69 citations · 452 across the 35 of their papers we have counts for
4 papers · 1 filter
Evolutionary algorithms converge towards evolved biological photonic structures
Mamadou Aliou Barry, Vincent Berthier, Bodo D. Wilts +6
Nature features a plethora of extraordinary photonic architectures that have been optimized through natural evolution. While numerical optimization is increasingly and successfully…
Surprising strategies obtained by stochastic optimization in partially observable games
Marie-Liesse Cauwet, Olivier Teytaud
This paper studies the optimization of strategies in the context of possibly randomized two players zero-sum games with incomplete information. We compare 5 algorithms for tuning t…
Exact Distributed Training: Random Forest with Billions of Examples
Mathieu Guillame-Bert, Olivier Teytaud
We introduce an exact distributed algorithm to train Random Forest models as well as other decision forest models without relying on approximating best split search. We explain the…
PSO-based Fuzzy Markup Language for Student Learning Performance Evaluation and Educational Application
Chang-Shing Lee, Mei-Hui Wang, Chi-Shiang Wang +4
This paper proposes an agent with particle swarm optimization (PSO) based on a Fuzzy Markup Language (FML) for students learning performance evaluation and educational applications…