TY - CHAP
T1 - A scatter search method for multiobjective fuzzy permutation flow shop scheduling problem
T2 - A real world application
AU - Engin, Orhan
AU - Kahraman, Cengiz
AU - Yilmaz, Mustafa Kerim
PY - 2009
Y1 - 2009
N2 - In this chapter, a scatter search (SS) method is proposed to solve the multiobjective permutation fuzzy flow shop scheduling problem. The objectives are minimizing the average tardiness and the number of tardy jobs. The developed scatter search method is tested on real-world data collected at an engine piston manufacturing company. Using the proposed SS algorithm, the best set of parameters is used to obtain the optimal or near optimal solutions of multiobjective fuzzy flow shop scheduling problem in the shortest time. These parameters are determined by full factorial design of experiments (DOE). The feasibility and effectiveness of the proposed scatter search method is demonstrated by comparing it with the hybrid genetic algorithm (HGA).
AB - In this chapter, a scatter search (SS) method is proposed to solve the multiobjective permutation fuzzy flow shop scheduling problem. The objectives are minimizing the average tardiness and the number of tardy jobs. The developed scatter search method is tested on real-world data collected at an engine piston manufacturing company. Using the proposed SS algorithm, the best set of parameters is used to obtain the optimal or near optimal solutions of multiobjective fuzzy flow shop scheduling problem in the shortest time. These parameters are determined by full factorial design of experiments (DOE). The feasibility and effectiveness of the proposed scatter search method is demonstrated by comparing it with the hybrid genetic algorithm (HGA).
UR - http://www.scopus.com/inward/record.url?scp=78049281442&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-02836-6_6
DO - 10.1007/978-3-642-02836-6_6
M3 - Chapter
AN - SCOPUS:78049281442
SN - 9783642028359
T3 - Studies in Computational Intelligence
SP - 169
EP - 189
BT - Computational Intelligence in Flow Shop and Job Shop Scheduling
A2 - Chakraborty, Uday
ER -