Title :
Steelmaking-continuous casting scheduling problem with interval type 2 fuzzy random due dates
Author :
Fazel Zarandi, M.H. ; Dorry, F. ; Moghadam, F. Shabany
Author_Institution :
Dept. of Ind. Eng., Amir-Kabir Univ. of Technol., Tehran, Iran
Abstract :
In this paper we propose a steelmaking-continuous casting scheduling (SCCS) model, where due dates are interval type 2 fuzzy random variables. Our proposed model is based on just-in-time (JIT) idea. We assign satisfaction level to charge´s completion time according to interval type 2 membership functions. Support position of membership functions depend upon the expected due dates, which are exponentially distributed random variables. In this scheduling model, limit for total waiting time between processing and waiting time before casting stage are considered as interval type 2 fuzzy sets. The interval type 2 fuzzy random optimization problem is converted to a crisp and nonlinear optimization problem by using the symmetric approach. Finally an example is presented to show the application of proposed model.
Keywords :
casting; fuzzy set theory; just-in-time; nonlinear programming; scheduling; steel manufacture; JIT; SCCS model; casting stage; charge completion time; exponentially distributed random variables; interval type 2 fuzzy random due dates; interval type 2 fuzzy random optimization problem; interval type 2 fuzzy random variables; interval type 2 fuzzy sets; interval type 2 membership functions; just-in-time; nonlinear optimization problem; satisfaction level; steelmaking-continuous casting scheduling model; steelmaking-continuous casting scheduling problem; symmetric approach; total waiting time; Casting; Job shop scheduling; Linear programming; Random variables; Steel; Steelmaking and continuous casting scheduling; interval type 2 fuzzy random variable; symmetric approach;
Conference_Titel :
Norbert Wiener in the 21st Century (21CW), 2014 IEEE Conference on
Conference_Location :
Boston, MA
DOI :
10.1109/NORBERT.2014.6893896