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Volumn 82, Issue 2-3, 2012, Pages 395-419

Co-learning patterns as emergent market phenomena: An electricity market illustration

Author keywords

AMES wholesale power market testbed; Capacity withholding; Co learning; Double auction; Emergence; Heat maps; Market power; Wholesale electric power market

Indexed keywords


EID: 84860494361     PISSN: 01672681     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jebo.2011.08.003     Document Type: Article
Times cited : (8)

References (48)
  • 1
    • 34247953814 scopus 로고
    • More is different
    • Anderson P.W. More is different. Science 1972, 177(4047):393-396.
    • (1972) Science , vol.177 , Issue.4047 , pp. 393-396
    • Anderson, P.W.1
  • 3
    • 0012609769 scopus 로고    scopus 로고
    • Capacity Constrained Supply Function Equilibrium Models of Electricity Markets: Stability, Non-Decreasing Constraints, and Function Space Iterations
    • University of California Energy Institute, PWP-089. Online: Accessible at .
    • Baldick, R., Hogan, W., 2002. Capacity Constrained Supply Function Equilibrium Models of Electricity Markets: Stability, Non-Decreasing Constraints, and Function Space Iterations. University of California Energy Institute, PWP-089. Online: Accessible at http://www.ucei.berkeley.edu/ucei/PDF/pwp089.pdf.
    • (2002)
    • Baldick, R.1    Hogan, W.2
  • 5
    • 84884074935 scopus 로고    scopus 로고
    • Agent-based modeling: the right mathematics for the social sciences?
    • Edward Elgar Publishing, Northhampton, MA, J.B. Davis, D.W. Hands (Eds.)
    • Borrill P., Tesfatsion L. Agent-based modeling: the right mathematics for the social sciences?. Elgar Recent Economic Methodology Companion 2011, Edward Elgar Publishing, Northhampton, MA. J.B. Davis, D.W. Hands (Eds.).
    • (2011) Elgar Recent Economic Methodology Companion
    • Borrill, P.1    Tesfatsion, L.2
  • 6
    • 0002180141 scopus 로고
    • The Mandelbrot set. Devaney, R.L., Keen, L. (Eds.), Chaos and Fractals: The Mathematics Behind the Computer Graphics. Proceedings of Symposia in Applied Mathematics. American Mathematical Society, Providence, RI
    • Branner, B., 1989. The Mandelbrot set. In: Devaney, R.L., Keen, L. (Eds.), Chaos and Fractals: The Mathematics Behind the Computer Graphics. Proceedings of Symposia in Applied Mathematics, vol. 39. American Mathematical Society, Providence, RI, pp. 75-105.
    • (1989) , vol.39 , pp. 75-105
    • Branner, B.1
  • 8
    • 85020216227 scopus 로고    scopus 로고
    • The re-emergence of " emergence": a venerable concept in search of a theory
    • Corning P.A. The re-emergence of " emergence": a venerable concept in search of a theory. Complexity 2002, 7(6):18-30.
    • (2002) Complexity , vol.7 , Issue.6 , pp. 18-30
    • Corning, P.A.1
  • 9
    • 41749107973 scopus 로고    scopus 로고
    • Tacit collusion and capacity withholding in repeated uniform price auctions
    • Dechenaux E., Kovenock D. Tacit collusion and capacity withholding in repeated uniform price auctions. RAND Journal of Economics 2007, 38(4):1044-1069.
    • (2007) RAND Journal of Economics , vol.38 , Issue.4 , pp. 1044-1069
    • Dechenaux, E.1    Kovenock, D.2
  • 10
    • 0036783879 scopus 로고    scopus 로고
    • Emergence of social conventions in complex networks
    • Delgado J. Emergence of social conventions in complex networks. Artificial Intelligence 2002, 141:171-185.
    • (2002) Artificial Intelligence , vol.141 , pp. 171-185
    • Delgado, J.1
  • 11
    • 84899380597 scopus 로고    scopus 로고
    • Emergence in agent-based computational social science: Conceptual, formal and diagrammatic analysis
    • In: Yang, A., Shan, Y. (Eds.), Intelligent Complex Adaptive Systems. Idea Group Incorporated (IGI) Global, Chapter 9. Online: Accessible at .
    • Dessalles J.L., Ferber J., Phan D., 2008. Emergence in agent-based computational social science: Conceptual, formal and diagrammatic analysis. In: Yang, A., Shan, Y. (Eds.), Intelligent Complex Adaptive Systems. Idea Group Incorporated (IGI) Global, pp. 255-299, Chapter 9. Online: Accessible at http://www.gemas.msh-paris.fr/dphan/papers/DessallesFerberPhan2007.pdf.
    • (2008) , pp. 255-299
    • Dessalles, J.L.1    Ferber, J.2    Phan, D.3
  • 12
    • 0002180141 scopus 로고
    • Chaos and fractals: the mathematics behind the computer graphics
    • American Mathematical Society, Providence, RI, R.L. Devaney, L. Keen (Eds.)
    • Chaos and fractals: the mathematics behind the computer graphics. Proceedings of Symposia in Applied Mathematics, vol. 39 1989, American Mathematical Society, Providence, RI. R.L. Devaney, L. Keen (Eds.).
    • (1989) Proceedings of Symposia in Applied Mathematics , vol.39
  • 14
    • 72949083817 scopus 로고
    • Allocative efficiency of markets with zero intelligence traders: market as a partical substitute for individual rationality
    • Gode D.K., Sunder S. Allocative efficiency of markets with zero intelligence traders: market as a partical substitute for individual rationality. Journal of Political Economy 1993, 101:119-137.
    • (1993) Journal of Political Economy , vol.101 , pp. 119-137
    • Gode, D.K.1    Sunder, S.2
  • 15
    • 0010122672 scopus 로고    scopus 로고
    • What makes markets allocationally efficient?
    • Gode D.K., Sunder S. What makes markets allocationally efficient?. Quarterly Journal of Economics 1997, 112(2):603-630.
    • (1997) Quarterly Journal of Economics , vol.112 , Issue.2 , pp. 603-630
    • Gode, D.K.1    Sunder, S.2
  • 16
    • 84860452394 scopus 로고    scopus 로고
    • April. The anatomy of emergence, with a focus on capital formation. Working Paper, Department of Economics, New York University.
    • Harper, D.A., Endres, A.M., 2010, April. The anatomy of emergence, with a focus on capital formation. Working Paper, Department of Economics, New York University.
    • (2010)
    • Harper, D.A.1    Endres, A.M.2
  • 18
    • 0012330941 scopus 로고    scopus 로고
    • The concept of emergence in social science: its history and importance
    • Hodgson G.M. The concept of emergence in social science: its history and importance. Emergence 2000, 2(4):65-77.
    • (2000) Emergence , vol.2 , Issue.4 , pp. 65-77
    • Hodgson, G.M.1
  • 19
    • 84860442299 scopus 로고    scopus 로고
    • IEEE. Task Force on Open Source Software for Power Systems. Institute of Electrical and Electronic Engineers. Online: Accessible at .
    • IEEE, 2011. Task Force on Open Source Software for Power Systems. Institute of Electrical and Electronic Engineers. Online: Accessible at http://ewh.ieee.org/cmte/psace/CAMS_taskforce/index.htm.
    • (2011)
  • 20
    • 84960597456 scopus 로고
    • Ants, rationality, and recruitment
    • Kirman A. Ants, rationality, and recruitment. Quarterly Journal of Economics 1993, 108(1):137-156.
    • (1993) Quarterly Journal of Economics , vol.108 , Issue.1 , pp. 137-156
    • Kirman, A.1
  • 21
    • 0012231290 scopus 로고
    • Emergent conventions and the structure of multi-agent systems
    • Santa Fe Institute/Addison-Wesley, Reading, MA, L. Nadel, D. Stein (Eds.)
    • Kittock J.E. Emergent conventions and the structure of multi-agent systems. 1993 Lectures in Complex Systems, SFI Studies in the Sciences of Complexity, vol. VI 1995, 507-521. Santa Fe Institute/Addison-Wesley, Reading, MA. L. Nadel, D. Stein (Eds.).
    • (1995) 1993 Lectures in Complex Systems, SFI Studies in the Sciences of Complexity, vol. VI , pp. 507-521
    • Kittock, J.E.1
  • 22
    • 84860452391 scopus 로고    scopus 로고
    • The two faces of emergence in economics
    • Bryn Mawr College, July 18. Online: Accessible at .
    • Kuperberg, M., 2006. The two faces of emergence in economics. Presented at Emergent Systems: A Discussion, Center for Science in Society, Bryn Mawr College, July 18. Online: Accessible at http://www.econ.iastate.edu/tesfatsi/TwoFacesOfEmergence.MKuperberg.pdf.
    • (2006) Presented at Emergent Systems: A Discussion, Center for Science in Society
    • Kuperberg, M.1
  • 27
    • 70349180695 scopus 로고    scopus 로고
    • Capacity withholding in restructured wholesale power markets: an agent-based testbed study
    • Seattle, WA. Online: Accessible at .
    • Li, H., Tesfatsion, L., 2009. Capacity withholding in restructured wholesale power markets: an agent-based testbed study. In: Proceedings of the IEEE Power Systems Conference & Exposition (PSCE), Seattle, WA. Online: Accessible at http://www.econ.iastate.edu/tesfatsi/CapacityWithhold.LiTesPSCE2009.pdf.
    • (2009) Proceedings of the IEEE Power Systems Conference & Exposition (PSCE)
    • Li, H.1    Tesfatsion, L.2
  • 28
    • 77649299119 scopus 로고    scopus 로고
    • The AMES wholesale power market testbed: a computational laboratory for research, teaching, and training
    • Alberta, CA. Online: Accessible at .
    • Li, H., Tesfatsion, L., 2009. The AMES wholesale power market testbed: a computational laboratory for research, teaching, and training. In: Proceedings of the IEEE Power and Energy Society General Meeting, Calgary, Alberta, CA. Online: Accessible at http://www.econ.iastate.edu/tesfatsi/AMESTestBed.2009IEEEPESGM.pdf.
    • (2009) Proceedings of the IEEE Power and Energy Society General Meeting, Calgary
    • Li, H.1    Tesfatsion, L.2
  • 29
    • 78649537203 scopus 로고    scopus 로고
    • Development of open source software for power market research: the AMES testbed
    • Li H., Tesfatsion L. Development of open source software for power market research: the AMES testbed. Journal of Energy Markets 2009, 2(2):111-128.
    • (2009) Journal of Energy Markets , vol.2 , Issue.2 , pp. 111-128
    • Li, H.1    Tesfatsion, L.2
  • 30
    • 79955529522 scopus 로고    scopus 로고
    • ISO net surplus collection and allocation in wholesale power markets under LMP
    • Li H., Tesfatsion L. ISO net surplus collection and allocation in wholesale power markets under LMP. IEEE Transactions on Power Systems 2011, 26(2):627-641.
    • (2011) IEEE Transactions on Power Systems , vol.26 , Issue.2 , pp. 627-641
    • Li, H.1    Tesfatsion, L.2
  • 32
    • 84860452389 scopus 로고    scopus 로고
    • Separation and volatility of locational marginal prices in restructured wholesale power markets. Economics Working Paper {music sharp sign}09009, Iowa State University, Ames, Iowa. Online: Accessible at .
    • Li, H., Sun, J., Tesfatsion, L., 2009. Separation and volatility of locational marginal prices in restructured wholesale power markets. Economics Working Paper {music sharp sign}09009, Iowa State University, Ames, Iowa. Online: Accessible at http://www.econ.iastate.edu/research/publications/viewabstract.asp%3Fpid=13075.
    • (2009)
    • Li, H.1    Sun, J.2    Tesfatsion, L.3
  • 33
    • 0035481191 scopus 로고    scopus 로고
    • Market power and efficiency in a computational electricity market with discriminatory double-auction pricing
    • Nicolaisen J., Petrov V., Tesfatsion L. Market power and efficiency in a computational electricity market with discriminatory double-auction pricing. IEEE Transactions on Evolutionary Computation 2001, 5(5):504-523.
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.5 , pp. 504-523
    • Nicolaisen, J.1    Petrov, V.2    Tesfatsion, L.3
  • 34
    • 63849170970 scopus 로고    scopus 로고
    • Emergent properties
    • Online: Accessible at , E.N. Zalta (Ed.)
    • O'Connor R., Wong H.Y. Emergent properties. The Stanford Encyclopedia of Philosophy 2006, Online: Accessible at http://plato.stanford.edu/entries/properties-emergent/. E.N. Zalta (Ed.).
    • (2006) The Stanford Encyclopedia of Philosophy
    • O'Connor, R.1    Wong, H.Y.2
  • 35
    • 84860431920 scopus 로고    scopus 로고
    • A comparative study of Roth-Erev and modified Roth-Erev reinforcement learning algorithms for uniform-price double auctions. M.S. Thesis, Computer Science Department, Iowa State University, Ames, Iowa.
    • Pentapalli, M., 2008. A comparative study of Roth-Erev and modified Roth-Erev reinforcement learning algorithms for uniform-price double auctions. M.S. Thesis, Computer Science Department, Iowa State University, Ames, Iowa.
    • (2008)
    • Pentapalli, M.1
  • 36
    • 58149324992 scopus 로고
    • Learning in extensive form games: experimental data and simple dynamic models in the intermediate term
    • Roth A.E., Erev I. Learning in extensive form games: experimental data and simple dynamic models in the intermediate term. Games and Economic Behavior 1995, 8:164-212.
    • (1995) Games and Economic Behavior , vol.8 , pp. 164-212
    • Roth, A.E.1    Erev, I.2
  • 39
    • 84860442297 scopus 로고
    • Co-learning and the Evolution of Social Activity. Technical Report, Stanford University.
    • Shoham, Y., Tennenholtz, M., 1994. Co-learning and the Evolution of Social Activity. Technical Report, Stanford University.
    • (1994)
    • Shoham, Y.1    Tennenholtz, M.2
  • 42
    • 33845192312 scopus 로고    scopus 로고
    • Varieties of emergentism
    • Stephan A. Varieties of emergentism. Evolution and Cognition 1999, 5(1):49-59.
    • (1999) Evolution and Cognition , vol.5 , Issue.1 , pp. 49-59
    • Stephan, A.1
  • 43
    • 36348967842 scopus 로고    scopus 로고
    • Agent-based analysis of capacity withholding and tacit collusion in electricity markets
    • Tellidou A., Bakirtzis A. Agent-based analysis of capacity withholding and tacit collusion in electricity markets. IEEE Transactions on Power Systems 2007, 22(4):1735-1742.
    • (2007) IEEE Transactions on Power Systems , vol.22 , Issue.4 , pp. 1735-1742
    • Tellidou, A.1    Bakirtzis, A.2
  • 44
    • 84860452390 scopus 로고    scopus 로고
    • AMES Wholesale Power Market Testbed Homepage. Iowa State University. Online: Accessible at .
    • Tesfatsion, L., 2010. AMES Wholesale Power Market Testbed Homepage. Iowa State University. Online: Accessible at http://www.econ.iastate.edu/tesfatsi/AMESMarketHome.htm.
    • (2010)
    • Tesfatsion, L.1
  • 48
    • 43549105150 scopus 로고    scopus 로고
    • A critical survey of agent-based wholesale electricity market models
    • Weidlich A., Veit D. A critical survey of agent-based wholesale electricity market models. Energy Economics 2008, 30(4):1728-1759.
    • (2008) Energy Economics , vol.30 , Issue.4 , pp. 1728-1759
    • Weidlich, A.1    Veit, D.2


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