Title :
Heuristic construction algorithm for the job shop problem with several robots and subject to blocking and no.-wait constraint
Author :
Louaqad, Saad ; Kamach, Oualid
Author_Institution :
Lab. des Technol. Innovantes (LTI), Univ. ABDELMALEK ESSAADI, Tanger, Morocco
Abstract :
The work presented in this article focuses on the problem of job shop with different handling robots and subject to some constraints of blocking and no.-wait. The blocking constraint models the lack of storage capacity whereas the constraint of No.-wait appears when two consecutive operations should be performed without interruption. Jobs must be transported between machines by different handling robots. In this type of problem, deadlock situations where the system becomes paralyzed may appear. In this paper, we present a method based on graph theory which helps prevent the blocking states during schedule construction. The calculation of transportation operations starting times is also illustrated. Finally, we propose an algorithm for the construction of a heuristic based on priority rules to minimize the total execution time that is defined by the makespan.
Keywords :
graph theory; industrial robots; job shop scheduling; storage; transportation; blocking constraint models; deadlock situations; graph theory; handling robots; heuristic construction algorithm; job shop problem; no.-wait constraint; priority rules; schedule construction; storage capacity; total execution time minimization; transportation operations; Heuristic algorithms; Interrupters; Job shop scheduling; Robots; Schedules; System recovery; Transportation; Job shop; Scheduling; blocking constraint and no.-wait constraint; k-robot; makespan;
Conference_Titel :
Information Science and Technology (CIST), 2014 Third IEEE International Colloquium in
Conference_Location :
Tetouan
Print_ISBN :
978-1-4799-5978-5
DOI :
10.1109/CIST.2014.7016599