
Urban Modelling
Algorithms, Calibrations, Predictions
Michael Batty(Author)
Cambridge University Press
Published on 11. March 2010
Book
Paperback/Softback
408 pages
978-0-521-13436-1 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
Cambridge
United Kingdom
Target group
College/higher education
Product notice
Paperback (trade)
Illustrations
Worked examples or Exercises
Dimensions
Height: 229 mm
Width: 152 mm
Thickness: 24 mm
Weight
660 gr
ISBN-13
978-0-521-13436-1 (9780521134361)
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Schweitzer Classification
Other editions
Additional editions
Book
06/1976
Cambridge University Press
€6.19
Article exhausted; check for reprint
Previous edition
Book
06/1976
Cambridge University Press
€6.19
Article exhausted; check for reprint
Content
Preface; Acknowledgements; List of figures; List of tables; Introduction; 1. The art of urban modelling; 2. Models for generating and allocating urban activities; 3. Urban models as systems of equations; 4. Subregional model design: impact analysis; 5. Calibration and prediction with activity allocation models; 6. Exploratory calibration: search by golden section; 7. Calibration as non-linear optimisation; 8. Spatial system design and fast calibration of activity allocation models; 9. Hierarchical modelling; 10. Disaggregated residential location models; 11. Urban dynamics; 12. Dynamic simulation of an urban system; Conclusions; Bibliography; Author index; Subject index.