stochastic approximationの例文

例文

1. Another of his major contributions was stochastic approximation, which refined a technique by Sir Isaac Newton for finding solutions to an equation.
2. Stochastic approximation algorithms have also been used in the social sciences to describe collective dynamics : fictitious play in learning theory and consensus algorithms can be studied using their theory
3. "' Stochastic approximation "'methods are a family of iterative stochastic optimization algorithms that attempt to find zeroes or extrema of functions which cannot be computed directly, but only estimated via noisy observations.
4. The main tool for analyzing stochastic approximations algorithms ( including the Robbins-Monro and the Kiefer-Wolfowitz algorithms ) is a theorem by Aryeh Dvoretzky published in the proceedings of the third Berkeley symposium on mathematical statistics and probability, 1956.