Multi-agent modeling and simulation of a sequential monetary production economy
AbstractIn this paper, we propose a heterogeneous interacting agent model of a sequential monetary production economy. We use a basic dynamic flow model in an interacting agent context. The economy is assumed to be closed. There are three classes of agents: a single homogeneous representative consumer, heterogeneous firms and a banking system. Bounded rationality agents make decisions by optimizing an objective function based on expectations about the future formed on past data. There are three asset classes (or debts): a single homogeneous physical good, money and debt securities. The homogeneous commodity is produced by firms and, if saved, increases their capital stock. Firms issue debts to finance growth. Firms are homogeneous as regarding marginal costs of production but are heterogeneous relative to their objective functions. Firms make different investment decisions that can ultimately result in the firm's growth or bankruptcy. The income of the homogeneous consumer depends on wage earnings, interest on debt securities and firms profit. Consumers spend their income to purchase consumption goods and corporate debt; money is also considered a reserve of value. Portfolio allocation depends on the interest rate. The money supply is exogenous and is the main control parameter of the system. The model is able to reproduce endogenous large scale economic fluctuations by means of the interplay between money supply and the interactions of heterogeneous agents.
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Bibliographic InfoPaper provided by Society for Computational Economics in its series Computing in Economics and Finance 2004 with number 260.
Date of creation: 11 Aug 2004
Date of revision:
heterogeneous agents; financial markets and the macroeconomy; computer simulation;
Other versions of this item:
- Marco Raberto & Andrea Teglio & Silvano Cincotti, 2005. "Multi-agent modeling and simulation of a sequential monetary production economy," Computational Economics 0503002, EconWPA.
- D92 - Microeconomics - - Intertemporal Choice and Growth - - - Intertemporal Firm Choice and Growth, Financing, Investment, and Capacity
- E17 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Forecasting and Simulation: Models and Applications
- E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
This paper has been announced in the following NEP Reports:
- NEP-ALL-2004-08-02 (All new papers)
- NEP-CMP-2004-08-02 (Computational Economics)
- NEP-MAC-2004-08-02 (Macroeconomics)
- NEP-MON-2004-08-02 (Monetary Economics)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Lettau, Martin & Ludvigson, Sydney, 1999.
"Consumption, Aggregate Wealth and Expected Stock Returns,"
CEPR Discussion Papers
2223, C.E.P.R. Discussion Papers.
- Martin Lettau, 2001. "Consumption, Aggregate Wealth, and Expected Stock Returns," Journal of Finance, American Finance Association, vol. 56(3), pages 815-849, 06.
- Sydney Ludvigson & Martin Lettau, 1999. "Consumption, aggregate wealth and expected stock returns," Staff Reports 77, Federal Reserve Bank of New York.
- Cincotti, Silvano & M. Focardi, Sergio & Marchesi, Michele & Raberto, Marco, 2003. "Who wins? Study of long-run trader survival in an artificial stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 324(1), pages 227-233.
- Marco Raberto & Silvano Cincott & Sergio M. Focardi & Michele Marchesi, 2002.
"Traders’ long-run wealth in an artificial financial market,"
Computing in Economics and Finance 2002
301, Society for Computational Economics.
- Marco Raberto & Silvano Cincotti & Sergio Focardi & Michele Marchesi, 2003. "Traders' Long-Run Wealth in an Artificial Financial Market," Computational Economics, Society for Computational Economics, vol. 22(2), pages 255-272, October.
- Fama, Eugene F, 1990. " Stock Returns, Expected Returns, and Real Activity," Journal of Finance, American Finance Association, vol. 45(4), pages 1089-1108, September.
- Greenwald, Bruce C & Stiglitz, Joseph E, 1993.
"Financial Market Imperfections and Business Cycles,"
The Quarterly Journal of Economics,
MIT Press, vol. 108(1), pages 77-114, February.
- Bruce C. Greenwald & Joseph E. Stiglitz, 1993. "Financial Market Imperfections and Business Cycles," NBER Working Papers 2494, National Bureau of Economic Research, Inc.
- Campbell, John, 1987.
"Stock Returns and the Term Structure,"
3207699, Harvard University Department of Economics.
- Nasseh, Alireza & Strauss, Jack, 2000. "Stock prices and domestic and international macroeconomic activity: a cointegration approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(2), pages 229-245.
- Chen, Nai-Fu, 1991. " Financial Investment Opportunities and the Macroeconomy," Journal of Finance, American Finance Association, vol. 46(2), pages 529-54, June.
- Delli Gatti, Domenico & Gallegati, Mauro & Giulioni, Gianfranco & Palestrini, Antonio, 2003.
"Financial fragility, patterns of firms' entry and exit and aggregate dynamics,"
Journal of Economic Behavior & Organization,
Elsevier, vol. 51(1), pages 79-97, May.
- Domenico Delli Gatti, Mauro Gallegati, Gianfranco Giulioni, Antonio Palestrini, -DISCUSSANT: Thomas Brenner, 2000. "Financial Fragility, Patterns Of Firms' Entry And Exit And Aggregate Dynamics," Computing in Economics and Finance 2000 282, Society for Computational Economics.
- Ferson, Wayne E & Harvey, Campbell R, 1993. "The Risk and Predictability of International Equity Returns," Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 527-66.
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