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On the Relationship between $\Lambda$-poisedness in Derivative-Free Optimization and Outliers in Local Outlier Factor https://arxiv.org/abs/2407.17529 #mathOC

On the Relationship between $Λ$-poisedness in Derivative-Free Optimization and Outliers in Local Outlier Factor

Derivative-free optimization (DFO) is a method that does not require the calculation of gradients or higher-order derivatives of the objective function, making it suitable for cases where the objective function is non-differentiable or the computation of derivatives is expensive. This communication discusses the importance of \(Λ\)-poisedness in DFO and the outliers detected by the Local Outlier Factor (LOF) on the optimization process. We discuss the relationship between \(Λ\)-poisedness in derivative-free optimization and outliers in local outlier factor.

arxiv.org
July 27, 2024 at 3:10 AM · · feed2toot · 0 · 0 · 0
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