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Solution Space Techniques for Faster Convergence, an introduction
Jan. 27, 2022, 8:12 a.m. | Alexander Wei
Towards Data Science - Medium towardsdatascience.com
Solution Space Techniques for Faster Convergence: An Introduction
Photo by Florian Rieder on UnsplashI’ll take all three doors!Author’s suggested metasolution to the Monty Hall problemMany strategies in Machine Learning involve the iterative search of a solution space Ω. We begin with an initial solution ω₀ and update ωₙ to minimize an objective function f(x),
To find a global solution within reasonable time, we must employ a stochastic approach: choose ωₙ₊₁ randomly within a Ω-neighborhood of ωₙ …
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