Handbook of Graphs and Networks

Handbook of Graphs and Networks

Author: Stefan Bornholdt

Publisher: John Wiley & Sons

Published: 2006-03-06

Total Pages: 417

ISBN-13: 3527606335

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Complex interacting networks are observed in systems from such diverse areas as physics, biology, economics, ecology, and computer science. For example, economic or social interactions often organize themselves in complex network structures. Similar phenomena are observed in traffic flow and in communication networks as the internet. In current problems of the Biosciences, prominent examples are protein networks in the living cell, as well as molecular networks in the genome. On larger scales one finds networks of cells as in neural networks, up to the scale of organisms in ecological food webs. This book defines the field of complex interacting networks in its infancy and presents the dynamics of networks and their structure as a key concept across disciplines. The contributions present common underlying principles of network dynamics and their theoretical description and are of interest to specialists as well as to the non-specialized reader looking for an introduction to this new exciting field. Theoretical concepts include modeling networks as dynamical systems with numerical methods and new graph theoretical methods, but also focus on networks that change their topology as in morphogenesis and self-organization. The authors offer concepts to model network structures and dynamics, focussing on approaches applicable across disciplines.


Computational Science - ICCS 2002

Computational Science - ICCS 2002

Author: Peter M.A. Sloot

Publisher: Springer

Published: 2003-08-01

Total Pages: 1132

ISBN-13: 3540460438

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Computational Science is the scienti?c discipline that aims at the development and understanding of new computational methods and techniques to model and simulate complex systems. The area of application includes natural systems – such as biology, envir- mental and geo-sciences, physics, and chemistry – and synthetic systems such as electronics and ?nancial and economic systems. The discipline is a bridge b- ween ‘classical’ computer science – logic, complexity, architecture, algorithms – mathematics, and the use of computers in the aforementioned areas. The relevance for society stems from the numerous challenges that exist in the various science and engineering disciplines, which can be tackled by advances made in this ?eld. For instance new models and methods to study environmental issues like the quality of air, water, and soil, and weather and climate predictions through simulations, as well as the simulation-supported development of cars, airplanes, and medical and transport systems etc. Paraphrasing R. Kenway (R.D. Kenway, Contemporary Physics. 1994): ‘There is an important message to scientists, politicians, and industrialists: in the future science, the best industrial design and manufacture, the greatest medical progress, and the most accurate environmental monitoring and forecasting will be done by countries that most rapidly exploit the full potential ofcomputational science’. Nowadays we have access to high-end computer architectures and a large range of computing environments, mainly as a consequence of the enormous s- mulus from the various international programs on advanced computing, e.g.


Data Science and Simulation in Transportation Research

Data Science and Simulation in Transportation Research

Author: Janssens, Davy

Publisher: IGI Global

Published: 2013-12-31

Total Pages: 457

ISBN-13: 1466649216

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Given its effective techniques and theories from various sources and fields, data science is playing a vital role in transportation research and the consequences of the inevitable switch to electronic vehicles. This fundamental insight provides a step towards the solution of this important challenge. Data Science and Simulation in Transportation Research highlights entirely new and detailed spatial-temporal micro-simulation methodologies for human mobility and the emerging dynamics of our society. Bringing together novel ideas grounded in big data from various data mining and transportation science sources, this book is an essential tool for professionals, students, and researchers in the fields of transportation research and data mining.


Multi-agent Systems for Traffic and Transportation Engineering

Multi-agent Systems for Traffic and Transportation Engineering

Author:

Publisher: IGI Global

Published: 2009-01-01

Total Pages: 424

ISBN-13: 1605662275

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"This book aims at giving a complete panorama of the active and promising crossing area between traffic engineering and multi-agent system addressing both current status and challenging new ideas"--Provided by publisher.


Transportation Systems and Engineering: Concepts, Methodologies, Tools, and Applications

Transportation Systems and Engineering: Concepts, Methodologies, Tools, and Applications

Author: Management Association, Information Resources

Publisher: IGI Global

Published: 2015-06-30

Total Pages: 1735

ISBN-13: 1466684747

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From driverless cars to vehicular networks, recent technological advances are being employed to increase road safety and improve driver satisfaction. As with any newly developed technology, researchers must take care to address all concerns, limitations, and dangers before widespread public adoption. Transportation Systems and Engineering: Concepts, Methodologies, Tools, and Applications addresses current trends in transportation technologies, such as smart cars, green technologies, and infrastructure development. This multivolume book is a critical reference source for engineers, computer scientists, transportation authorities, students, and practitioners in the field of transportation systems management.


Applications of Agent Technology in Traffic and Transportation

Applications of Agent Technology in Traffic and Transportation

Author: Franziska Klügl

Publisher: Springer Science & Business Media

Published: 2006-03-30

Total Pages: 211

ISBN-13: 3764373636

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Building effective and user-friendly transportation systems is one of the big challenges for engineers in the 21st century. There is an increasing need to understand, model, and govern such systems at both, the individual and the society level. Traffic and transportation scenarios are extraordinarily appealing for Distributed Artificial Intelligence, and (multi-)agent technology in particular. This book gives an overview of recent advances in agent-based transportation systems.


The Multi-Agent Transport Simulation MATSim

The Multi-Agent Transport Simulation MATSim

Author: Andreas Horni

Publisher: Ubiquity Press

Published: 2016-08-10

Total Pages: 620

ISBN-13: 190918876X

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The MATSim (Multi-Agent Transport Simulation) software project was started around 2006 with the goal of generating traffic and congestion patterns by following individual synthetic travelers through their daily or weekly activity programme. It has since then evolved from a collection of stand-alone C++ programs to an integrated Java-based framework which is publicly hosted, open-source available, automatically regression tested. It is currently used by about 40 groups throughout the world. This book takes stock of the current status. The first part of the book gives an introduction to the most important concepts, with the intention of enabling a potential user to set up and run basic simulations. The second part of the book describes how the basic functionality can be extended, for example by adding schedule-based public transit, electric or autonomous cars, paratransit, or within-day replanning. For each extension, the text provides pointers to the additional documentation and to the code base. It is also discussed how people with appropriate Java programming skills can write their own extensions, and plug them into the MATSim core. The project has started from the basic idea that traffic is a consequence of human behavior, and thus humans and their behavior should be the starting point of all modelling, and with the intuition that when simulations with 100 million particles are possible in computational physics, then behavior-oriented simulations with 10 million travelers should be possible in travel behavior research. The initial implementations thus combined concepts from computational physics and complex adaptive systems with concepts from travel behavior research. The third part of the book looks at theoretical concepts that are able to describe important aspects of the simulation system; for example, under certain conditions the code becomes a Monte Carlo engine sampling from a discrete choice model. Another important aspect is the interpretation of the MATSim score as utility in the microeconomic sense, opening up a connection to benefit cost analysis. Finally, the book collects use cases as they have been undertaken with MATSim. All current users of MATSim were invited to submit their work, and many followed with sometimes crisp and short and sometimes longer contributions, always with pointers to additional references. We hope that the book will become an invitation to explore, to build and to extend agent-based modeling of travel behavior from the stable and well tested core of MATSim documented here.


A CO2 Emission Trading Scheme for German Road Transport

A CO2 Emission Trading Scheme for German Road Transport

Author: Patrick Jochem

Publisher: Nomos Verlagsgesellschaft

Published: 2009

Total Pages: 198

ISBN-13:

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Attempting to counter the possible impacts of global warming, the European Union has promised to reduce its carbon dioxide (CO2) emissions by 8% until 2010, compared to 1990. Although it is the only sector which increases its CO2 emissions, the transport sector, which contributes to around 28% of European CO2 emissions, has been exempted from the European Emission Trading Scheme (ETS). This dissertation develops a partial meso-economic simulation model with multi-agent attributes to assess the impacts of an upstream CO2 emission trading scheme in German road transport. The effects on certificate prices and fuel demand are calculated with respect to the individual reaction functions of households and freight forwarders. It becomes apparent that, from the current perspective, the willingness-to-pay of households for prestigious (but fuel-inefficient) cars is outbalanced by technical mitigation costs in other sectors. Thus, in the open trading scheme (extended ETS), no major changes in transport demand are assumed. The main effect will be steady CO2 emissions in road transport, but high payments to other sectors for mitigation. Macroeconomic impacts complete the analysis. Dissertation.


Computer and Information Technology

Computer and Information Technology

Author: Prasad Yarlagadda

Publisher: Trans Tech Publications Ltd

Published: 2014-02-06

Total Pages: 1713

ISBN-13: 3038264008

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Selected, peer reviewed papers from the International Forum on Computer and Information Technology (IFCIT 2013), December 24-25, 2013, Shenzhen, China