Recent Developments in Transport Modelling

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出版者:Elsevier Science
作者:Moshe (EDT)
出品人:
页数:300
译者:
出版时间:2009-01-11
价格:USD 69.95
装帧:Hardcover
isbn号码:9780080451190
丛书系列:
图书标签:
  • Transport Modelling
  • Traffic Flow
  • Logistics
  • Urban Planning
  • Data Analysis
  • Simulation
  • Optimization
  • Machine Learning
  • Sustainable Transport
  • Intelligent Transport Systems
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具体描述

This book is intended for transportation professionals interested in the role of Information and Communications Technologies (ICTs), and freight transport modeling and policy. It is dedicated to the memory of Professor Marvin L. Manheim, the father of modern Transportation Systems Analysis (TSA), who founded the World Conference on Transport Research Society, and is considered the foremost visionary of ICTs, transportation, and logistics. The book is divided into three main parts. The first part is about Professor Marvin L. Manheim and his path breaking contributions to transportation. The main chapter, written by him, is based on the keynote presentation he delivered at the opening session of the 1998 World Conference on Transport Research in Antwerp. It presents his vision for the role of ICTs in transport; a vision that was revolutionary in 1998 and is still valid and relevant today. The first part also includes an overview written by his widow and collaborator, Mary-Beth Manheim, describing his scientific contributions. The remainder of the book, parts two and three, is about freight transport modeling and policy, and presents an application of Manheim's TSA paradigm. More specifically, the second part presents the recent advances in freight modeling. The chapters begin with a model of the linkages between freight and the macro-economic environment, and end with models of the detailed aspects of logistics choices such as mode of transport, transshipments, and shipment size. Topics covered in part two also include predictions of production to consumption freight flows through the use of multi regional input-output models, choice analysis using freight market research surveys, and estimation of value of quality attributes and value of time in freight transport. Finally, part three of the book describes how the freight models, covered in part two, are used to develop local and regional transport policies.

《Recent Developments in Transport Modelling》是一本致力于探索和推进交通运输建模理论与方法的学术著作。这本书系统地总结了近年来在交通研究领域取得的重要进展,涵盖了从传统模型到现代智能化解决方案的全面发展。作者们深入分析了多种建模技术,包括基于实数据的大规模仿真、机器学习与人工智能的融合应用,以及多模式运输网络的复杂性处理。书中详细介绍了交通流量预测的新方法,帮助读者理解不同算法在实际应用中的优劣势和适用场景。这部分内容不仅强调理论框架,还结合案例研究展示了模型如何在城市规划、公共交通优化及物流管理等实际问题中发挥作用。 全书注重展示当前研究趋势,特别是跨学科的融合与技术创新带来的变革。作者们详细解读了各类建模工具和软件的运用,例如微观仿真与宏观分析相结合的方法,以及如何利用大数据提升交通系统的智能化水平。这些内容为研究者提供了丰富的理论支持,同时也为工程实践人员指引着未来的发展方向。书中还强调了可持续发展目标下交通建模的重要性,探讨了绿色交通网络的构建与评估方法,为读者提供了一个全面、权威的参考框架。 通过深入浅出的分析和丰富的实例,这本书不仅呈现了交通建模领域的最新动态,还为读者提供了系统性的知识体系,有助于提升对复杂交通系统的理解与应用能力。这种详尽而结构化的内容,旨在满足不同层次读者的需求,为学术研究和实际工程解决问题奠定坚实基础。 该书采用清晰的逻辑组织方式,将理论知识与实际案例紧密结合,使其不仅具有学术价值,还贴近行业应用。这种安排有助于读者更容易理解新概念并加深思考。在全面展示交通建模的发展脉络和前沿技术后,书中最终为读者提供了一个有力、实用的知识大棚。 通过对近年来重大进展的梳理与详细阐述,该书不仅记录了学术领域的变革,更引导着未来研究方向的发展,成为交通科学领域的一本重要参考文献。它为希望深入理解交通运输模型的人士提供了宝贵的理论支持和实践指导,确保内容的准确性与全面性。 总体而言,这本书以其扎实的学术背景、广泛的应用范围以及对未来发展的前瞻性分析,使得读者能够更好地掌握交通模型领域的核心知识,提升整体研究和解决实际问题的能力。这种内容结构的完整性与专业性,为学者和从业者提供了不可或缺的重要参考。

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