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C. Gagné

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Book Open access Jul 2026

Analyzing Flexible Search Distributions in Black-Box Optimization with Normalizing Flow-based Estimation of Distribution Algorithms

This work proposes NF-EDA, a Normalizing Flow-based Estimation of Distribution Algorithm that replaces fixed Gaussian models with a learned, flexible search distribution, and highlights the importance of flexible search distributions for understanding and improving model-based black-box optimization.

Sara Karami, C. Gagné · 0 citations

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