Neural networks in transport applications. (Book, 1998) [WorldCat.org]
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Neural networks in transport applications.

Author: Veli Himanen
Publisher: Aldershot : Ashgate Pub., 1998.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
The analysis of human behaviour from the viewpoint of network developments has gained much scientific attention. Especially in a spatial context, many network models have been designed. Network models centre their analysis around the spatial behaviour of individuals or groups in an organized pattern of nodes and links. Since the 1970s, a wide range of such models has been developed and applied. Examples are linear
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Document Type: Book
All Authors / Contributors: Veli Himanen
ISBN: 184014808X 9781840148084
OCLC Number: 473925487
Description: 364 s
Contents: Theoretical considerations: neural networks --
an overview and applications in the space economy, travel behaviour, performance of backpropogation ANN with different training parameters for modelling, daily travelling viewed by self-organizing maps, neural networks and logit models applied to commuters' mobility in the metropolitan area of Milan, neural networks as adaptive logit models, neural network analysis of travel behaviour, a methodology for modelling driver behaviour in signalized urban intersections using artificial neural networks --
Traffic flow: traffic light signal junction control by neural networks; exploring traffic systems by elasticity analysis of neural networks; factors influencing the performance of a neural network driver decision model --
a case study using simulated data; neural network models applied to tarrif flow problems; two dimensional estimation of speed flow-relationships with backpropogation neural networks --
Traffic management: the application of fuzzy multiobjective and artificial neural networks for urban public transit equilibrium; the impact of data quantity on the performance of the neural networks freeway incident detection models; predicting parking characteristics --
the use of neural networks to support parking management; travel time prediction for freeway traffic information by neural network driven fuzzy reasoning.

Abstract:

Exploring human behaviour from the viewpoint of network developments, this book studies the potential of neural network analysis for research applications in the transportation sector. It focuses on  Read more...

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