ExprOptimization.jl

Algorithms for optimization of Julia expressions
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44 Stars
Updated Last
11 Days Ago
Started In
July 2017

ExprOptimization.jl

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Algorithms for the optimization of Julia expressions derived from a grammar. For an introduction to expression optimization, see chapter 20 of Algorithms for Optimization by Mykel J. Kochenderfer and Tim A. Wheeler (MIT Press, 2019).

The following algorithms are implemented:

  • Monte Carlo
  • Genetic Programming
  • Grammatical Evolution
  • Cross-Entropy Method
  • Probabilistic Incremental Program Execution (PIPE)

Usage

Please see the example notebooks.

Maintainers:

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