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基于复合矩阵的项目数据库 (CMPD)
Zsolt T Kosztyán1, Gergely L Novák2
1Department of Quantitative Methods, University of Pannonia, Egyetem str. 10, Veszprém, H-8200, Hungary. kosztyan.zsolt@gtk.uni-pannon.hu.
Scientific data
|March 28, 2024
概括
一个新的基于复合矩阵的项目数据库 (CMPD) 和基于统一矩阵的项目规划模型 (UMP) 标准化了项目数据. 这提高了项目调度和资源分配算法的效率和性能.
科学领域:
- 运营研究 运营研究
- 管理科学 管理科学
- 计算机科学 计算机科学
背景情况:
- 项目安排和资源分配对商业,研究和经济至关重要,已被研究了60多年.
- 现有的项目数据库高度异质,阻碍了算法评估和性能.
- 算法效率对项目特征敏感,需要标准化数据.
研究的目的:
- 解决项目数据库的异质性问题.
- 为项目数据整合和建模提出一个统一的框架.
- 加强项目调度和资源分配算法的开发和测试.
主要方法:
- 开发基于复合矩阵的项目数据库 (CMPD) 来收集和整合现有的项目数据库.
- 介绍统一的基于矩阵的项目规划模型 (UMP),一个稀疏的基于矩阵的模型.
- 将新的项目特征 (如完成优先级,结构灵活性和质量参数) 纳入 UMP.
主要成果:
- CMPD提供了经常使用的项目数据库的综合和标准化集合.
- 统一规划模式允许整合多样化的项目特征和灵活的规划方法.
- 拟议的框架促进了更广泛的项目范围,并适应敏捷,极端和混合项目方法.
结论:
- CMPD和UMP为项目数据库中的异质性挑战提供了强有力的解决方案.
- 这种统一的方法提高了项目调度和资源分配算法的可靠性和适用性.
- 该框架支持先进的项目管理技术和更广泛的项目类型.
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