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SciML / DiffEqParamEstim.jl

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
https://docs.sciml.ai/DiffEqParamEstim/stable/
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Support for Genetic Algorithm to optimize the cost function #25

Closed Ayush-iitkgp closed 7 years ago

Ayush-iitkgp commented 7 years ago

This paper suggests using heuristic techniques to find the global optima. These methods usually obtain an adequate solution in reasonable computation time, although at the price of no guarantee. The first step is to support Genetic Algorithms. Julia has the following GA libraries:

  1. Evolutionary.jl
  2. GeneticAlgorithms.jl
ChrisRackauckas commented 7 years ago

28