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This chapter explores the state of the emerging practice of designing markets by the use of agent-based modeling, with special reference to electricity markets and computerized (on-line) markets, perhaps including real-life electronic agents as well as human traders. The paper first reviews the...
Persistent link: https://www.econbiz.de/10014024378
En este trabajo se analizan y comparan diferentes técnicas para el diseño de clusters no jerárquico. Este análisis resulta interesante pues entre las técnicas comparadas se incluyen la usada por un conocido paquete estadístico y una serie de técnicas novedosas. Entre éstas destacan...
Persistent link: https://www.econbiz.de/10005814479
Persistent link: https://www.econbiz.de/10012806426
The authors develop a simple agent-based and stock flow consistent model of a monetary economy. Their model is well suited to explain money creation along the lines of mainstream theory. Additionally it uncovers a potential instability that follows from a maturity mismatch of assets and...
Persistent link: https://www.econbiz.de/10009773066
In this paper, the effect of the social network on macroeconomic stability is examined using an agent-based, network-based DSGE (dynamic stochastic general equilibrium) model. While the authors' primitive (first-stage) examination has the network generation mechanism as its main focus, their...
Persistent link: https://www.econbiz.de/10010259974
This paper is aimed at investigating the effects of government intervention through unemployment benefits on macroeconomic dynamics in an agent based decentralized matching framework. The major result is that the presence of such a public intervention in the economy stabilizes the aggregate...
Persistent link: https://www.econbiz.de/10010210551
This paper discusses the use of agent-based simulation models for regulatory advice in electricity market regulation. It briefly introduces the necessary procedures and the state-of-the-art of the methodology, and outlines its possible range of application. In a second part, the paper presents...
Persistent link: https://www.econbiz.de/10008596477
In electronic marketplaces automated and dynamic pricing is becoming increasingly popular. Agents that perform this task can improve themselves by learning from past observations, possibly using reinforcement learning techniques. Co-learning of several adaptive agents against each other may lead...
Persistent link: https://www.econbiz.de/10010871031
This chapter treats a variety of epistemological issues surrounding generative explanation in the social sciences, and discusses the role of agent-based computational models in generative social science.
Persistent link: https://www.econbiz.de/10014024371
Using the author's own experiences, this chapter shows how agent-based modeling (ABM) can address research questions common to many disciplines, facilitate interdisciplinary collaboration, provide a useful multidisciplinary tool when the math is intractable, and reveal unity across disciplines....
Persistent link: https://www.econbiz.de/10014024372