• Title/Summary/Keyword: DEA 법

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Allocation Order of SRU using Analytic Network Process (ANP법을 이용한 수색구조선의 우선 배치순위)

  • Jang, Woon-Jae;Cho, Jun-Young;Keum, Jong-Soo
    • Proceedings of KOSOMES biannual meeting
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    • 2006.11a
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    • pp.245-251
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    • 2006
  • This is paper aims to evaluate allocation order of SRU using Analytic Network Process. For evaluation, in this paper, assess about person, ship and environment related risk by fuzzy logic and AHP(Analytic hierarchy Process). Also, quantity and quality operation efficiency assess by DEA (Data Envelopment Analysis) and Liquate scale. finally total weight calculate by ANP. At the result, Rescue Units of MP, YS RCC/RSC is order higher. Thus, it needs to have more rescue ships and rescue devices for relieving the risk in the future.

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A Comparative Case Study of Cost Efficiency DEA Model based on the Farrell_Debreu's and Tone's approach (사례를 이용한 Farrell_Debreu와 Tone방식에 의한 DEA원가효율성 모형의 비교분석에 관한 연구)

  • O, Dong-Il
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.6
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    • pp.2500-2505
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    • 2011
  • This study pursues to compare the two types of cost efficiency model based on DEA. Two types of DEA are derived by the two different approaches by Farrell_Debreu and Tone. Based on two concepts, Two different DEA model are derived. The characteristics and difference of two are looked up. Based on the simple numerical case, The efficient rates, the rankings, the reference sets are different. The model based on Tone's approach shows the more cheap attainable target cost level. DEA model set by Tone is superior in measuring cost efficiency, but Farrell_Debreu type DEA model is better to explain data in technical efficiency. So, it is required to use the results of DEA more carefully.

Chiral Separation of Tryptophan by Immobilized BSA(bovine serum albumin) Membrane (BSA고정막에 의한 Tryptophan 이성질체의 분리)

  • Kim Min;Kim Jae-Hun;Na Won-Jae;Kim Byoung-Sik
    • Membrane Journal
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    • v.16 no.2
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    • pp.133-143
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    • 2006
  • A hollow fiber membrane containing BSA as ligand was Prepared by radiation-induced grafting GMA onto a porous polyethylene hollow fiber and subsequent reacting with DEA and TEA. The density of the DEA and TEA of the membrane were 3.4 mmol/g, 1.7r mmol/g, respectively. The DEA membrane exhibited a higher amount of than the TEA membrane. BSA was immobilized by the graft chains during the permeation of BSA solution throught the DEA and TEA membrane. The BSA was adsorbed in multilayer binding of 8 onto the DEA membrane whereas adsorption onto the TEA membrane remained constant. A two-stage stepwise BTC was observed due to independent chiral recognition for L, D-Trp solution by DEA-BSA membrane.

A Analysis on the Operation Efficiency of Safety Management System using DEA method (DEA 분석 기법을 이용한 안전관리체제 운영효율성 분석)

  • Yang, Hyoung-Seon;Kim, Chol-Seong;Noh, Chang-Kyun
    • Proceedings of KOSOMES biannual meeting
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    • 2006.05a
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    • pp.15-20
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    • 2006
  • In this study, we had investigated several input factors and output factors, to maintain safety management, of domestic shipping companies, and then had analyzed the efficiency of performance of performance about each shipping companies' safety management system from 1998 year to 2004 year using DEA method As the result of analysis, the annual mean efficiency of total companies tended downward every year. Analysis was that the cause was increase of the cost of repairing ship, the cost of ship's stores and idle day of ship.

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A Nonparametric Test on Mean Difference of DEA Efficiency Estimates - Bootstrapping Approach- (DEA의 효율성 평균 차이에 대한 비모수적 검증-부트스트랩 접근법-)

  • 민재형;김진한
    • Journal of the Korean Operations Research and Management Science Society
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    • v.24 no.2
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    • pp.53-68
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    • 1999
  • This paper presents a nonparametric method to test if the mean difference of DEA efficiency estimates between two groups statistically exists. A proposed method employs a bootstrapping approach to generation BCC efficiency estimates through Monte Carlo simulation resampling process. For the purpose of demonstration, we empirically apply the proposed method to the korean bank industry and compare its result with the result by the traditional deterministic DEA method. The nonparametric statistical hypothesis testing procedure in this study, which considers not only stochastic variability of the DEA data, but also random radial deviations off the efficient frontier, serves as a useful tool for dbjectively evaluating whether the mean difference of DEA efficiency estimates between groups is statistically significant.

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Searching an Efficient frontier in the DEA Model based on the Reference Point Method (참조점 방법을 이용한 DEA모형의 프론티어 탐구)

  • 오동일
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.1 no.1
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    • pp.83-90
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    • 2000
  • DEA is a newly developed analyzing tool to measure efficiency evaluation of decision making units (DMU). It compares DMU by radial Projection on the efficient frontier. The purpose of this study is to show reference point approach used for searching solution in multiple objective linear Programming can be usefully used to determine flexible efficient frontier of each DMU In reference point approach, the minimization of ASF Produces an efficient points in frontier and enhances the usefulness of DEA by Providing flexibility in DEA and optimally allocating resources to DMU. Various DEA models can be supported by reference point method by changing the projection direction in order to choose the targets units, standards costs and management benching-marking.

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Evaluation of Technical Efficiency with Fuzzy Data in the Korean RCC/RSC (퍼지환경하의 RCC/RSC별 운영효율성 평가)

  • Keum, Jong-Soo;Jang, Woon-Jae
    • Proceedings of KOSOMES biannual meeting
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    • 2006.11a
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    • pp.253-258
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    • 2006
  • This paper aims to measure and evaluates the technical efficiency with two inputs and four outputs with the use of fuzzy DEA(Data Envelopment Analysis) in Korean RCC(Rescue Co-ordination Center)/RSC(Rescue Sub-Center). Especially, this paper included not only the marine accident data which occurred for the analysis in particular but also the possibility data of a potential marine accident by an Environmental Stress value and analyzed the technical efficiency. And in this paper, asymmetrical triangular fuzzy number is presented about inputs/ outputs data and a procedure is suggest for it solution. The basic idea is to transform the fuzzy CCR model into a crisp linear programming problem by applying an alternative ${\alpha}-cut$ approach. Also this paper propose a ranking method for fuzzy RCC/RSC using presented fuzzy DEA approach. The result, when ${\alpha}-cut$ is 0.5, efficiency priority should be in order to YS, BS, MP, TS, JJ, PH, US, IC, SC, DR, GS, TA, WD RCC/RSC. Finally, Inefficiency TA, WD RCC/RSC have to benchmarking with reference sets.

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An Analysis on the Operation Efficiency of Safety Management System using DEA Method (DEA분석 기법을 이용한 안전관리체제 운영효율성 분석)

  • Yang, Hyoung-Seon;Kim, Chol-Seong;Noh, Chang-Kyun
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.13 no.2 s.29
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    • pp.141-146
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    • 2007
  • In this study, we have investigated several input factors and output factors to maintain safety management of domestic shipping companies, and then have analyzed the efficiency of performance about each shipping companies' safety management system from 1998 year to 2004 year using DEA method. The result of analysis shows that the annual mean efficiency index of total companies tended downward every year. Analysis was that the cause was increase of the cost of repairing ship, the cost of ship's stores and idle day of ship while the number of marine accidents and sanctions of PSC, ship's insurances and P&I insurances was decreased.

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Enzyme Activity of Lipase Immobilized Non-Woven Fabric for Biodiesel Production (바이오디젤 생산을 위한 리파아제 고정 부직포의 효소활성화)

  • Kim, Ye Jin;Lee, Sung Hae;Hong, Sung Kyu;Kim, Min;Park, Sang Jin
    • Korean Chemical Engineering Research
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    • v.48 no.1
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    • pp.121-127
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    • 2010
  • This study is to optimize the enzyme(lipase) activity for biodiesel production. The ion-exchanged non-woven fabrics(EtA, DEA-EtA non-woven fabric) containing ethanolamine, diethylamine groups are used by radiation induced grafted polymerization onto a non-woven fabric for more effective immobilization of lipase. Since the porous hollow fiber membranes are showed the low throughputibehe non-woven fabric membranes are used for biodiesel production. The physical charateristics of enzyme immobilized and the enzyme activity to EtA and DEA-EtA non-woven fabrics are studied. The EtA non-woven fabrics are quite similar to DEA-EtA non-woven fabric for the amount of enzyme immobilized(EtA non-woven fabric:15.69 mg/g, DEA-EtA non-woven fabric:14.45 mg/g) but DEA-EtA non-woven fabrics have shown the lower permeabiliquite the organic solvent than the EtA non-woven fabrics(EtA non-woven fabric:$3.50mol/h{\cdot}kg$, DEA-EtA non-woven fabric:$0.38mol/h{\cdot}kg$). Optimum characteristics of ehe non-woven fabric membranes and the limilaractivity are also investigated for the effective biodiesel production.

An Application of Data Envelopment Analysis in Measuring the Efficiency of Local Governments in Korea (DEA를 이용한 지방자치자체의 성과평가)

  • Suk, Yeung-Ki
    • Korean Business Review
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    • v.17 no.2
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    • pp.185-202
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    • 2004
  • There is an increasing interest in measuring and comparing the efficiency of organization units whose operations are functionally similar and autonomous. Data Envelopment Analysis(DEA) has been extensively used to evaluate the efficiency of non-profit organizations as a whole. This study applies a modified DEA model (Input-oriented BCC model with Nondiscretionary variables) to identify the performance of local government in Korea. It is found that utilizing DEA as a mean of evaluating the performance of local governments yields useful information to decision makers trying to maintain more efficient practices.

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