Olga Kuryatnikova: Polynomial Optimization

Опубликовано: 22 Октябрь 2020
на канале: ODS AI Global

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Data Fest Online 2020 https://fest.ai/2020/
Math Optimization Track https://ods.ai/tracks/optimization-df...

Polynomial optimization (PO) is a powerful tool for translating real-life situations into mathematical language. The goal of PO is to find a global maximum or minimum of a problem where we optimize a multivariate polynomial objective over a set described by polynomial constraints. PO algorithms can provide better results than the algorithms searching for local optima, but these results might come at a high computational cost.

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