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A lower bound on computational complexity given by revelation mechanisms
Authors:Kenneth R. Mount  Stanley Reiter
Affiliation:(1) Department of Mathematics, Northwestern University, 60208-2014 Evanston, IL, USA;(2) Department of Economics and Kellogg Graduate School of Management, Northwestern University, 60208-2014 Evanston, IL, USA
Abstract:
Summary This paper establishes a lower bound on the computational complexity of smooth functions between smooth manifolds. It generalizes one for finite (Boolean) functions obtained (by Arbib and Spira [2]) by counting variables. Instead of a counting procedure, which cannot be used in the infinite case, the dimension of the message space of a certain type of revelation mechanism provides the bound. It also provides an intrinsic measure of the number of variables on which the function depends. This measure also gives a lower bound on computational costs associated with realizing or implementing the function by a decentralized mechanism, or by a game form.This research was supported by National Science Foundation Grant No. IRI-9020270.
Keywords:
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