Production scheduling in a market-driven foundry: a mathematical programming approach versus a project scheduling metaheuristic algorithm

被引:8
作者
Ballestin, Francisco [2 ]
Mallor, Fermin [2 ]
Mateo, Pedro M. [1 ]
机构
[1] Univ Zaragoza, Dpto Metodos Estadist, E-50009 Zaragoza, Spain
[2] Univ Publ Navarra, Fac Engn, Dpto Estadist & Invest Operat, Pamplona, Spain
关键词
Production scheduling; Mixed integer programming; Project scheduling; Metaheuristic algorithms;
D O I
10.1007/s11081-011-9157-z
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper describes a real problem in a market-driven medium sized foundry delivering a wide range of castings to different markets. The problem consists of finding an efficient production plan to schedule the different processes (moulding, furnacing, cutting, tooling, etc.) needed to the manufacture of the pieces. Different objectives and resources and technical constraints must be taken into account. To solve this problem we have first developed a more classical integer linear programming approach based on a rolling horizon strategy. The most innovative contribution of the paper is that it models the problem as a project scheduling problem. Based on this model we present a metaheuristic algorithm that adapts techniques from the area. Computational experiments comparing both approaches are provided on instances created by a generator simulating real instances.
引用
收藏
页码:663 / 687
页数:25
相关论文
共 31 条
[1]  
[Anonymous], 1975, ADAPTATION NATURAL A
[2]  
[Anonymous], 2012, Scheduling
[3]   Pre-emption in resource-constrained project scheduling [J].
Ballestin, Francisco ;
Valls, Vicente ;
Quintanilla, Sacramento .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 189 (03) :1136-1152
[4]   When it is worthwhile to work with the stochastic RCPSP? [J].
Ballestin, Francisco .
JOURNAL OF SCHEDULING, 2007, 10 (03) :153-166
[5]   SCHEDULING SUBJECT TO RESOURCE CONSTRAINTS - CLASSIFICATION AND COMPLEXITY [J].
BLAZEWICZ, J ;
LENSTRA, JK ;
KAN, AHGR .
DISCRETE APPLIED MATHEMATICS, 1983, 5 (01) :11-24
[6]   Lot sizing and furnace scheduling in small foundries [J].
de Araujo, Silvio A. ;
Arenales, Marcos N. ;
Clark, Alistair R. .
COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (03) :916-932
[7]  
Demeulemeester E., 2002, Project scheduling-A research handbook
[8]   A lot-sizing problem in an automated foundry [J].
dos Santos-Meza, E ;
dos Santos, MO ;
Arenales, MN .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 139 (03) :490-500
[9]   SCHEDULING OF PROJECT NETWORKS BY JOB ASSIGNMENT [J].
DREXL, A .
MANAGEMENT SCIENCE, 1991, 37 (12) :1590-1602
[10]   MINIMIZING TOTAL TARDINESS ON ONE MACHINE IS NP-HARD [J].
DU, JZ ;
LEUNG, JYT .
MATHEMATICS OF OPERATIONS RESEARCH, 1990, 15 (03) :483-495