Title :
Fuzzy multi-objective optimization for network design of logistic and production systems
Author :
Dotoli, M. ; Fanti, M.P. ; Mangini, A.M. ; Tempone, G.
Author_Institution :
Politecnico di Bari
Abstract :
Global competition has given rise to logistic and production systems (LPSs), that are distributed manufacturing systems integrating international logistics and information technologies with production. This paper builds upon an LPS network design model previously proposed by some of the authors. The recalled technique formulates and solves a multi-criteria optimization problem to select the partners in the different stages of the production chain and the links connecting them. In this paper, in order to rank the equally optimal Pareto solutions of such a problem, we propose to employ fuzzy multi-criteria optimization. Two fuzzification techniques and two different multi-criteria methods are considered. In addition, the methodology is illustrated by way of a case study. Moreover, a discussion on the different advantages and limitations of the proposed techniques is provided
Keywords :
Pareto optimisation; fuzzy logic; logistics; manufacturing systems; Pareto optimization; distributed manufacturing system; fuzzy multiobjective optimization problem; information technology; international logistics; logistic system; network design model; production chain; production system; Design optimization; Flow production systems; Fuzzy logic; Fuzzy systems; Information technology; Joining processes; Logistics; Manufacturing systems; Pareto optimization; Production systems; fuzzy logic; logistic and production systems; network design; optimization; performance indices;
Conference_Titel :
Emerging Technologies and Factory Automation, 2005. ETFA 2005. 10th IEEE Conference on
Conference_Location :
Catania
Print_ISBN :
0-7803-9401-1
DOI :
10.1109/ETFA.2005.1612562