Details

Autor(en) / Beteiligte

• Cheung, C.F.
• Cheung, C.M.
• Kwok, S.K.

Titel

A Knowledge-based Customization System for Supply Chain Integration

Ist Teil von

• Expert systems with applications, 2012-03, Vol.39 (4), p.3906-3924

Ort / Verlag

Elsevier Ltd

Erscheinungsjahr

2012

Quelle

Alma/SFX Local Collection

Beschreibungen/Notizen

• ► A knowledge-based Customization system (KBCS) for supply chain integration is presented. ► KBCS helps to formulate of supply chain configuration leading long term success. ► Core technologies for building KBCS include topologies visualization, network analysis and knowledge-based system. ► A Network Case-based Reasoning (NCBR) algorithm purposely developed demonstrates superior performance against traditional CBR algorithm. ► The KBCS is verified to be useful for improving supply chain visibility, quantifying and exploiting holistic supply chain performance. Hostile environmental pressure on supply chain management increases emphasis on supply chain agility, integration, and visibility to respond rapidly, effectively and efficiently to changes in the marketplace. There is a need for new methods and tools to visualize the supply chain topologies which captures and recognizes the complexity of the supply chain network. This paper presents a Knowledge-based Customization System for Supply Chain Integration (KCSSI) which is developed based on three core technologies: visualization of topologies, network analysis, and knowledge-based system so as to obtain quantified actionable information and formulating strategies for supply chain configuration leading the long term success. The performance of the system is verified by a series of controlled simulation experiments conducted in a selected reference site. It is verified that the KCSSI improves supply chain visibility by recognizing the structure clustering and interconnection of the supply chain network, quantifying and exploiting holistic supply chain performance to provide measurable insights for the customization of the supply chain configuration leading to long term success.