A modified multi-criterion optimization genetic algorithm for order distribution in collaborative supply chain

Applied Mathematical Modelling

Volumn 37, Issue 14-15, 2013, Pages 7855-7864

  Zhang, Haixin ^a   Deng, Yong ^a,b   Chan, Felix T S ^c   Zhang, Xiaoge ^a  

^a SOUTHWEST UNIVERSITY   (China)

^b VANDERBILT UNIVERSITY   (United States)

^c HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

AHP; Collaborative supply chain; GA; Order distribution; TOPSIS

Indexed keywords

ANALYTIC HIERARCHY PROCESS; COMPETITION; GALLIUM; GENETIC ALGORITHMS; HIERARCHICAL SYSTEMS; NUMERICAL METHODS;

ANALYTIC HIERARCHY PROCESS (AHP); COLLABORATIVE SUPPLY CHAINS; GENETIC OPTIMIZATION; MULTI-CRITERION OPTIMIZATION; ORDER DISTRIBUTION; SUPPLY CHAIN COLLABORATION; TECHNIQUE FOR ORDER PREFERENCE BY SIMILARITY TO IDEAL SOLUTIONS; TOPSIS;

SUPPLY CHAINS;

EID: 84880619305     PISSN: 0307904X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apm.2013.05.021     Document Type: Article

References (30)

1. Beamon B.M. Supply chain design and analysis: models and methods. Int. J. Prod. Econ. 1998, 55:281-294.
2. Bowersox D.J., Closs D.J., Cooper M.B. Supply Chain Logistics Management 2002, McGraw-Hill, New York.
3. De Kok A., Graves S., Design Supply Chain Management: Coordination and Operation. Handbooks in Operations Research and Management Science 2003, vol. 11. Elsevier, Amsterdam.
4. Chung S.H., Chan F.T.S., Ip W.H. Minimization of order tardiness through collaboration strategy in multifactory production system. IEEE Syst. J. 2011, 5:40-49.
5. Chan F.T.S., Zhang T. The impact of collaborative transportation management on supply chain performance: a simulation approach. Expert Syst. Appl. 2011, 38:2319-2329.
6. Kumar V., Mishra N. A multi-agent self correcting architecture for distributed manufacturing supply chain. Syst. J. IEEE 2011, 5:6-15.
7. Yang W., Chan F., Kumar V. Optimizing replenishment polices using genetic algorithm for single-warehouse multi-retailer system. Expert Syst. Appl. 2012, 39:3081-3086.
8. Prakash A., Chan F.T., Liao H., Deshmukh S. Network optimization in supply chain: a kbga approach. Decis. Support Syst. 2012, 52:528-538.
9. Chan F.T.S., Chung S.H., Wadhwa S. A heuristic methodology for order distribution in a demand driven collaborative supply chain. Int. J. Prod. Res. 2004, 42:1-19.
10. Chan F.T., Chung S. A multi-criterion genetic algorithm for order distribution in a demand driven supply chain. Int. J. Comput. Integr. Manuf. 2004, 17:339-351.
11. Zhang X., Zhang Z., Zhang Y., Wei D., Deng Y. Route selection for emergency logistics management: a bio-inspired algorithm. Saf. Sci. 2013, 54:87-91.
12. Chan F.T.S., Choy K.L., Bibhushan A genetic algorithm-based scheduler for multiproduct parallel machine sheet metal job shop. Expert Syst. Appl. 2011, 38:8703-8715.
13. Chan F.T.S., Chung S., Chan L., Finke G., Tiwari M. Solving distributed fms scheduling problems subject to maintenance: genetic algorithms approach. Rob. Comput. Integr. Manuf. 2006, 22:493-504.
14. Chan F.T.S., Chung S., Choy K. Optimization of order fulfillment in distribution network problems. J. Intell. Manuf. 2006, 17:307-319.
15. Elsayed K., Lacor C., Cfd modeling, multi-objective optimization of cyclone geometry using desirability function, artificial neural networks and genetic algorithms. Appl. Math. Model. 2013, 37:5680-5704.
16. Soolaki M., Mahdavi I., Mahdavi-Amiri N., Hassanzadeh R., Aghajani A. A new linear programming approach and genetic algorithm for solving airline boarding problem. Appl. Math. Model. 2012, 36:4060-4072.
17. Chung S.H., Lau H.C.W., Chan F.T.S. A multi-criterion approach for order distribution in supply chain management. Int. J. Intell. Syst. Technol. Appl. 2009, 6:323-331.
18. T.L. Saaty, Analytic hierarchy process, Wiley Online Library, 1980.
19. Zhang Y., Deng X., Wei D., Deng Y. Assessment of e-commerce security using ahp and evidential reasoning. Expert Syst. Appl. 2012, 39:3611-3623.
20. Hwang C.L., Yoon K. Multiple Attribute Decision Making: Methods and Applications: A State-of-the-Art Survey 1981, Springer-Verlag.
21. Deng Y. Plant location selection based on fuzzy topsis. Int. J. Adv. Manuf. Technol. 2006, 28:839-844.
22. Thomas D.J., Griffin P.M. Coordinated supply chain management. Eur. J. Oper. Res. 1996, 94:1-15.
23. Lakhal S., Martel A., Kettani O., Oral M. On the optimization of supply chain networking decisions. Eur. J. Oper. Res. 2001, 129:259-270.
24. Mitchell M. An Introduction to Genetic Algorithms 1998, The MIT press.
25. Prakash A., Chan F.T.S., Deshmukh S.G. Fms scheduling with knowledge based genetic algorithm approach. Expert Syst. Appl. 2011, 38:3161-3171.
26. Deng Y., Chan F.T.S. A new fuzzy dempster mcdm method and its application in supplier selection. Expert Syst. Appl. 2011, 38:9854-9861.
27. Deng Y., Chan F.T.S., Wu Y., Wang D. A new linguistic mcdm method based on multiple-criterion data fusion. Expert Syst. Appl. 2011, 38:6985-6993.
28. Aho A.V., Hopcroft J.E. Design & Analysis of Computer Algorithms 1974, Pearson Education, India.
29. Baase S. Computer Algorithms: Introduction To Design & Analysis 2000, Pearson Education, India.
30. Zhang X., Deng Y., Chan F.T.S., Xu P., Mahadevan S., Hu Y. Ifsjsp: A novel methodology for the job-shop scheduling problem based on intuitionistic fuzzy sets. Int. J. Prod. Res. 2013, 10.1080/00207543.2013.793425.