Efficiency Analysis for Engineering Applications

工程应用的效率分析

• 批准号: 22310094
• 负责人: MORITA HIROSHI
• 金额: $ 5.16万
• 依托单位: Osaka University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (B)
• 财政年份: 2010
• 资助国家: 日本
• 起止时间: 2010-04-01 至 2014-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22310094/
• 关键词: 効率性分析; DEA; 確率的DEA; 並列モデル; 包絡分析法(DEA); 多段階モデル; ゲーム理論; 不確実性; 一元配置法; 遺伝的アルゴリズム

We considered the several models and approaches of efficiency evaluation by data envelopment analysis (DEA) to explore the concept of inefficiency into engineering fields. We have proposed the stochastic evaluation approach using genetic algorithm under uncertain environment, game theoretical analysis for reasonable evaluation under multiple perspectives, and the analysis of overall and divisional efficiencies for network or two-stage DEA model. Also, the statistical method such as design of experiment analysis incorporating the concept of inefficiency has been proposed to evaluate the essential power and to detect the process abnormality.

本文考虑了数据包络分析（DEA）效率评价的几种模型和方法，探讨了工程领域无效率的概念。我们提出了不确定环境下采用遗传算法的随机评价方法，提出了多角度合理评价的博弈论分析，提出了网络或两阶段DEA模型的整体效率和局部效率分析。同时，提出了纳入无效率概念的实验分析设计等统计方法来评估基本功率和检测过程异常。

项目成果

Process abnormality detection by process time distribution for optimal planning

通过流程时间分布检测流程异常，以实现最佳规划

• 发表时间: 2012
• 作者: H.Fukuvama;W.L.Weber;Kunihisa Yoshii and Tatsuo Oyama;Hiroaki Mori and Hiroshi Morita
• 通讯作者: Hiroaki Mori and Hiroshi Morita

Integration of DEA and NBG : An application in Japanese banking industry

DEA与NBG的整合：在日本银行业的应用

• 发表时间: 2011
• 作者: 佐藤将来;村松徹;葛西誠也;Xiaopeng Yang and Hiroshi Morita
• 通讯作者: Xiaopeng Yang and Hiroshi Morita

Improvement targets under uncertain environments by FDH model

FDH模型不确定环境下的改进目标

• 发表时间: 2010
• 作者: Shujiro Murayama;Koji Okuhara and Hiroaki Ishii;船戸修一・武田俊輔・祐成保志・矢野晋吾・市田知子・山泰幸,テレビの中の農業・農村;Hiroshi Morita
• 通讯作者: Hiroshi Morita

Benchmarking firm performance from a multiple-stakeholder perspective with an application to Chinese banking

• DOI: 10.1016/j.omega.2009.12.007
• 发表时间: 2010-12
• 期刊: Omega-international Journal of Management Science
• 影响因子: 6.9
• 作者: N. Avkiran;Hiroshi Morita

Nonlinear Problems in Efficiency Analysis under Multiple Perspectives

多视角下效率分析中的非线性问题

• 发表时间: 2013
• 作者: Xiaopeng Yang;Hiroshi Morita and Joseph C. Paradi
• 通讯作者: Hiroshi Morita and Joseph C. Paradi