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Estimation of stochastic demand in physical distribution in general and efficient transport routs management in particular is emerging as a crucial factor in urban planning domain. It is particularly important in some municipalities such as Tehran where a sound demand management calls for a realistic analysis of the routing system. The methodology involved critically investigating a fuzzy least-squares linear regression approach (FLLR s ) to estimate the stochastic demands in the vehicledoi:10.4236/am.2011.21008 fatcat:swnxq2kqfnfulhiycwzbv5ml2a