Constraint-based Scheduling for Paint Shops in the Automotive Supply Industry

被引:4
|
作者
Winter, Felix [1 ]
Musliu, Nysret [1 ]
机构
[1] TU Wien, DBAI, Inst Log & Computat, Christian Doppler Lab Artificial Intelligence & O, Favoritenstr 9, Vienna, Austria
关键词
Constraint programming; paint shop scheduling; exact methods; NP-complete; CAR SEQUENCING PROBLEMS; SELECTIVITY BANKS; COMPLEXITY;
D O I
10.1145/3430710
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Factories in the automotive supply industry paint a large number of items requested by car manufacturing companies on a daily basis. As these factories face numerous constraints and optimization objectives, finding a good schedule becomes a challenging task in practice, and full-time employees are expected to manually create feasible production plans. In this study, we propose novel constraint programming models for a real-life paint shop scheduling problem. We evaluate and compare our models experimentally by performing a series of benchmark experiments using real-life instances in the industry. We also show that the decision variant of the paint shop scheduling problem is NP-complete.
引用
收藏
页数:25
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