Benchmarking of Problems and Solvers: A Ranking Theory Approach


Authors : Joseph Gogodze.

Volume/Issue : Volume 3 - 2018, Issue 12 - December

Google Scholar : https://goo.gl/DF9R4u

Scribd : https://goo.gl/YuWknv

Thomson Reuters ResearcherID : https://goo.gl/KTXLC3

In this note, we propose a new approach for benchmarking computational problems and their solvers. The proposed methods are based on special construction of the paired comparison matrices of the problems and solvers; in other words, the scorematrices of the problems and the solvers. Having these matrices at our disposal, different rating/ranking methods can be used. We illustrate our approach using rating/ranking methods originated for ranking sports teams. The proposed approach is illustrated using an example to demonstrate its viability and suitability for applications.

Keywords : Benchmarking; Software; Solvers; Problems; Testing; Ranking Method.

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