多个软件项目的高效调度,以确保工作连续性和相同的完成时间
Abdulrahman Aldhubaiban1, Ali AlMatouq1
1Department of Engineering Management, Prince Sultan University, Riyadh, PO box 66863 Rafha Street, Riyadh, 11586, Riyadh, Saudi Arabia.
MethodsX
|March 17, 2025
概括
本研究提出了一种用于优化软件项目调度的新模型. 它确保所有项目同时完成,尽量减少成本,并最大限度地利用资源,以实现高效的项目管理.
科学领域:
- 运营研究 运营研究
- 软件工程管理 软件工程管理
背景情况:
- 有效地管理多个软件项目,共享资源,对于实现运营和战略目标至关重要.
- 尽量减少项目成本和员工置时间,需要无地重新分配资源.
研究的目的:
- 开发一个连续变量的非线性模型,以实现多个软件项目的最佳调度.
- 确保所有项目的完成日期相同,同时保持资源连续性.
主要方法:
- 开发一个连续变量非线性编程模型.
- 利用基于云的架构进行在线优化解决方案集成.
- 通过随机生成器对大型软件项目实例进行验证.
主要成果:
- 该模型成功地安排了多达40个软件项目和100名员工.
- 通过使用非线性编程算法,在不到21分钟的时间内找到最佳解决方案.
- 证明了有效的资源重新分配和工作连续性.
结论:
- 拟议的模型为大规模的多项目软件调度提供了有效的解决方案.
- 基于云的优化可实现高效和及时的解决问题.
- 该方法将成本降至最低,并最大限度地利用软件开发中的资源.
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