Interacting Learning Agents

Name: Interacting Learning Agents
Brand: VDM Verlag
SKU: 9783639190946
Price: 1618 CZK
Availability: InStock

Models, Simulations, Experiments

Autor: Viktoriya Semeshenko

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: U nakladatele na objednávku

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Individuals decisions in social systems are frequently influenced by the behavior or choices of oth...

Informace o knize

Autor

Viktoriya Semeshenko

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

176

EAN

9783639190946

ISBN

3639190947

Enbook ID

06827202

Vydavatel

VDM Verlag

Hmotnost

263

Rozměry

229 x 152 x 10

Kompletní popis

Individuals decisions in social systems are frequently influenced by the behavior or choices of others. These social effects may lead to multiple collective states, bringing up coordination problems. The outcome cannot be predicted a priori even in small systems. Depending on the intensity of interactions and the individuals learning capacities, non-optimal states may emerge, due to coordination failures. Understanding the emergence of collective states, which comes from the individual behavior of a large number of interacting individuals, is essential for the comprehension of social and industrial organizations. Here we present a study of such collective phenomena using methods of statistical physics and numerical simulations. We explore how the heterogeneity of the individuals, their interactions and learning capacities influence the system s behavior. Equilibrium properties and dynamics obtained with various learning scenarios are thoroughly analyzed. Furthermore, interesting experimental studies address the issues of coordination problems with heterogeneous players. This work is aimed at a broad audience of researchers and students in areas of social and natural sciences.

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Interacting Learning Agents

Models, Simulations, Experiments

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také