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Randomness Options

Mikko Kotila edited this page Jan 7, 2019 · 1 revision

The main optimization strategy focus in Talos is to provide the gold standard random search capabilities. Talos implements three kinds of random generation methods:

  • True / Quantum randomness
  • Pseudo randomness
  • Quasi randomness

The currently implemented methods are:

  • Quantum randomness (vacuum based)
  • Ambient Sound based randomness
  • Sobol sequences
  • Halton sequences
  • Latin hypercube
  • Improved Latin hypercube
  • Latin hypercube with a Sudoku-style constraint
  • Uniform Mersenne
  • Cryptographically sound uniform

Each method differs in discrepancy and other observable aspects.

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