TY - GEN
T1 - A new artificial immune system algorithm for multi objective fuzzy flow shop scheduling
T2 - Computational Intelligence in Decision and Control - 8th International FLINS Conference
AU - Kahraman, Cengiz
AU - Engin, Orhan
AU - Yilmaz, Mustafa Kerim
PY - 2008
Y1 - 2008
N2 - In this paper a new artificial immune system (AIS) algorithm is proposed to solve multi objective fuzzy flow shop scheduling problem. The objectives are considered to be minimizing the average tardiness and the number of tardy jobs. The developed new AIS algorithm is applied in an engine cylinder liner manufacturing process. The feasibility and effectiveness of the proposed new AIS is demonstrated by comparing with the Genetic algorithm. Computational results demonstrate that the proposed new AIS algorithm is a more effective meta-heuristic for the multi objective, flow shop scheduling problem with fuzzy processing time and due date.
AB - In this paper a new artificial immune system (AIS) algorithm is proposed to solve multi objective fuzzy flow shop scheduling problem. The objectives are considered to be minimizing the average tardiness and the number of tardy jobs. The developed new AIS algorithm is applied in an engine cylinder liner manufacturing process. The feasibility and effectiveness of the proposed new AIS is demonstrated by comparing with the Genetic algorithm. Computational results demonstrate that the proposed new AIS algorithm is a more effective meta-heuristic for the multi objective, flow shop scheduling problem with fuzzy processing time and due date.
UR - http://www.scopus.com/inward/record.url?scp=58049175356&partnerID=8YFLogxK
U2 - 10.1142/9789812799470_0178
DO - 10.1142/9789812799470_0178
M3 - Conference contribution
AN - SCOPUS:58049175356
SN - 981279946X
SN - 9789812799463
T3 - World Scientific Proceedings Series on Computer Engineering and Information Science 1; Computational Intelligence in Decision and Control - Proceedings of the 8th International FLINS Conference
SP - 1087
EP - 1092
BT - World Scientific Proceedings Series on Computer Engineering and Information Science 1; Computational Intelligence in Decision and Control - Proceedings of the 8th International FLINS Conference
PB - World Scientific Publishing Co. Pte Ltd
Y2 - 21 September 2008 through 24 September 2008
ER -