Identification of Integrated Rating Mechanisms as Optimization Problem
Vladimir N. Burkov, Н. А. Коргин, Vladimir Andreevich Sergeev · 2020 13th International Conference "Management of large-scale system development" (MLSD) · 2020
A problem of identification of an integrated ranking mechanism is considered. We present a perspective approach to the task of identification of an integrated ranking mechanism - we show that representation of any such mechanism in one-hot encoded form allows us to formulate such a task as an optimization problem that may be solved with a wide variety of optimization techniques. The approach suggested is illustrated by several examples of identification or approximation of learning sets generated by several Boolean functions.