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Aggregated nonlinear criterion for assessing software reliability

Abstract

Aggregated nonlinear criterion for assessing software reliability

Noskov S.I., Ovsyannikov I.V., Medvedev A.P.

Incoming article date: 14.03.2024

The paper discusses a method for constructing a nonlinear software reliability efficiency function. The proposed algorithm is based on the use of information about the values ​​of reliability criteria, as well as some expert judgments. This approach differs significantly from previously proposed models for assessing software reliability, which are based on a probabilistic approach. In the proposed method, in addition to objective information, subjective expert assessments are taken into account, which allows for a more flexible assessment of the reliability of software products.

Keywords: software reliability, probabilistic models, statistical models, partial performance criteria, linear programming, vector optimization, decision theory