Urban Modelling: Algorithms, Calibrations, Predictions

by Michael Batty

• ISBN13: 9780521134361
• ISBN10: 0521134366
• Format: Paperback
• Copyright: 2010-03-11
• Publisher: Cambridge University Press

Summary

Originally published in 1976, this book introduced a series of mathematical models of urban phenomena relevant to scientists and planners attempting to understand and predict the form of cities and regions. Dr Batty organises the book around the main theme of designing and using such models in practical situations and develops a family of static and dynamic models dealing with the location of land use and economic activities. He describes the models both as urban theories and as computer algorithms, and thoroughly explores the process of calibrating or 'tuning' the models to reflect reality. Problems concerning the definition of the spatial systems to which these models refer are examined, as are other practical difficulties such as data organisation. The quasi-experimental approach which characterises this style of computer model-building extends to using the models in conditional prediction and Dr Batty discusses their role in the planning process, with their use in testing the impact of public policies on existing conditions.

Table of Contents

Preface

Acknowledgements

List of figures

List of tables

Introduction

The art of urban modelling

Models for generating and allocating urban activities

Urban models as systems of equations

Subregional model design: impact analysis

Calibration and prediction with activity allocation models

Exploratory calibration: search by golden section

Calibration as non-linear optimisation

Spatial system design and fast calibration of activity allocation models

Hierarchical modelling

Disaggregated residential location models

Urban dynamics

Dynamic simulation of an urban system

Conclusions

Bibliography

Author index

Subject index

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