Title :
Minimizing the makespan in the permutation flowshop problem with minimal and maximal time lags
Author :
Hamdi, Issam ; Loukil, Taicir
Author_Institution :
LOGIQ, Sfax Univ., Sfax, Tunisia
Abstract :
In this paper, we investigate the m-machine permutation flowshop scheduling problem where minimal and maximal time lags are required between consecutive operations of each job. Such problem has not been studied extensively in the scheduling literature. The objective is to minimize the makespan. We propose a mathematical formulation for this problem; it is solved by running commercial software CPLEX using many instances randomly generated. Then, we propose a Genetic Algorithm and we perform a computational analysis. The results of numerical experiments show that our proposed Genetic algorithm performs very well.
Keywords :
flow shop scheduling; genetic algorithms; minimisation; production engineering computing; commercial software CPLEX; computational analysis; genetic algorithm; m-machine permutation flowshop scheduling problem; makespan minimization; maximal time lags; minimal time lags; Benchmark testing; Biological cells; Genetic algorithms; Job shop scheduling; Mathematical model; Schedules; Time factors; Genetic Algorithm; Permutation flowshop; mathematical formulation; time lags;
Conference_Titel :
Communications, Computing and Control Applications (CCCA), 2011 International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4244-9795-9
DOI :
10.1109/CCCA.2011.6031387