TY - JOUR
T1 - A constructive heuristic for solving the Job-Shop Scheduling Problem
AU - Mellado Silva, Rafael
AU - Cubillos, Claudio
AU - Cabrera Paniagua, Daniel
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/6
Y1 - 2016/6
N2 - This work proposes the use of a constructive heuristic called Shifting Bottleneck Procedure for solving the Job-Shop Scheduling problem, with the aim to minimize the makespan, that is, the final delay of production planning. Because the constructive heuristic delivers an initial solution, then a Tabu Search method was used, with the aim to obtain a planification with the lowest possible makespan. The proposal was tested using benchmark data, and the results are promising, because the obtention of initial solutions using a constructive heuristic allows to decrease the processing time, and usually, the final results obtained from Tabu Search method are better.
AB - This work proposes the use of a constructive heuristic called Shifting Bottleneck Procedure for solving the Job-Shop Scheduling problem, with the aim to minimize the makespan, that is, the final delay of production planning. Because the constructive heuristic delivers an initial solution, then a Tabu Search method was used, with the aim to obtain a planification with the lowest possible makespan. The proposal was tested using benchmark data, and the results are promising, because the obtention of initial solutions using a constructive heuristic allows to decrease the processing time, and usually, the final results obtained from Tabu Search method are better.
KW - Job Shop Scheduling
KW - Tabu search
KW - constructive heuristic
UR - http://www.scopus.com/inward/record.url?scp=84986220584&partnerID=8YFLogxK
U2 - 10.1109/TLA.2016.7555250
DO - 10.1109/TLA.2016.7555250
M3 - Article
AN - SCOPUS:84986220584
SN - 1548-0992
VL - 14
SP - 2758
EP - 2763
JO - IEEE Latin America Transactions
JF - IEEE Latin America Transactions
IS - 6
M1 - 7555250
ER -