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Neural Networks in Transport Applications

2019-07-09 Social Science
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Release : 2019-07-09
Genre : Social Science
Kind : eBook
Book Rating : 649/5 ( reviews)

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Book Synopsis Neural Networks in Transport Applications by : Veli Himanen

Download or read book Neural Networks in Transport Applications written by Veli Himanen. This book was released on 2019-07-09. Available in PDF, EPUB and Kindle. Book excerpt: First published in 1998, this volume enters the debate on human behaviour in the form of neural networks in a spatial context. As most transportation research techniques had been developed in the 1960s and 1970s, these authors sought to bring that research into the modern era. Featuring 17 articles from 37 contributors, it begins with an overview and proceeds to examine aspects of travel behaviour, traffic flow and traffic management.

Neural Network Applications to Transportation

1991 Expert systems (Computer science)
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Release : 1991
Genre : Expert systems (Computer science)
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Neural Network Applications to Transportation by : Martin Laplante

Download or read book Neural Network Applications to Transportation written by Martin Laplante. This book was released on 1991. Available in PDF, EPUB and Kindle. Book excerpt: This project was conducted to sensitize transportation managers to the capabilities of neural network implementations through the production of educational materials and to identify transportation applications where a neural network implementation would provide an appropriate solution. The document contains a tutorial-type introduction to neural networks and describes the major classes of applications and types of neural networks, categorized as classification, prediction, sensor fusion, optimization, control, storage, and new computing paradigms. About 100 potential applications were found, about 12 of which are singled out for more detailed analysis.

Applications of Neural Networks in Transportation Planning

1998 Political Science
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Release : 1998
Genre : Political Science
Kind : eBook
Book Rating : 763/5 ( reviews)

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Book Synopsis Applications of Neural Networks in Transportation Planning by : Deborah Shmueli

Download or read book Applications of Neural Networks in Transportation Planning written by Deborah Shmueli. This book was released on 1998. Available in PDF, EPUB and Kindle. Book excerpt:

Applications of Neural Networks in Transportation

1997
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Release : 1997
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Applications of Neural Networks in Transportation by :

Download or read book Applications of Neural Networks in Transportation written by . This book was released on 1997. Available in PDF, EPUB and Kindle. Book excerpt:

Traffic Control and Transport Planning:

2012-12-06 Mathematics
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Release : 2012-12-06
Genre : Mathematics
Kind : eBook
Book Rating : 036/5 ( reviews)

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Book Synopsis Traffic Control and Transport Planning: by : Dusan Teodorovic

Download or read book Traffic Control and Transport Planning: written by Dusan Teodorovic. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: When solving real-life engineering problems, linguistic information is often encountered that is frequently hard to quantify using "classical" mathematical techniques. This linguistic information represents subjective knowledge. Through the assumptions made by the analyst when forming the mathematical model, the linguistic information is often ignored. On the other hand, a wide range of traffic and transportation engineering parameters are characterized by uncertainty, subjectivity, imprecision, and ambiguity. Human operators, dispatchers, drivers, and passengers use this subjective knowledge or linguistic information on a daily basis when making decisions. Decisions about route choice, mode of transportation, most suitable departure time, or dispatching trucks are made by drivers, passengers, or dispatchers. In each case the decision maker is a human. The environment in which a human expert (human controller) makes decisions is most often complex, making it difficult to formulate a suitable mathematical model. Thus, the development of fuzzy logic systems seems justified in such situations. In certain situations we accept linguistic information much more easily than numerical information. In the same vein, we are perfectly capable of accepting approximate numerical values and making decisions based on them. In a great number of cases we use approximate numerical values exclusively. It should be emphasized that the subjective estimates of different traffic parameters differs from dispatcher to dispatcher, driver to driver, and passenger to passenger.

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