Tabu search and simulated annealing algorithms for scheduling in flow shops with lot streaming

被引:19
|
作者
Marimuthu, S.
Ponnambalam, S. G. [1 ]
Jawahar, N.
机构
[1] Monash Univ, Sch Engn, Selangor 46150, Malaysia
[2] KLN Coll Engn, Dept Mech Engn, Madurai, Tamil Nadu, India
[3] Thiagarajar Coll Engn, Dept Mech Engn, Madurai, Tamil Nadu, India
关键词
flow shop; lot streaming; scheduling; tabu search algorithm; simulated annealing algorithm;
D O I
10.1243/09544054JEM334
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper addresses the problem of making sequencing and scheduling decisions for n jobs in m-machine flow shops with a lot sizing constraint. Lot streaming (lot sizing) is the process of creating sublots to move the completed portion of a production sublot to downstream machines. The planning decisions become more complex when lot streaming is allowed. There is scope for efficient metaheuristics for scheduling problems in an m-machine flow shop with lot streaming. In recent years, much attention has been given to heuristics and search techniques. This paper proposes two metaheuristics, namely a simulated annealing algorithm (SA) and a tabu search algorithm (TABU), to evolve the optimal sequence for makespan and total flow time criteria in an m-machine flow shop with lot streaming. The algorithms are evaluated by means of comparison with Baker's algorithm for 2m/c cases and the makespan criterion, which proves the capability of both of them.
引用
收藏
页码:317 / 331
页数:15
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