Hosseinzadeh Lotfi, F.Allahviranloo, T.Pedrycz, W.Mozaffari, M.R.Gerami, J.2024-05-192024-05-1920232197-6503https://doi.org/10.1007/978-3-031-43181-4_7https://hdl.handle.net/20.500.12713/4469In this chapter, two-stage network models based on non-radial SBM models in DEA and DEA-R are presented. These models are also presented based on central resource allocation models. Two-stage network performance evaluation models with the structure of central resource allocation, by solving a model, the targets corresponding to the DMUs in the first, second and overall stages are achieved. The two-stage network DEA-R models are in the form of a linear programming problem and obtains the efficiency and targets for each of the DMU in the first stages of the second and overall stages. Also, the central resource allocation (CRA) models achieve the targets corresponding to each of the DMUs. In this study, non-radial models are used based on the slacks of input and output components, and in this way, we recognize all inefficiency factors. In following, a case study is presented for the evaluation of education units in Iran. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2023.eninfo:eu-repo/semantics/closedAccessLinear ProgrammingResource AllocationAllocation ApproachCentralized Resource AllocationModel-Based OpcNetwork DeaNetwork ModelsNetwork Performance EvaluationPerformance Evaluation ModelsResource Allocation ModelResources AllocationSbm ModelsData Envelopment AnalysisBook Chapter1381171372-s2.0-8517515931610.1007/978-3-031-43181-4_7N/A