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arXiv:1506.00095cs.CC

On the computational complexity of evolution

Ioannis Avramopoulos

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Abstract

It is well-known that the problem of recognizing an ESS in a symmetric bimatrix game is coNP-complete. In this paper, we show that recognizing an ESS even in doubly symmetric bimatrix games is also coNP-complete. Our result further implies that recognizing asymptotically stable equilibria of the replicator dynamic in this class of games is also a coNP-complete problem.

arXiv comments
I am withdrawing the claim that NP = coNP. The community working on the hardness of nonlinear optimization problems uses the term "NP-hard" to mean hardness under Turing (rather than Karp) reductions and does not distinguish between "NP-hard" and "coNP-hard" problems. Therefore, my proof that NP = coNP has a flaw in its argument. The rest of the results are correct though
Journal reference
DOI
Subjects
cs.CCComputational Complexity cs.GTComputer Science and Game Theory

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