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A transportation system consists of many spatially and temporally distributed demand and supply factors,each with different degrees of connections with each other.This paper aims to describe the inherent connections among various factors in the context of system optimization.Specifically,a computational graph based modelling framework is used in this paper to represent the topological structure of a transportation system to be optimized.