Title :
Disjunctive and time-indexed formulations for non-preemptive job shop scheduling with resource availability constraints
Author :
Azem, S. ; Aggoune, R. ; Dauzère-Pérès, S.
Author_Institution :
Ecole des Mines de St.-Etienne, Gardanne
Abstract :
In many real industrial situations machines may be non-available for processing jobs for instance when a machine breaks down or when a preventive maintenance activity is scheduled. This paper deals with the job shop scheduling problem when machines are not continuously available and this for better modeling of the industry reality. We assume that no preemption is allowed and we introduce flexibility on machine unavailability periods by assuming that these latter are planned in time windows. This flexibility is relevant when scheduling preventive machine maintenance. Two mathematical models are presented and compared. The first one is based on the disjunctive graph and the second one is time-indexed. Numerical experiments on generated benchmarks were performed with ILOG CPLEX 10.
Keywords :
job shop scheduling; machine tools; preventive maintenance; reliability; ILOG CPLEX 10; disjunctive formulations; disjunctive graph; machine breaks down; machine unavailability; non-preemptive job shop scheduling; preventive maintenance; processing jobs; resource availability constraints; time-indexed formulations; Availability; Communication industry; Constraint optimization; Job shop scheduling; Linear programming; Mathematical model; Mining industry; Preventive maintenance; Production; Single machine scheduling; Availability constraints; combinatorial optimization; machine availability Mixed Integer and Linear Programming; production scheduling; shop-floor scheduling;
Conference_Titel :
Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1529-8
Electronic_ISBN :
978-1-4244-1529-8
DOI :
10.1109/IEEM.2007.4419298