Title :
Multiobjective fuzzy scheduling with the OWA operator for handling different scheduling criteria and different job importance
Author :
Murata, Tadahiko ; Ishibuchi, Hisao ; Gen, Mitsuo
Author_Institution :
Dept. of Ind. & Inf. Syst. Eng., Ashikaga Inst. of Technol., Japan
Abstract :
We first explain the multiobjective fuzzy scheduling with fuzzy due-date. Next, we extend the fuzzy scheduling problems given by Cheng et al. (1995) and Ishibuchi et al. (1994, 1996) to the case where each job has different importance. We show two extensions of our fuzzy scheduling problems taking into account of the importance of each job. In one approach, we assign a different goal (i.e., a desired level) to the satisfaction grade of each job. In the other approach, we use a different unit reward for the satisfaction grade of each job. The goal and the reward of each job are specified depending on its importance. Finally, we illustrate how the importance of each job can affect the final solutions (i.e., schedules) obtained from the multiobjective fuzzy scheduling problems.
Keywords :
fuzzy set theory; operations research; optimisation; production control; fuzzy set theory; job scheduling; multiobjective fuzzy scheduling; optimisation; ordered weighted averaging operator; production control; satisfaction grade; Fuzzy systems; Humans; Industrial engineering; Information systems; Job shop scheduling; Open wireless architecture;
Conference_Titel :
Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
Conference_Location :
Seoul, South Korea
Print_ISBN :
0-7803-5406-0
DOI :
10.1109/FUZZY.1999.793046