Title :
An evolutionary approach for self-organization of contract manufacturing supply chains
Author :
Hsieh, Fu-Shiung
Author_Institution :
Dept. of Inf. Manage., Overseas Chinese Inst. of Technol., Taiwan
Abstract :
Contract manufacturing is one of the most prevalent supply-chain models. The formation of a contract manufacturing supply-chain (CMSC) network tends to be more dynamic as the establishment of a partnership is based on the contracted orders. Optimization of CMSC networks is much more difficult than traditional production networks. This paper proposes a self-organization framework for CMSCs. We define several constraint-satisfaction genetic operators to model key activities such as changing upstream or downstream partners or re-allocation of production capacities among partners in CMSCs. Our results include: (a) a mathematical model for CMSC networks, (b) a self-organization framework based on an evolutionary approach, (c) a comparison on different types of supply-chain alliances, and (d) a constraint satisfaction algorithm
Keywords :
constraint theory; contracts; evolutionary computation; logistics data processing; manufacturing data processing; mathematical operators; operations research; optimisation; self-adjusting systems; constraint satisfaction algorithm; contract manufacturing supply chains; contracted orders; downstream partners; evolutionary self-organization framework; genetic operators; mathematical model; partnerships; production capacity reallocation; supply chain alliance; supply-chain network optimization; upstream partners; value chain; Companies; Contracts; Genetics; Information management; Mathematical model; Production planning; Pulp manufacturing; Supply chain management; Supply chains; Virtual manufacturing;
Conference_Titel :
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location :
Tucson, AZ
Print_ISBN :
0-7803-7087-2
DOI :
10.1109/ICSMC.2001.973059