基于多维组合权重和改进的灰色理论的铁路建设方案优化方法的研究
Feng Han1, Zelong Liu2, Chengxiang Wang3
1School of Civil Engineering, Lanzhou Jiaotong University, Lanzhou, 730070, China. hanfeng740412@mail.lzjtu.cn.
Scientific reports
|February 6, 2024
概括
本研究介绍了一种利用多维权衡和改进的灰色理论优化铁路建设方案的新方法. 开发的方法有效地确定了最好的建设计划,确保了实际和科学严格的决策.
科学领域:
- 工程 工程师 工程师 工程师
- 系统工程 系统工程
- 决策科学 决策科学 决策科学
背景情况:
- 优化铁路建设方案是复杂的,涉及多个因素和主观评估.
- 传统方法在决策过程中与固有的主观性,随机性和模糊性作斗争.
- 需要一个强大的方法来处理铁路项目的多维约束和多方面的目标.
研究的目的:
- 开发和验证铁路建设计划的有效优化方法.
- 解决方案评估中主观性和复杂性的挑战.
- 提高铁路建设计划选择的科学严谨性和适用性.
主要方法:
- 建立了一个4维,18因素的铁路建设计划优化指数系统.
- 应用多维组合权重来确定最佳的指数权重.
- 利用优/劣解决方案距离与改进的灰色理论相结合,用于方案评估.
主要成果:
- 拟议的方法成功优化了广西的一段高速铁路.
- 计划A被确定为最佳路线,灰色相对接近值为0.7089.
- 通过专家意见和现有研究验证了结果,证实了该模型的有效性.
结论:
- 多维组合权重方法克服了传统权重计算的局限性.
- 改进的灰色理论提供了指标数据的有效集成和计算.
- 该方法提高了铁路建设方案选择的科学严谨性和适用性.
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