A mathematical model for selecting mixed models with due dates

被引:23
作者
Bolat, A [1 ]
机构
[1] King Saud Univ, Dept Ind Engn, Riyadh 11421, Saudi Arabia
关键词
D O I
10.1080/00207540210163892
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The performance of a sequencing procedure to smooth out the fluctuating workload (and part utilization) on a paced assembly line relies heavily on the average load of the model mixes chosen from the order-bank. Meanwhile, the due-dates of orders may conflict with this production-centred goal. This study proposes a mathematical model to select a fixed number of jobs while minimizing the total cost of producing them at the next period and satisfying capacity (RHS) limits at stations. A branch-and-bound procedure, which employs some dominance criteria, is proposed to provide optimal solutions. Pairwise interchange heuristics are developed to improve the initial solution, which is optimum but not feasible. Computational results show that optimal solutions can be obtained very efficiently for 100-job and 10-station problems. A three-factor experiment indicates that the RHS limit is the only significant parameter on the performance of the procedures. For over 1000-job problems, the best heuristic finds the optimal solution most of the time and, in the worst case, yields a solution that is 7.38% from optimality.
引用
收藏
页码:897 / 918
页数:22
相关论文
共 27 条
[1]  
[Anonymous], P 3 INT C OP RES OSL
[2]  
[Anonymous], J MANUFACTURING OPER
[3]  
Bolat A, 1997, NAV RES LOG, V44, P419, DOI 10.1002/(SICI)1520-6750(199708)44:5<419::AID-NAV2>3.0.CO
[4]  
2-7
[5]   SEQUENCING JOBS ON AN AUTOMOBILE ASSEMBLY-LINE - OBJECTIVES AND PROCEDURES [J].
BOLAT, A .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1994, 32 (05) :1219-1236
[6]   Stochastic procedures for scheduling minimum job sets on mixed model assembly lines [J].
Bolat, A .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1997, 48 (05) :490-501
[7]   ALGORITHMS FOR REAL-TIME SCHEDULING OF JOBS ON MIXED-MODEL ASSEMBLY LINES [J].
BOLAT, A ;
SAVSAR, M ;
ALFAWZAN, MA .
COMPUTERS & OPERATIONS RESEARCH, 1994, 21 (05) :487-498
[8]   A genetic algorithm for the multidimensional knapsack problem [J].
Chu, PC ;
Beasley, JE .
JOURNAL OF HEURISTICS, 1998, 4 (01) :63-86
[9]  
COFFMAN PE, 1985, TIMS ORSA C BOST MA
[10]   The impact of product variety on automobile assembly operations: Empirical evidence and simulation analysis [J].
Fisher, ML ;
Ittner, CD .
MANAGEMENT SCIENCE, 1999, 45 (06) :771-786