Is It Rational to Be Competitive? On the Decision-Theoretic Foundations of the Competitive Ratio

Abstract:

The competitive ratio, a performance measure for online algorithms, or alternatively, a decision making criterion for strict uncertainty conditions, has become a popular and accepted approach within theoretical computer science. This paper closely examines this criterion, both by characterizing it with respect to a set of axioms and in comparison to other known criteria for strict uncertainty.

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