Berliant, Marcus and Fujita, Masahisa (2007): Knowledge creation as a square dance on the Hilbert cube.
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This paper presents a micro-model of knowledge creation through the interactions among a group of people. Our model incorporates two key aspects of the cooperative process of knowledge creation: (i) heterogeneity of people in their state of knowledge is essential for successful cooperation in the joint creation of new ideas, while (ii) the very process of cooperative knowledge creation affects the heterogeneity of people through the accumulation of knowledge in common. The model features myopic agents in a pure externality model of interaction. Surprisingly, in the general case for a large set of initial conditions we find that the equilibrium process of knowledge creation converges to the most productive state, where the population splits into smaller groups of optimal size; close interaction takes place within each group only. This optimal size is larger as the heterogeneity of knowledge is more important in the knowledge production process. Equilibrium paths are found analytically, and they are a discontinuous function of initial heterogeneity.
|Item Type:||MPRA Paper|
|Institution:||Washington University in St. Louis|
|Original Title:||Knowledge creation as a square dance on the Hilbert cube|
|Keywords:||knowledge creation; knowledge externalities; dynamic R and D; endogenous agent heterogeneity|
|Subjects:||D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D83 - Search; Learning; Information and Knowledge; Communication; Belief
O - Economic Development, Technological Change, and Growth > O3 - Technological Change; Research and Development; Intellectual Property Rights > O31 - Innovation and Invention: Processes and Incentives
|Depositing User:||Marcus Berliant|
|Date Deposited:||24. Apr 2007|
|Last Modified:||14. Feb 2013 18:55|
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