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Game theoretic multidisciplinary optimization for system-of-systems analysis.

机译:系统理论分析的博弈论多学科优化。

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摘要

High-speed rail (HSR) planning models have not considered the response of airline operations to introducing high-speed rail to their commercial transportation networks. While considering the decision processes of travelers in predicting transportation system demand, HSR planning models have assumed airline response to be static; therefore, the overall objective of this research is to model and analyze travel demand in an intercity transportation system consisting of highway, conventional rail, air, and (possibly) high speed rail, for the purposes of anticipating system-wide shifts in travel demand resulting from the introduction of high-speed rail projects. In this dissertation, the approach to formulate, decompose, and solve this problem consists of the following tasks: (1) development of a computationally inexpensive model to estimate the interregional travel demand, performing model verification, uncertainty propagation, and sensitivity analysis. (2) Integration of the simplified surface transportation systems planning models with airline fleet optimization models to capture the optimal cooperative response of the aviation sector. (3) Apply the simplified models from objective 1 and the optimization methods from objective 2 to determine equilibrium resourcing and pricing conditions for competitive airlines given levels of service for HSR and airlines to determine the validity of pricing assumptions. These tasks are performed using the Cambridge Systematics travel demand model of the California Corridor.
机译:高铁(HSR)规划模型未考虑航空公司运营对其将高铁引入其商业运输网络的反应。在考虑旅客在预测运输系统需求时的决策过程时,高铁计划模型已假设航空公司的响应是静态的。因此,本研究的总体目标是对包括高速公路,常规铁路,航空和(可能)高速铁路的城际运输系统中的出行需求进行建模和分析,以预测整个系统中出行需求的变化从引进高铁项目。本文提出,分解和解决该问题的方法包括以下任务:(1)开发一种计算成本低廉的模型来估计区域间的旅行需求,进行模型验证,不确定性传播和敏感性分析。 (2)将简化的地面运输系统规划模型与航空公司机队优化模型相集成,以获取航空部门的最佳合作响应。 (3)应用目标1的简化模型和目标2的优化方法,确定给定高铁和航空公司服务水平的竞争性航空公司的均衡资源和定价条件,从而确定定价假设的有效性。这些任务是使用加利福尼亚走廊的剑桥系统旅行需求模型执行的。

著录项

  • 作者

    Noreiga, Quentin C.;

  • 作者单位

    Vanderbilt University.;

  • 授予单位 Vanderbilt University.;
  • 学科 Engineering Civil.
  • 学位 Ph.D.
  • 年度 2012
  • 页码 125 p.
  • 总页数 125
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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