DocumentCode
2004326
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
fYear
2011
fDate
May 31 2011-June 3 2011
Firstpage
520
Lastpage
525
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Logistics (LOGISTIQUA), 2011 4th International Conference on
Conference_Location
Hammamet
Print_ISBN
978-1-4577-0322-5
Type
conf
DOI
10.1109/LOGISTIQUA.2011.5939453
Filename
5939453
Link To Document