A linear algebra approach for Supply Chain Management
Roberto De Virgilio, Franco Milicchio · Iris (Roma Tre University) · 2012
In current trends of consumer products market, the amount of RFID data in supply chain management is vast, posing significant challenges for attaining acceptable performance on their analysis.Current approaches provide hard-coded solutions, with high consumption of resources; moreover, these exhibit very limited flexibility dealing with multidimensional queries, at various levels of granularity and complexity.In this paper we propose a general model for supply chain management based on the first principles of linear algebra, in particular on tensorial calculus.Leveraging our abstract algebraic framework, our technique allows both quick decentralized on-line processing, and centralized off-line massive business logic analysis, according to needs and requirements of supply chain actors.Experimental results show that our approach, utilizing recent linear algebra techniques can process analysis efficiently.