Abstract
In this research we investigate the algorithms for cooperative computation based on a market mechanism. We define economic agents as autonomous software entities that behave based on the market principle. They have their own computational capability and they are also designed to have their own utility function as defined by the market prices. We obtain both competitive and cooperative equilibrium solutions in an interdependent market and we discuss how a cooperative solution can be obtained through the decentralized computation of economic agents with self-interest seeking behaviors. We also provide an dynamic adaptive model for each economic agent, analyze the stability of the cooperative computation, and show that the convergence of the market depends on the internal model of each economic agent.
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References
Adam N.Q., Yesha Y. (1997) Electronic Commerce, Springer
Carley K., Prietula M. (1994) Computational Organization Theory, Lawrence Erallbawn
Bakos Y. (1998) The Emerging Role of Electronic Marketplaces on the Internet, Communications of the ACM 41, 35–42
Creps J.E. (1991) An Introduction to Modern Micro Economics, The MIT Press
Friedman J. (1990) Game Theory with Applications to Economics, The Oxford Univ. Press
Fudenberg D.E., Tirole J. (1991) Game Theory, The MIT Press
Gasse L. (1991) Social Conceptions of Knowledge and Action: DAI Foundations and Open Systems Semantics, Artificial Intelligence 47, 107–135
Kirman A., Salmon M. (1995) Learning and Rationality in Economics, Black-well
Kurose J., Simha R. (1989) A Microeconomic Approach to Optimal Resource Allocation in Distributed Computer Systems, IEEE Tran, on Computers 38, 705–717
McKnight L.W., Bailey J.P. (1997) Internet Economics, The MIT Press
O’Hare G.M.P., Jennings N.R. (1996) Foundations of Distributed Artificial Intelligence, Wiley-Interscience
Shoham Y. (1993) Agent-oriented Programming, Artificial Intelligence 60, 51–92
Waldspurger C. (1989) SPAWN: A Distributed Computational Economy, IEEE Tran, on Software Engineering 18, 103–117
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© 2002 Springer-Verlag Berlin Heidelberg
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Ishinishi, M., Sato, H., Namatame, A. (2002). Cooperative Computation with Market Mechanism. In: Chen, SH. (eds) Evolutionary Computation in Economics and Finance. Studies in Fuzziness and Soft Computing, vol 100. Physica, Heidelberg. https://doi.org/10.1007/978-3-7908-1784-3_10
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DOI: https://doi.org/10.1007/978-3-7908-1784-3_10
Publisher Name: Physica, Heidelberg
Print ISBN: 978-3-7908-2512-1
Online ISBN: 978-3-7908-1784-3
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