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arXiv:1908.00409cs.AI

Deduction Theorem: The Problematic Nature of Common Practice in Game Theory

Holger I. Meinhardt

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Abstract

We consider the Deduction Theorem used in the literature of game theory to run a purported proof by contradiction. In the context of game theory, it is stated that if we have a proof of $φ\vdash \varphi$, then we also have a proof of $φ\Rightarrow \varphi$. Hence, the proof of $φ\Rightarrow \varphi$ is deduced from a previously known statement. However, we argue that one has to manage to establish that a proof exists for the clauses $φ$ and $\varphi$, i.e., they are known true statements in order to show that $φ\vdash \varphi$ is provable, and that therefore $φ\Rightarrow \varphi$ is provable as well. Thus, we are not allowed to assume that the clause $φ$ or $\varphi$ is a true statement. This leads immediately to a wrong conclusion. Apart from this, we stress to other facts why the Deduction Theorem is not applicable to run a proof by contradiction. Finally, we present an example from industrial cooperation where the Deduction Theorem is not correctly applied with the consequence that the obtained result contradicts the well-known aggregation issue.

arXiv comments
14 pages, 4 figures, 2 tables
Journal reference
DOI
Subjects
cs.AIArtificial Intelligence

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