| 基于BP神经网络的项目管理绩效评估模型研究 |
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| 引用本文： | 赖芨宇,郑建国.基于BP神经网络的项目管理绩效评估模型研究[J].基建优化,2006,27(5):4-7. |
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| 作者姓名： | 赖芨宇 郑建国 |
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| 作者单位： | 1. 福建农林大学,土木工程系,福州,350002;东华大学,管理学院,上海,200051
2. 东华大学,管理学院,上海,200051 |
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| 基金项目： | 陕西省自然科学基金;上海市自然科学基金 |
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| 摘 要： | 根据项目管理绩效评估中存在的问题,研究了运用BP神经网络方法进行绩效评估的可行性。利用神经网络的自学习、自调整以及非线性映射功能,确定了基于BP神经网络的项目管理绩效评估模型的结构和算法,并结合实例进行了实证分析,取得满意效果,为项目管理绩效评估提供了一种新思路。
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| 关 键 词： | 人工智能 神经网络 项目评估 绩效评价 |
| 文章编号： | 1000-7717(2006)05-0004-04 |
| 收稿时间： | 2006-04-20 |
| 修稿时间： | 2006年4月20日 |
On Performance Appraisal Model of Project Management Based on Back- Propagation Neural Network |
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| LAI Ji-yu,ZHENG Jian-guo.On Performance Appraisal Model of Project Management Based on Back- Propagation Neural Network[J].Optimization of Capital Construction,2006,27(5):4-7. |
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| Authors: | LAI Ji-yu ZHENG Jian-guo |
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| Institution: | 1. Fujian Agriculture and Forestry University, Fuzhou , Fujian 350002; 2. School of Management, Donghua University, Shanghai, 200051 |
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| Abstract: | In the light of the problems existing in the process of project management performance appraisal,this paper studies the feasibilities of using BP neural network method to appraise performance.Self-study,self-adjustment and nonlinear mapping functions of neural network are used to determine the structure of performance appraisal model of project management based on neural network,positive analyses are done by exemplifying,and satisfying results are attained,thus presenting a new approach to project management performance appraisal. |
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| Keywords: | artificial intelligence neural network project assessment performance appraisal |
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