Statistical Physics and Computational Methods for Evolutionary Game Theory
This book presents an introduction to Evolutionary Game Theory (EGT) which is an emerging field in the area of complex systems attracting the attention of researchers from disparate scientific communities. EGT allows one to represent and study several complex phenomena, such as the emergence of coop...
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| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Cham :
Springer International Publishing,
2018.
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| Vydání: | 1st ed. 2018. |
| Edice: | SpringerBriefs in Complexity,
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| Témata: | |
| ISBN: | 9783319702056 |
| ISSN: | 2191-5326 |
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| 020 | |a 9783319702056 | ||
| 024 | 7 | |a 10.1007/978-3-319-70205-6 |2 doi | |
| 035 | |a CVTIDW14296 | ||
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| 041 | |a eng | ||
| 100 | 1 | |a Javarone, Marco Alberto. |4 aut | |
| 245 | 1 | 0 | |a Statistical Physics and Computational Methods for Evolutionary Game Theory |h [electronic resource] / |c by Marco Alberto Javarone. |
| 250 | |a 1st ed. 2018. | ||
| 260 | 1 | |a Cham : |b Springer International Publishing, |c 2018. | |
| 300 | |a IX, 74 p. 27 illus., 25 illus. in color. |b online resource. | ||
| 490 | 1 | |a SpringerBriefs in Complexity, |x 2191-5326 | |
| 500 | |a Physics and Astronomy | ||
| 505 | 0 | |a Chapter 1. Introduction -- Chapter 2. Modeling Complex Systems -- Chapter 3. Evolutionary Games I: Statistical Physics -- Chapter 4 Evolutionary Games II: Applications -- Chapter 5. Conclusions. | |
| 516 | |a text file PDF | ||
| 520 | |a This book presents an introduction to Evolutionary Game Theory (EGT) which is an emerging field in the area of complex systems attracting the attention of researchers from disparate scientific communities. EGT allows one to represent and study several complex phenomena, such as the emergence of cooperation in social systems, the role of conformity in shaping the equilibrium of a population, and the dynamics in biological and ecological systems. Since EGT models belong to the area of complex systems, statistical physics constitutes a fundamental ingredient for investigating their behavior. At the same time, the complexity of some EGT models, such as those realized by means of agent-based methods, often require the implementation of numerical simulations. Therefore, beyond providing an introduction to EGT, this book gives a brief overview of the main statistical physics tools (such as phase transitions and the Ising model) and computational strategies for simulating evolutionary games (such as Monte Carlo algorithms on lattices). This book will appeal to students and researchers in this burgeoning field of complex systems. | ||
| 650 | 0 | |a Statistical physics. | |
| 650 | 0 | |a Game theory. | |
| 650 | 0 | |a Social sciences-Data processing. | |
| 650 | 0 | |a Social sciences-Computer programs. | |
| 650 | 0 | |a Sociophysics. | |
| 650 | 0 | |a Econophysics. | |
| 650 | 0 | |a Evolutionary biology. | |
| 650 | 0 | |a Python (Computer program language). | |
| 856 | 4 | 0 | |u http://hanproxy.cvtisr.sk/han/cvti-ebook-springer-eisbn-978-3-319-70205-6 |y Vzdialený prístup pre registrovaných používateľov |
| 910 | |b ZE11576 | ||
| 919 | |a 978-3-319-70205-6 | ||
| 974 | |a andrea.lebedova |f Elektronické zdroje | ||
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