Title :
Optimization of integrated employee timetabling and Hybrid Job Shop Scheduling under time lag constraints
Author :
Frihat, Mohamed ; Sadfi, Cherif ; Hadj-Alouane, Atidel B.
Author_Institution :
Nat. Eng. Sch. of Tunis, Univ. of Tunis El Manar, Tunis, Tunisia
Abstract :
This paper studies two important problems, often encountered in the manufacturing industry and particularly in the tanneries: human resources planning and production scheduling. In this work, we focus on the problem that integrates Employee Timetabling [ETP] by considering their skills under various constraints, with a Hybrid Job-Shop Scheduling [HJS] under time lag constraints. After presenting and formulating our problem as a Mixed Linear Program, we propose a resolution method based on decomposition and cut generation by combining Mixed Linear Programming and Constraint Programming. Using numerical experimentations, we show the advantage of decomposition and cut generation, in terms of resolution time.
Keywords :
constraint handling; delays; human resource management; job shop scheduling; leather industry; linear programming; personnel; production planning; ETP; HJS; constraint programming; cut generation; human resource planning; hybrid job shop scheduling; integrated employee timetabling optimization; manufacturing industry; mixed linear programming; production scheduling; tanneries; time lag constraints; Equations; Job shop scheduling; Planning; Programming; Time factors; cut generation.; decomposition; employee planning; hybrid job-shop; time lags;
Conference_Titel :
Control, Decision and Information Technologies (CoDIT), 2014 International Conference on
Conference_Location :
Metz
DOI :
10.1109/CoDIT.2014.6996907