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This paper analyses the advantage of Data Envelopment Analysis (DEA) in the “relative inferiority” evaluation of the same Decision-Making Unit (DMU). It is expounded that the benefit evaluation model can't achieve the whole sorting of DMU and can't guide the DMU to improve the insufficiency in the information. We puts forward the decision making model of two-stage DEA evaluation with the ideal decision...
It is necessary requirement of our country enterprise human resource management by using scientific methods and means which could carry on the comprehensive synthesis evaluation to employee, norm the standard of employment work, improve the employment quality of the work. This article established the output tendency awl ratio DEA evaluation model (O-C2WH) by combining together AHP and DEA, embarking...
According to the characteristics of the manufacturing enterprise, the efficiency of the human resources development and utilization in the manufacturing enterprise was analyzed. The five input indexes and the five output indexes were identified. The human resources efficiency evaluation indexes system was established. The necessary data were collected. The data envelopment analysis model was used...
Evaluation of the safety production situation is a multi-objective decision-making problem. In this paper, the comprehensive index system of capital safety production was firstly set up, which including inherent risk, supervision personnel allocation, regional economy, accident, supervision and management capacity and development potential. Secondly, 23 second-level indexes were combined to 6 third-level...
The regional innovative capacity has increasingly become one of the important indices measuring the developed regions. In recent years, the development of science and technology in Jiangxi province, under the background of the national technical development, still face relatively lag and low level. By establishing evaluation index system of Jiangxi regional innovative capacity and using DEA analysis...
Combining DEA with AHP, it evaluates direct outputs, indirectly-output, mixed-output and the expand ability of R&D activities, provides comprehensive efficiency indexes of DMUs, which can be used to rank the position.
Data Envelopment Analysis method combining the mathematical, economic and management concepts and methods to form unique model, methods and theory, Used to evaluate the relative effectiveness of inter-departmental (so it's called EDA effective). From the perspective of the production function, this model is used to study the multiple input, especially multiple output of the "productive sectors"...
To make accurate appraisal of the competitiveness of construction enterprises, DEA model is adopted and extended. The integrated competitiveness and state of returns to scale were analyzed. The inefficient DMUs were diagnosed and optimized by changing the index and using projection analysis and the efficient DMUs were discriminated by super efficiency and sensitivity analysis. Then, forecast about...
As the backbone of the national creative system, universities shoulder the heavy task of creative personnel training. It is particularly important for scientific and rational evaluation of the university creative personnel training. This paper introduces a minimum input and largest output ideal decision-making unit on the basis of using the traditional method of data envelopment analysis from the...
Learning team construction has already become strategic choice between objective needs and the survival of the enterprise. The enterprise pays much attention to the validity of team learning. This article constructs the performance of multi-level evaluation index system and validity evaluation of team learning mathematical model based on DEA. Combined with the case, the model is used to evaluate the...
The asset evaluation process plays an important role in portfolio optimization because it is the prerequisite for investment decision making and directly influences on the asset allocation. This paper presents an evaluation analysis of stock investment for portfolio optimization based on data envelopment analysis (DEA) model. Considering the relationship between portfolio return and risk, the efficient...
This paper focuses on solving the practical problems in the evaluation of enterprise informatization performance. Improving the original evaluation methods, it separates the IT input indicators from the output indicators and constructs a new indicator system from a new angle of view. First, it uses AHP to determine the weights of all indicators. And then with the aid of gray hierarchy evaluation (GHE),...
Current evaluation study on demand side management (DSM) is limited to the cost-benefit analysis, which is not enough for improvement of the integrated decision-making on DSM. This paper puts forward a DEA method to measure the relative efficiencies of DSM implementation in different electricity distribution districts, constructs the input and output factors according to the long-term mechanisms and...
A hierarchy model is established about the evaluation of servicing process. When the model is analyzed by analytical hierarchy process (AHP), the weighted coefficients influencing the evaluation and selection process are obtained, and the evaluation matrix is establish by data envelopment analysis (DEA). The hierarchy structure model is implemented based on .NET, the simulation credibility of this...
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