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Model representation and decision-making in an ever-changing world: The role of stochastic process models of transportation systems.

机译：在不断变化的世界中进行模型表示和决策：交通系统随机过程模型的作用。

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摘要

We review and advance the state-of-the-art in the modelling of transportation systems as a stochastic process. The conceptual and theoretical basis of the approach is explained in detail. A variety of examples are given to motivate its use in the field. While the examples cover a wide range of modelling philosophies, in order to provide focus they are restricted to modelling a special class of problems involving driver route choice in networks. Our overall objective is to establish the applicability of this approach as a 'unifying framework' for modelling approaches involving dynamic and stochastic elements, developing further the ideas put forward in Cantarella & Cascetta (Transportation Science 29, 305-329, 1995). Directions for further development and research are identified.

机译：我们回顾并推进交通系统建模的随机过程。详细说明了该方法的概念和理论基础。给出了各种示例以激发其在该领域的使用。尽管示例涵盖了广泛的建模原理，但为了提供重点，它们仅限于对涉及网络中驾驶员路线选择的特殊问题建模。我们的总体目标是为作为涉及动态和随机因素的建模方法的“统一框架”建立这种方法的适用性，并进一步发展Cantarella和Cascetta提出的思想（Transportation Science 29，305-329，1995）。确定了进一步发展和研究的方向。

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作者
Watling, DP; Cantarella, GE;
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年度 2013
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1. Model Representation & Decision-Making in an Ever-Changing World: The Role of Stochastic Process Models of Transportation Systems [J] . Watling David P., Cantarella Giulio E. Networks & Spatial Economics . 2015,第3期

机译：瞬息万变的世界中的模型表示与决策：运输系统随机过程模型的作用
2. Wavelet representations of stochastic processes and multiresolution stochastic models [J] . Dijkerman R.W., Mazumdar R.R. IEEE Transactions on Signal Processing . 1994,第7期

机译：随机过程的小波表示和多分辨率随机模型
3. Processing second-order stochastic dominance models using cutting-plane representations [J] . Fábián C.I., Mitra G., Roman D. Mathematical Programming . 2011,第1期

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4. Visual representation of stochastic process algebra models [C] . Nigel Thomas, Malcolm Munro, Peter King, International workshop on Software and performance . 2000

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5. Pointwise stationary fluid models for design and control of stochastic processing systems. [D] . Bassamboo, Achal. 2005

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7. A Probabilistic Representation for Solutions of Nonlinear Equations with Catalyst and Large Deviations for Scaled Catalytic Processes (Recent Trends in Stochastic Models arising in Natural Phenomena and the Theory of Measure-valued Stochastic Processes) [O] . Doku Isamu 2000

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Model representation and decision-making in an ever-changing world: The role of stochastic process models of transportation systems.

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