Population Control meets Doob's Martingale Theorems: the Noise-free Multimodal Case

We study a test-based population size adaptation (TBPSA) method, inspired from population control, in the noise-free multimodal case. In the noisy setting, TBPSA usually recommends, at the end of the run, the center of the Gaussian as an approximation of the optimum. We show that combined with a mor...

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Hauptverfasser:	Cauwet, Marie-Liesse, Teytaud, Olivier
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Mathematics - Optimization and Control
Online-Zugang:	Volltext bestellen
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