COWLES FOUNDATION FOR RESEARCH IN
ECONOMICS Box 208281
COWLES FOUNDATION DISCUSSION PAPER NO. 1868 Decoupling Markets and Individuals: Karim Jamal, University of Alberta July 2012 Attainment of rational expectations equilibria in asset markets calls
for the price system to disseminate traders private information to others. It is
known that markets populated by asymmetrically-informed profit-motivated human traders can
converge to rational expectations equilibria. This paper reports comparable market
outcomes when human traders are replaced by boundedly-rational algorithmic agents who use
a simple means-end heuristic. These algorithmic agents lack the capability to optimize;
yet outcomes of markets populated by them converge near the equilibrium derived from
optimization assumptions. These findings suggest that market structure is an important
determinant of efficient aggregate level outcomes, and that care is necessary not to
overstate the importance of human cognition and conscious optimization in such contexts. |