一种个体软件过程能力度量方法
文献类型：期刊论文
| 作者 | 张瞫 ; 王永吉 ; 阮利 |
| 刊名 | 软件学报
 |
| 出版日期 | 2009 |
| 卷号 | 20期号:12页码:3137-3149 |
| 关键词 | 个体软件过程(PSP) 数据包络分析(DEA) 层次分析法(AHP) 可变规模收益(VRS) 多变量输入/输出(MIMO) personalsoftwareprocess(PSP) dataenvelopmentanalysis(DEA) analytichierarchyprocess(AHP) variablereturntoscale(VRS) multi-input-multi-output(MIMO) personal software process (PSP) data envelopment analysis (DEA) analytic hierarchy process (AHP) variable return to scale (VRS) multi-input-multi-output (MIMO) |
| ISSN号 | 1000-9825 |
| 其他题名 | personal software process capability assessment method |
| 中文摘要 | 个体软件过程(PSP)是由卡内基×梅隆大学软件工程研究所的Humphrey领导开发的.它是一种可用于控制、管理和改进个人工作方式的自我持续改进过程.随着工业界对软件过程改进需求的日益增长,PSP成为了软件组织为达成完全(从宏观到微观)量化过程管理研究中的一个热点课题.软件过程研究表明,高水平的个体软件过程能力是软件项目成功的关键,如何进行有效的个体软件过程能力度量是PSP中的一个核心问题.现有方法不能同时有效处理个体软件过程能力度量中的可变规模收益、多变量输入/输出以及决策者偏好问题.提出了一种综合了数据包络分析(DEA)和层次分析法(AHP)的个体软件过程能力评价方法--PSPADA,介绍了PSPADA的个体软件过程能力评价模型和核心算法(集成决策者偏好和估计规模收益).实验结果显示,PSPADA能够在考虑决策者偏好的同时,有效地进行多指标、规模收益可变的量化评估. |
| 收录类别 | ei,wanfang,cscd |
| 语种 | 中文 |
| 公开日期 | 2010-08-17 |
| 附注 | Personal Software Process (PSP) was introduced by Watts Humphrey in CMU/SEI. It is a measured software process aiming at individual software engineers. With the increasing industrial demand for software process improvement, PSP has become a hot topic for software organizations to achieve the goal of total (from macro to micro) quantitative process management. Since higher process capability is recognized as a determinant of better project performance, it is a critical step to assess the personal software process. However, the assessment of PSP capability exhibits Variable Return to Scale (VRS), Multi-Input-Multi-Output (MIMO) and Decision-Making preference problems, which makes existing traditional assessment methods ineffective. In this paper, a novel Personal Software Process Assessment method by synthesizing Data Envelopment Analysis (DEA) and Analytical Hierarchy Process (AHP)-PSPADA is proposed. PSPADA's hybrid model and fundamental assessment algorithms (incorporating decision-making preferences and estimating return to scale) are introduced. Experimental results show that the proposed PSPADA model would be particularly helpful in assessing the capability of personal software processes under the MIMO and VRS constraint, by incorporating Decision-Making preferences. |
| 源URL | [http://124.16.136.157/handle/311060/3304]  |
| 专题 | 软件研究所_互联网软件技术实验室 _期刊论文 |
| 推荐引用方式 GB/T 7714 | 张瞫,王永吉,阮利. 一种个体软件过程能力度量方法[J]. 软件学报,2009,20(12):3137-3149. |
| APA | 张瞫,王永吉,&阮利.(2009).一种个体软件过程能力度量方法.软件学报,20(12),3137-3149. |
| MLA | 张瞫,et al."一种个体软件过程能力度量方法".软件学报 20.12(2009):3137-3149. |
入库方式： OAI收割
来源：软件研究所
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