Geo-mathematical modelling: models from complexity science Sir Alan
Wilson, Centre for Advanced Spatial Analysis, University College
London Mathematical and computer models for a complexity science
tool kit Geographical systems are characterised by locations,
activities at locations, interactions between them and the
infrastructures that carry these activities and flows. They can be
described at a great variety of scales, from individuals and
organisations to countries. Our understanding, often partial, of these
entities, and in many cases this understanding is represented in
theories and associated mathematical models. In this book, the main
examples are models that represent elements of the global system
covering such topics as trade, migration, security and development aid
together with examples at finer scales. This provides an effective
toolkit that can not only be applied to global systems, but more
widely in the modelling of complex systems. All complex systems
involve nonlinearities involving path dependence and the possibility
of phase changes and this makes the mathematical aspects particularly
interesting. It is through these mechanisms that new structures can be
seen to ‘emerge’, and hence the current notion of ‘emergent
behaviour’. The range of models demonstrated include account-based
models and biproportional fitting, structural dynamics, space-time
statistical analysis, real-time response models, Lotka-Volterra models
representing ‘war’, agent-based models, epidemiology and
reaction-diffusion approaches, game theory, network models and
finally, integrated models. Geo-mathematical modelling: Presents
mathematical models with spatial dimensions. Provides representations
of path dependence and phase changes. Illustrates complexity science
using models of trade, migration, security and development aid.
Demonstrates how generic models from the complexity science tool kit
can each be applied in a variety of situations This book is for
practitioners and researchers in applied mathematics, geography,
economics, and interdisciplinary fields such as regional science and
complexity science. It can also be used as the basis of a modelling
course for postgraduate students.
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New Tools for Complexity Science
Produktdetaljer
ISBN
9781118937440
Publisert
2018
Utgave
1. utgave
Utgiver
Vendor
John Wiley & Sons P&T
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter