Introduction to Transportation Analysis, Modeling and Simulation
Computational Foundations and Multimodal Applications
- © 2014
- Dietmar P.F. Möller 0
Clausthal University of Technology, Clausthal-Zellerfeld, Germany
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- Introduces an inter- and multi-modal transportation systems analysis, modeling and simulation based on the continuous-time, discrete-time, and mixed mode modeling and simulation paradigms
- Presents research-oriented use cases from granted projects showing how to solve real-world transportation systems sector problems
- Suitable both for self-study and as a use case reference, for job training programs or in graduate schools
- Includes supplementary material: sn.pub/extras
- Request lecturer material: sn.pub/lecturer-material
Part of the book series: Simulation Foundations, Methods and Applications (SFMA)
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City-Level Agent-Based Multi-modal Modeling of Transportation Networks: Model Development and Preliminary Testing
Movement of People and Goods
Transportation
- Demand Models
- Evaluation and Comparison Methods
- Mathematical Description of Systems
- Network Flow Theory Models
- Optimization
- Queuing Theory Models
- Traffic Flow Theory
- Transportation Systems Analysis
- Transportation Systems Model Building
- Engineering Economics
Table of contents (6 chapters)
Front matter, computational foundation in transportation and transportation systems modeling.
- Dietmar P. F. Möller
Transportation Models
Traffic assignments to transportation networks, integration framework and empirical evaluation, simulation tools in transportation, transportation use cases, back matter, authors and affiliations.
Dietmar P.F. Möller
About the author
Bibliographic information.
Book Title : Introduction to Transportation Analysis, Modeling and Simulation
Book Subtitle : Computational Foundations and Multimodal Applications
Authors : Dietmar P.F. Möller
Series Title : Simulation Foundations, Methods and Applications
DOI : https://doi.org/10.1007/978-1-4471-5637-6
Publisher : Springer London
eBook Packages : Computer Science , Computer Science (R0)
Copyright Information : Springer-Verlag London 2014
Hardcover ISBN : 978-1-4471-5636-9 Published: 29 October 2014
Softcover ISBN : 978-1-4471-7244-4 Published: 10 September 2016
eBook ISBN : 978-1-4471-5637-6 Published: 13 October 2014
Series ISSN : 2195-2817
Series E-ISSN : 2195-2825
Edition Number : 1
Number of Pages : XIV, 343
Number of Illustrations : 64 b/w illustrations, 67 illustrations in colour
Topics : Simulation and Modeling , Mathematical Modeling and Industrial Mathematics , Engineering Economics, Organization, Logistics, Marketing , Operations Research/Decision Theory
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Computer Science > Artificial Intelligence
Title: public transport network design for equality of accessibility via message passing neural networks and reinforcement learning.
Abstract: Designing Public Transport (PT) networks able to satisfy mobility needs of people is essential to reduce the number of individual vehicles on the road, and thus pollution and congestion. Urban sustainability is thus tightly coupled to an efficient PT. Current approaches on Transport Network Design (TND) generally aim to optimize generalized cost, i.e., a unique number including operator and users' costs. Since we intend quality of PT as the capability of satisfying mobility needs, we focus instead on PT accessibility, i.e., the ease of reaching surrounding points of interest via PT. PT accessibility is generally unequally distributed in urban regions: suburbs generally suffer from poor PT accessibility, which condemns residents therein to be dependent on their private cars. We thus tackle the problem of designing bus lines so as to minimize the inequality in the geographical distribution of accessibility. We combine state-of-the-art Message Passing Neural Networks (MPNN) and Reinforcement Learning. We show the efficacy of our method against metaheuristics (classically used in TND) in a use case representing in simplified terms the city of Montreal.
| Comments: | 14 pages |
| Subjects: | Artificial Intelligence (cs.AI) |
| Cite as: | [cs.AI] |
| (or [cs.AI] for this version) | |
| Focus to learn more arXiv-issued DOI via DataCite |
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- Ilya Birman
- Jul 10, 2017
Things To Keep In Mind When Designing A Transportation Map
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Ilya designs transport diagrams, websites, apps and signage. Directs the designers and developers. Teaches design. Composes, plays and listens to music. Last … More about Ilya ↬
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Therefore, currently the network designis thought of as supply demand problem or leader-follower game.The system designer leads, taking into account how the user follow. The core of all network design problems is how a user chooses his route of travel. The class of traffic assignment problem tries to model these behaviour.
attached to the assignment. Student's Signature: Date: (Provide E-mail ID) (Provide Submission Date) By the end of this unit students will be able to: LO1: Explore LAN design principles and their application in the network design process. LO2: Implement a network using LAN design principles based on a predefined set of requirements.
Transport Network Design 3rd.docx idea 6; Sandun Poulier Transport Network Design.docx idea 2; Transport netwrok design assignment 2020 1 .pdf idea 3; Transport network design.pdf idea 4; 6.0.1.2 Class Activity - The road less traveled; Unit 43 IOT - Assignment 01
a mono- or multi-modal transportation network (nodes, links, origin, destination) an origin-destination pair. link and path attributes. identify the route that a traveler would select. Assumptions about. the decision-maker: n. the alternatives.
model which can be used to design public transport networks. Design problems that can be solved with the model involve the redesign of either a part of a network or a complete network and the assignment of frequencies. The model consists of an additive procedure in which the decision to incorporate a route in the network or to increase the ...
Abstract and Figures. This chapter addresses basic strategies for the configuration of physical distribution and transportation networks so that given supplying locations are physically connected ...
Pearson Higher Nationals in Computing Unit 15: Transport Network Design Higher National Certificate/Diploma in Computing Assignment Brief. Student Name/ID Number Unit Number and Title 15: Transport Network Design Academic Year 2022 Unit Tutor Mr. Shakir Moulana Assignment Title Network design and Implementation understanding the Industrial exposure Issue Date 06 th December 2022 Submission ...
Prof. Dr.-Ing. Dietmar P.F. Möller is a Full Professor in the Institute of Applied Stochastics and Operations Research at Clausthal University of Technology, Germany, a Member of the Simulation Science Center Clausthal-Göttingen, Germany, and an Adjunct Professor in the Department of Electrical Engineering at the University of Nebraska-Lincoln, USA.
Abstract. Numerous transportation applications as diverse as capital investment decision-making, vehicle fleet planning, and traffic light signal setting all involve some form of (discrete choice) network design. In this paper, we review some of the uses and limitations of integer programming-based approaches to network design, and describe ...
assignment model in two common transport problems: road pricing and capacity-enhancement network design. Each of these applications includes a novel model formulation, solution approach, and detailed demonstration. ... While solving for network design in the static case is a challenging problem, in the StrSODTA model it is a simple extension ...
I understand that if any part of the work submitted for this assignment is found to be plagiarized, none of the work submitted will be allowed to count towards the assessment of the assignment. Transport network design 2020. Umesh Sapkota (HND / Third Semester) 8. Assignment Prepared By: Krishna Parajuli. Signature: Date: 12 March 2020
Designing Public Transport (PT) networks able to satisfy mobility needs of people is essential to reduce the number of individual vehicles on the road, and thus pollution and congestion. Urban sustainability is thus tightly coupled to an efficient PT. Current approaches on Transport Network Design (TND) generally aim to optimize generalized cost, i.e., a unique number including operator and ...
Strong graphic design makes transportation systems more attractive. Graphical language can be so iconic that you can even buy all sorts of souvenirs with its elements: t-shirts, umbrellas, shower curtains. This helps cities get rid of privately owned cars. People spend more time outside, interacting with each other. This gives small businesses a boost and makes cities more pleasant to live in ...
Hot Standby Router Protocol (HSRP) is a Cisco proprietary protocol that allows several routers or multilayer switches to appear as a single gateway IP address. It provides redundancy for the layer 3 functions in our networks. HSRP groups multiple physical routers or multilayer switches into a single virtual router.
Berlin U-Bahn. Home to more than 3.7 million people, Germany's capital enjoys one of the densest urban transit and best integrated networks in the world. The 120 years since the opening of its ...