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Why Local Search Excels in Expression Simplification
For High Energy Physics this means that numerical integrations that took weeks can now be done in hours.
HEPGAME and the Simplification of Expressions
We observe that a variable $C_p$ solves our domain: it yields more exploration at the bottom and as a result the tuning problem has been simplified.
Combining Simulated Annealing and Monte Carlo Tree Search for Expression Simplification
Yet, this approach is fit for further improvements since it is sensitive to the so-called exploration-exploitation constant $C_p$ and the number of tree updates $N$.
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