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A New Linear Programming Method for Weights Generation and
Nov 4, 2009 ... Ramanathan R (2006) Data envelopment analysis for weight derivation ... analysis method with assurance region for weight generation in the ...
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Data envelopment analysis for weight derivation and - CiteSeerX
Nov 11, 2004 ... Data envelopment analysis (DEA) is proposed in this paper to ..... incorporated AHP weights in DEA using the method of assurance region [33]. ...... [25] Bryson N, Joseph A. Generating consensus priority point vectors: a ...
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PDF Full-text - MDPI
Apr 24, 2012 ... analysis (DEA) to assess the current business performance of PV firms. ..... The most common method is the assurance regions (AR) model, and AR ... which DEA model was incorporated with AR for weight generation in AHP.
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DEA/AHP and its application in Full Ranking of Decision - ijbemr
method for ranking Decision Making Units (DMUs) in Data Envelopment Analysis (DEA). ... Envelopment Analysis (DEA) and Analytical Hierarchy Process (AHP). At first ..... method with assurance region for weight generation in the analytical ...
[ DEA-AHP-and-its-application-in-Full-Ranking-of-Decision-Making-Units.pdf - Read/Download File

Review of Ranking Models in Data Envelopment Analysis 1 - Hikari
Data envelopment analysis (DEA) defines relative efficiency of deci- sion making units ... assurance regions. In their ... But it isn't a suitable method because finding suitable weights isn't easy. Adler et al ...... By generating random numbers W ...
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Evaluating shops efficiency using data envelopment analysis
mance evaluation method in situations when decision-making units under consid - ... Key words: data envelopment analysis, BCC model, retailing, categorical ... this difficulty multi-objective linear programming approach for generating ..... The next step was deciding whether to include assurance region constraints or not.
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Company Evaluation in the Existence of Weight Restrictions
Based Model (SBM) (one of the data envelopment analysis models). Findings - This ... Keywords: Power plant evaluation, Data envelopment analysis, Assurance region .... (2007) proposed an efficiency frontier analysis method based on the adaptive neural network ... performance of thermal power generation in China.
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Review of ranking methods in the data envelopment analysis context
Within data envelopment analysis (DEA) is a sub-group of papers in which many .... weights so as to maximize self-efficiency, given the .... assurance regions, thus they recommend the cross- ... the reference sets of inefficient DMUs will gen-.
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CHAPTER 3 CONCEPT OF DATA ENVELOPMENT ANALYSIS
Data envelopment analysis (DEA) is a linear programming based technique ... which could achieve the task, but the method did not receive wide attention until a the ... executed once for each participating DMU, resulting in the optimal weights. 55 ...... DEA and linked-cone assurance region models were used by Taylor et.al.
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A Comparative Approach of DEA - International Journal of Science
of Nationalised Indian banks using Data Envelopment Analysis and Analytic Hierarchy Process (AHP) approach. In this study ... of UK clearing bank branches using DEA method. This ..... assurance region for weight generation in the analytical.
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multiplier adjustment in data envelopment analysis - Universidade
proach to weights adjustment by Goal Programming tech- niques, avoiding ... This method results in mod- els that are ... first one is to present DEA-Data Envelopment Analysis, a technique ..... others, the assurance region models of Type I or II by. Thompson ..... When generating the data for the experiments re- ported in this ...
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Data Envelopment Analysis Second Edition - Springer
3.6.2 Data Envelopment Analysis and the Data. 52. 3.6.3 Determination of ... 6.2. 3 Change of Efficient Frontier by Assurance Region Method. 183. 6.2.4 On ...
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A Common Set of Weight Approach Using an Ideal - Madjid Tavana
Data envelopment analysis, common set of weights, efficiency, ideal. DMU, utility regulation. .... approach for generating a CSW under the DEA framework. .... setting in the assurance region method and the validity of ranking outcomes in DEA.
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A Hybrid Fuzzy AHP-DEA Approach for Assessing - WSEAS
In the first phase, the fuzzy AHP is employed to get the weights of output ... Key Words: - Data envelopment analysis, Higher education, Fuzzy theory, Analytic hierarchy process, ... applied the DEA method to evaluate university ... survey in the assurance region (AR) of DEA to ..... attracting more qualified staff and generating.
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rapid-transit efficiency analysis with - SciELO
such studies, generating some general principles and conclusions that ... Deterministic non-parametric methods such as Data Envelopment Analysis (DEA ), ... Novaes – Rapid-transit efficiency analysis with the assurance-region DEA method ..... DEA assumes that the output weights u1, u2,…, uS and the input weights v1,v2 ...
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Integrated efficiency and trade-off analyses using a DEA-oriented
Jul 12, 2011 ... 1. Introduction. Data envelopment analysis (DEA) is a tool for assessing past ... assurance region [12], by restricting weight ratios and propor- tions [13], and ... generating the efficiency of a DMU using the difference of input and output ... Minimax Reference Point (DEA-IMRP) approach method was recently ...
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USE OF DATA ENVELOPMENT ANALYSIS AS A MULTI CRITERIA
The DEA methods called Charnes-Cooper-Rhodes (CCR), Banker- ... criteria weights through the addition of assurance regions to improve discriminating ... Keywords-Data Envelopment Analysis, MCDM, Irrigation Management. 1. ... choice among the available alternatives and may include the generation of a proposed.
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Ranking All DEA-Efficient DMUs Based on Cross Efficiency and
Dec 20, 2014 ... Data envelopment analysis (DEA) is a tool for evaluation and measuring of the ...... opment analysis method with assurance region for weight generation in the analytic hierarchy process,” Decision Support. Systems, vol.
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Download as a PDF - CiteSeerX
Dec 17, 2013 ... Using a series of basic and extended data envelopment analysis ... sales staff to increase dealer efficiency and generating a complementary approach .... a method used for studies analyzing staffing efficiency in banking and ..... includes assurance regions so that calculated weights include consider-.
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Assessing the performance of business colleges in Taiwan using
Nov 10, 2011 ... output weights, the proposed AR-DEA is better than DEA in measuring the ... literature makes use of data envelopment analysis (DEA) as the method of evaluation [1,10,11]. .... practices. Therefore, we employ the ''assurance region'' ( AR in .... respondents' data were used in the AHP analysis for generating.
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