Interacting Multiagent Systems

Interacting Multiagent Systems

AngličtinaEbook
Pareschi, Lorenzo
OUP Oxford
EAN: 9780191627989
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Podrobné informace

The description of emerging collective phenomena and self-organization in systems composed of large numbers of individuals has gained increasing interest from various research communities in biology, ecology, robotics and control theory, as well as sociology and economics. Applied mathematics is concerned with the construction, analysis and interpretation of mathematical models that can shed light on significant problems of the natural sciences as well as our daily lives. To this set of problems belongs the description of the collective behaviours of complex systems composed by a large enough number of individuals. Examples of such systems are interacting agents in a financial market, potential voters during political elections, or groups of animals with atendency to flock or herd. Among other possible approaches, this book provides a step-by-step introduction to the mathematical modelling based on a mesoscopic description and the construction of efficient simulation algorithms by Monte Carlo methods. The arguments of the book cover various applications, from the analysis of wealth distributions, the formation of opinions and choices, the price dynamics in a financial market, to the description of cell mutations and the swarming of birds and fishes. By means of methods inspired by the kinetic theory of rarefied gases, a robust approach to mathematical modelling and numerical simulation of multi-agent systems is presented in detail. The content is a useful reference text for appliedmathematicians, physicists, biologists and economists who want to learn about modelling and approximation of such challenging phenomena.
EAN 9780191627989
ISBN 0191627984
Typ produktu Ebook
Vydavatel OUP Oxford
Datum vydání 28. listopadu 2013
Stránky 392
Jazyk English
Země United Kingdom
Autoři Pareschi, Lorenzo; Toscani, Giuseppe
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