Gene expression programming based due date assignment in a simulated job shop

Expert Systems with Applications

Volumn 36, Issue 10, 2009, Pages 12143-12150

  Baykasoǧlu, Adil ^a   Göçken, Mustafa ^a  

^a GAZIANTEP UNIVERSITY   (Turkey)

Author keywords

Due date assignment; Flowtime estimation; Gene expression programming; Simulation

Indexed keywords

DUE DATE ASSIGNMENT; FLOWTIME ESTIMATION; GENE EXPRESSION PROGRAMMING; GENETIC PROGRAMMING TECHNIQUE; JOB SHOP; MEAN PERCENT ERROR; MEAN TARDINESS; MULTI-STAGE; NEW APPROACHES; NEW MEMBERS; PERFORMANCE MEASUREMENTS; PRIMARY OBJECTIVE; SIMULATION; SIMULATION EXPERIMENTS; SIMULATION MODEL; TEST CONDITION;

BIOACTIVITY; GENE EXPRESSION; GENETIC PROGRAMMING;

SIMULATORS;

EID: 69249223037     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.03.061     Document Type: Article

References (31)

1. Anderson E.J., and Nyirenda J.C. Two new rules to minimize tardiness in a job shop. International Journal of Production Research 28 12 (1990) 2277-2292
2. Baker K.R. Sequencing rules and due date assignments in a job shop. Management Science 30 9 (1984) 1093-1104
3. Baker K.R., and Bertrand J.M.W. An investigation of due date assignment rules with constrained tightness. Journal of Operations Management 1 3 (1981) 109-120
4. Baker K.R., and Kanet J.J. Job shop scheduling with modified due dates. Journal of Operations Management 4 1 (1983) 11-22
5. Baykasoǧlu, A., & Göçken, M. (2007). Simulation based due date assignment via gene expression programming. In M. J. Geiger, W. Habenicht (Eds.), Proceedings of EU/ME 2007. "metaheuristics in the service industry", 8th workshop of the EURO working group "EU/ME, the European chapter on metaheuristics", Stuttgart, Germany. (pp. 23-30).
6. Baykasoǧlu A., Göçken M., and Unutmaz Z.D. New approaches to due date assignment in job shops. European Journal of Operational Research 187 (2008) 31-45
7. Baykasoǧlu A., Göçken M., and Unutmaz Z.D. Due date assignment using ADRES and simulated annealing. International Journal of Industrial and Systems Engineering 3 3 (2008) 277-297
8. Chang E.C.R. Heuristics for dynamic job shop scheduling with real-time updated queuing time estimates. International Journal of Production Research 35 (1997) 661-665
9. Cheng T.C.E. An algorithm for the CON due date determination and sequencing problem. Computer and Operations Research 14 6 (1987) 537-542
10. Cheng T.C.E., and Jiang J. Job shop scheduling for missed due date performance. Computes and Industrial Engineering 34 2 (1998) 297-307
11. Chiu C., Chang P.C., and Chiu N.H. A case-based expert support system for due date assignment in a wafer fabrication factory. Journal of Intelligent Manufacturing 14 (2003) 287-329
12. Conway R.W. Priority dispatching and job lateness in a job shop. Journal of Industrial Engineering 16 (1965) 228-237
13. Eilon S., and Chowdhury I.G. Due dates in job shop scheduling. International Journal of Production Research 14 2 (1967) 223-237
14. Enns S.T. Job shop flowtime prediction and tardiness control using queuing analysis. International Journal of Production Research 31 9 (1993) 2045-2057
15. Enns S.T. A dynamic forecasting model for job shop flowtime prediction and tardiness. International Journal of Production Research 33 5 (1995) 1295-1312
16. Ferreira C. Gene expression programming: A new adaptive algorithm for solving problems. Complex Systems 13 (2001) 87-129
17. Hill T. Production/operation management, text and cases (1991), Prentice-Hall, New York
18. Kuo T.-C., Chang S.-H., and Huang S.-N. Due-date performance improvement using TOC's aggregated time buffer method at a wafer fabrication factory. Expert Systems with Applications 36 2P1 (2009) 1783-1792
19. Melnyk S.A., Vickery S.K., and Carier P.L. Scheduling, sequencing, and dispatching: Alternative perspectives. Production and Inventory Management Journal 27 (1986) 58-68
20. Moses S., Grant H., Gruenwald L., and Pulat S. Real-time due-date promising by build-to-order environments. International Journal of Production Research 42 20 (2004) 4353-4375
21. Philipoom P.R. The choice of dispatching rules in a shop using internally set due-dates with quoted leadtime and tardiness costs. International Journal of Production Research 38 7 (2000) 1641-1655
22. Ragartz G.L., and Mabert V.A. A simulation analysis of due date assignment rules. Journal of Operations Management 5 1 (1984) 27-39
23. Ragartz G.L., and Mabert V.A. Framework for the study of due date management in job shop. International Journal of Production Research 22 4 (1984) 685-695
24. Raghu T.S., and Rajendran C. Due-date setting methodologies based on simulated annealing - An experimental study in a real-life job shop. International Journal of Production Research 33 9 (1995) 2535-2554
25. Sabuncuoglu I., and Comlekci A. Operation based flow time estimation in a dynamic job shop. Omega 30 6 (2002) 423-442
26. Sha D.Y., and Liu C.H. Using data mining for due date assignment in a dynamic job shop environment. International Journal of Advanced Manufacturing Technology 23 (2004) 768-775
27. Sha D.Y., Storch R.L., and Liu C.Y. Development of regression-based method with case-based tuning to solve the due date assignment problem. International Journal of Production Research 45 1 (2007) 65-82
28. Udo G.J. A simulation study of due-date assignment rules in a dynamic job shop. Journal of Operational Research Society 45 12 (1994) 1425-1435
29. Vig M.M., and Dooley K.J. Dynamic rules for due date assignment. International Journal of Production Research 29 7 (1991) 1361-1377
30. Wilson J.H., and Keating B. Business forecasting (2002), McGraw-Hill, New York
31. Zhou, C., Xiao, W., Tirpak, T. M., & Nelson, P. C. (2002). Discovery of classification rules by using gene expression programming. In Proceedings of the 2002 international conference on artificial intelligence (IC-AI'02), Las Vegas. (pp. 1355-1361).