, no. 6, pp. 6768-6776, 2011.
11. A. Balakrishnan, J. E. Ward, and R. T. Wong, "Integrated facility location and vehicle routing models: recent work and future prospects, " American Journal ofMathematical andManagement Sciences, vol. 7, no. 1-2, pp. 35-61, 1987.
12. H. Min, V. Jayaraman, and R. Srivastava, "Combined locationrouting problems: A synthesis and future research directions, " European Journal of Operational Research, vol. 108, no. 1, pp. 1-15, 1998.
13. G. Nagy and S. Salhi, "Location-routing: issues, models and methods, " European Journal ofOperational Research, vol. 177, no. 2, pp. 649-672, 2007.
14. L. M. A. Chan, A. Federgruen, and D. Simchi-Levi, "Probabilistic analyses and practical algorithms for inventory-routing models, " Operations Research, vol. 46, no. 1, pp. 96-106, 1998.
15. A. J. Kleywegt, V. S. Nori, and M. W. P. Savelsbergh, "The stochastic inventory routing problem with direct deliveries, " Transportation Science, vol. 36, no. 1, pp. 94-118, 2002.
16. D. Adelman, "A price-directed approach to stochastic inventory/ routing, " Operations Research, vol. 52, no. 4, pp. 499-514, 2004.
17. N. H. Moin and S. Salhi, "Inventory routing problems: A logistical overview, " Journal of the Operational Research Society, vol. 58, no. 9, pp. 1185-1194, 2007.
18. S. C. Liu and S. B. Lee, "A two-phase heuristic method for the multi-depot location routing problem taking inventory control decisions into consideration, " International Journal of Advanced Manufacturing Technology, vol. 22, no. 11, pp. 941-950, 2003.
19. S. C. Liu and C. C. Lin, "A heuristic method for the combined location routing and inventory problem, " International Journal of Advanced Manufacturing Technology, vol. 26, no. 4, pp. 372-381, 2005.
20. Z.-J. M. Shen and L. Qi, "Incorporating inventory and routing costs in strategic location models, " European Journal of Operational Research, vol. 179, no. 2, pp. 372-389, 2007.
21. A. A. Javid and N. Azad, "Incorporating location, routing and inventory decisions in supply chain network design, " Transportation Research Part E: Logistics and Transportation Review, vol. 46, no. 5, pp. 582-597, 2010.
22. A. Ahmadi-Javid and A. H. Seddighi, "A location-routinginventory model for designing multisource distribution networks, " Engineering Optimization, vol. 44, no. 6, pp. 637-656, 2012.
23. W. J. Guerrero, C. Prodhon, N. Velasco, and C. A. Amaya, "Hybrid heuristic for the inventory location-routing problem with deterministic demand, " International Journal of Production Economics, vol. 146, no. 1, pp. 359-370, 2013.
24. Y. Zhang, M. Y. Qi, L. X. Miao, and E. Liu, "Hybrid metaheuristic solutions to inventory location routing problem, " Transportation Research Part E: Logistics and Transportation Review, vol. 70, no. 1, pp. 305-323, 2014.
25. N. Nekooghadirli, R. Tavakkoli-Moghaddam, V. R. Ghezavati, and S. Javanmard, "Solving a new bi-objective locationrouting-inventory problem in a distribution network by metaheuristics, " Computers and Industrial Engineering, vol. 76, no. 1, pp. 204-221, 2014.
26. W. J. Guerrero, C. Prodhon, N. Velasco, and C. A. Amaya, "A relax-and-price heuristic for the inventory-location-routing problem, " International Transactions in Operational Research, vol. 22, no. 1, pp. 129-148, 2015.
27. Y. H. Li, H. Guo, L. Wang, and J. Fu, "Ahybridgenetic-simulated annealing algorithm for the location-inventory-routing problem considering returns under E-supply chain environment, " The Scientific World Journal, vol. 2013, Article ID 125893, 10 pages, 2013.
28. B. L. Liu, H. Chen, Y. H. Li, and X. Liu, "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, Article ID 586581, 15 pages, 2015.
29. J. A. Petersen and V. Kumar, "Perceived risk, product returns, and optimal resource allocation: evidence from a field experiment, " Journal ofMarketing Research, vol. 52, no. 2, pp. 268-285, 2015.
30. Y. Niu, S. Wang, J. He, and J. Xiao, "Anovelmembrane algorithm for capacitated vehicle routing problem, " SoftComputing, vol. 19, no. 2, pp. 471-482, 2014.
31. M. Ball, L. Bodin, and R. Dial, "A matching based heuristic for scheduling mass transit crews and vehicles, " Transportation Science, vol. 17, no. 1, pp. 4-31, 1983.
32. M. Dror, G. Laporte, and P. Trudeau, "Vehicle routing with stochastic demands: properties and solution frameworks, " Transportation Science, vol. 23, no. 3, pp. 166-176, 1989.
33. Y. Dumas, J. Desrosiers, and F. Soumis, "The pickup and delivery problem with time windows, " European Journal of Operational Research, vol. 54, no. 1, pp. 7-22, 1991.
34. M. Dorigo and L. M. Gambardella, "Ant colony system: A cooperative learning approach to the traveling salesman problem, " IEEE Transactions on Evolutionary Computation, vol. 1, no. 1, pp. 53-66, 1997.
35. K. Dervis and B. Bahriye, "A powerful and efficient algorithmfor numerical function optimization: Artificial bee colony (ABC) algorithm, " Journal of Global Optimization, vol. 39, no. 3, pp. 459-471, 2007.
36. "Location-Routing Problems (LRP), " http://sweet. ua. pt/ iscf143/ private/SergioBarreto HomePage. htm.
37. L. Wang, Y. Shi, and S. Liu, "An improved fruit fly optimization algorithm and its application to joint replenishment problems, " Expert Systems with Applications, vol. 42, no. 9, pp. 4310-4323, 2015.