Title :
Metaheuristics for the multi-item capacitated lot-sizing problem with time Windows and setup times
Author :
Erromdhani, Ridha ; Jarboui, Bassem ; Eddaly, Mansour ; Rebaï, Abdelwaheb
Author_Institution :
FSEGS, Sfax, Tunisia
fDate :
May 31 2011-June 3 2011
Abstract :
In this paper, we address to the multi-item capacitated lot-sizing problem with production time windows and setup times under the non-customer specific case. This problem is known to be NP-hard. Two cooperative approaches are proposed for solving this problem by combining mathematical programming and metaheuristics based on a decomposition scheme. The algorithms use simultaneously the mathematical programming and heuristic procedures such that the local Search algorithm and Variable Neighborhood descent algorithm. The computational experiments show the effectiveness of our proposed algorithms according to the approaches already presented in the literature.
Keywords :
computational complexity; lot sizing; mathematical programming; search problems; NP-hard; decomposition scheme; heuristic procedures; local search algorithm; mathematical programming; multiitem capacitated lot-sizing problem; production time windows; setup times; variable neighborhood descent algorithm; Electronic mail; Heuristic algorithms; Linear programming; Mathematical programming; Production; Time factors; Upper bound; capacitated multi-item lot-sizing; iterated local search and variable neighborhood Search; mathematical programming; mixed integer programming; production planning; time windows;
Conference_Titel :
Logistics (LOGISTIQUA), 2011 4th International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4577-0322-5
DOI :
10.1109/LOGISTIQUA.2011.5939453