ABSTRACT

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.

part A|2 pages

Overview

chapter 2|34 pages

Neural Networks: An Overview and Applications in the Space Economy

ByAura Reggiani, Roberta Romanelli, Tommaso Tritapepe, Peter Nijkamp

part B|2 pages

Travel Behaviour

chapter 3|28 pages

Analysis of Performance of Backpropagation ANN with Different Training Parameters

ByArdeshir Faghri, Aneja Sandeep

chapter 4|26 pages

Daily Travelling Viewed by Self-Organizing Maps

ByVeli Himanen, Tuuli Järvi-Nykänen, Juha Raitio

chapter 6|20 pages

Neural Networks as Adaptive Logit Models

ByLaurie A. Schintler, O. Olurotimi

chapter 7|20 pages

Neural Network Analysis of Travel Behaviour

ByDeborah Shmueli, Ilan Salomon, Daniel Shefer

part C|2 pages

Traffic Flow

chapter 9|18 pages

A New Traffic Light Single Junction Control System Implemented by a Symbolic Neural Network

ByE. Burattini, M. De Gregorio, G. Improta

chapter 10|18 pages

Exploring Traffic Systems by Elasticity Analysis of Neural Networks

ByMark Dougherty

chapter 12|14 pages

Neural Network Models Applied to Traffic Flow Problems

ByTakashi Nakatsuji, Shuetsu Shibuya

part D|2 pages

Traffic Management

chapter 16|14 pages

Predicting Parking Characteristics: The Use of Neural Networks to Support Parking Management

ByMarios Kontaratos, Tasos Tillis, Kleanthis Kleanthous

chapter 17|10 pages

Travel Time Prediction for Freeway Traffic Information by Neural Network Driven Fuzzy Reasoning

ByHiroshi Matsui, Motohiro Fujita