Reactive repair tool for job shop schedules

被引:31
作者
Subramaniam, V
Raheja, AS
Reddy, KRB
机构
[1] Natl Univ Singapore, Dept Mech Engn, Singapore 119260, Singapore
[2] Singapore MIT Alliance, Singapore 639798, Singapore
关键词
job shop scheduling; schedule repair; schedule recovery; reactive scheduling;
D O I
10.1080/0020754042000270412
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Reactive schedule repair is a better alternative to total rescheduling of impaired job shop schedules. For ease of implementation in the job shops, heuristic-based schedule repair methods are preferred. However, the majority of the repair heuristics reported in the literature are capable of handling only a singular disruption to the schedule. On the contrary, real-world job shops are subjected to multiple complex disruptions that occur randomly over the span of the schedule. A new heuristic, modified affected operation rescheduling (mAOR), has been successfully used for repairing a majority of typical job shop disruptions such as absenteeism of workers, process time variations and arrival of unexpected jobs using a combination of generic repair steps. In the present work, the mAOR heuristic has been applied for repairing randomly occurring multiple disruptions under rigorous shop floor conditions. The relationship between the variation of shop floor conditions and the performance of the schedule repair heuristic is investigated to substantiate the effectiveness of the mAOR heuristic. The results of extensive experimentation indicate that the performance of the mAOR heuristic is superior to the right shift rescheduling heuristic ( a commonly cited repair heuristic).
引用
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页码:1 / 23
页数:23
相关论文
共 20 条
[1]   Rescheduling job shops under random disruptions [J].
Abumaizar, RJ ;
Svestka, JA .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1997, 35 (07) :2065-2082
[2]  
Brandimarte P, 2000, IIE TRANS, V32, P921
[3]  
DORN J, 1994, IFIP TRANS B, V15, P39
[4]  
Dorn J., 1994, ARTIF INTELL, P32
[5]  
GARNER BJ, 1994, IFIP TRANS B, V15, P19
[6]  
HASLE G, 1994, ARTIF INTELL, P1
[7]  
HENSELER H, 1994, ARTIF INTELL, P12
[8]   Predictable scheduling of a single machine subject to breakdowns [J].
Mehta, SV ;
Uzsoy, R .
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 1999, 12 (01) :15-38
[9]   Predictable scheduling of a job shop subject to breakdowns [J].
Mehta, SV ;
Uzsoy, RM .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1998, 14 (03) :365-378
[10]   CASE-BASED KNOWLEDGE ACQUISITION FOR SCHEDULE OPTIMIZATION [J].
MIYASHITA, K .
ARTIFICIAL INTELLIGENCE IN ENGINEERING, 1995, 9 (04) :277-287