Das Buch ist derzeit nicht auf Lager
Mehr zum Buch
The book introduces a Markov chain approach for analyzing microscopic models of complex systems at the individual level. It establishes a framework for aggregation in agent-based models, utilizing lumpability and information theory to connect micro and macro observations. A detailed "micro-chain" representation is developed, focusing on transition rates and the stochastic elements that govern dynamics in "voter-like" models relevant to population genetics and social dynamics. The work emphasizes how aggregation issues in ABMs can be understood through a broader informational context, enhancing the analysis of complex systems.
Buchkauf
Markov Chain Aggregation for Agent-Based Models, Sven Banisch
- Sprache
- Erscheinungsdatum
- 2016
- product-detail.submit-box.info.binding
- (Hardcover)
Wir benachrichtigen dich per E-Mail.
Lieferung
Zahlungsmethoden
Feedback senden
- Titel
- Markov Chain Aggregation for Agent-Based Models
- Sprache
- Englisch
- Autor*innen
- Sven Banisch
- Erscheinungsdatum
- 2016
- Einband
- Hardcover
- Seitenzahl
- 212
- ISBN13
- 9783319248752
- Kategorie
- Mathematik, Naturwissenschaften
- Beschreibung
- The book introduces a Markov chain approach for analyzing microscopic models of complex systems at the individual level. It establishes a framework for aggregation in agent-based models, utilizing lumpability and information theory to connect micro and macro observations. A detailed "micro-chain" representation is developed, focusing on transition rates and the stochastic elements that govern dynamics in "voter-like" models relevant to population genetics and social dynamics. The work emphasizes how aggregation issues in ABMs can be understood through a broader informational context, enhancing the analysis of complex systems.