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NomNom@feddit.uk to science@lemmy.worldEnglish · 1 day ago

Scientists Introduce Breakthrough Algorithm Strategy That Outperforms Classic Optimization

cowles.yale.edu

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Scientists Introduce Breakthrough Algorithm Strategy That Outperforms Classic Optimization

cowles.yale.edu

NomNom@feddit.uk to science@lemmy.worldEnglish · 1 day ago
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A team of researchers have created a surprisingly simple yet powerful optimization method that uses strategic sampling to outperform traditional techniques in even the toughest problem settings.
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  • panda_abyss
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    18 hours ago

    I wish I could access the paper

    It’s would be nice to see how this compares to simulated annealing in practice.

    • humanspiral
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      15 hours ago

      https://www.pnas.org/doi/abs/10.1073/pnas.2519845123 the apendix is downloadable with the math of their algorithm. I’m bad with such notation though.

      • panda_abyss
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        14 hours ago

        Thank you, I missed that and that’s exactly what I’m looking for.

        I’ll have to spend some time with it, it’s quite terse and 50 pages.

  • z3rOR0ne@lemmy.ml
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    23 hours ago

    Interesting. The authors have also posted some code written in R on Github that demonstrates their Strategic Monte Carlo Optimization family of algorithms.

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