Combining Taguchi approach and response surface methodolgy for lot-sizing problem in MTO environnement

Author

Ammeri, Ahmed ; Chabchoub, Habib ; Hachicha, Wafik ; Masmoudi, Faouzi

Author_Institution

Ind. & Quality Manage. (LOGIQ, High Inst. of Ind. Manage. of Sfax, Sfax, Tunisia

fYear

2015

fDate

20-22 May 2015

Firstpage

252

Lastpage

256

Abstract

The aim of this paper is to study a simulation optimization approach for the control of logistics flows. For this purpose, we evaluated the feasibility of integrating the Taguchi method and the response surface methodology (RSM). An academic case study which inspired from the literature is provided; the objective is to determine the optimal lot size for each manufactured product in the SC. The comparative results with others metamodels methods indicate that this study presents a good performance of the Taguchi method combining with the RSM.

Keywords

Taguchi methods; logistics; lot sizing; response surface methodology; supply chains; MTO environment; RSM; Sc; Taguchi approach; logistics flows; lot-sizing problem; manufactured product; metamodels; optimal lot size; response surface methodology; simulation optimization approach; Bills of materials; Optimization; Lot sizing problem; Make to order supply chain; Response Surface Methodology; Taguchi Method;

fLanguage

English

Publisher

ieee

Conference_Titel

Advanced Logistics and Transport (ICALT), 2015 4th International Conference on

Conference_Location

Valenciennes

Type

conf

DOI

10.1109/ICAdLT.2015.7136621

Filename

7136621