Ranking via Arrow-Debreu Equilibrium
classification
💻 cs.GT
keywords
rankingequilibriuminvariantmethodpageranktheoryadditivearrow-debreu
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In this paper, we establish a connection between ranking theory and general equilibrium theory. First of all, we show that the ranking vector of PageRank or Invariant method is precisely the equilibrium of a special Cobb-Douglas market. This gives a natural economic interpretation for the PageRank or Invariant method. Furthermore, we propose a new ranking method, the CES ranking, which is minimally fair, strictly monotone and invariant to reference intensity, but not uniform or weakly additive.
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