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Bounds checking of initial population is important since a population might be set by the user, and not randomly generated between bounds. An example of problem that this could cause is described in this issue #567 .

  1. Added bounds checking in most optimizers for initial population
  2. Added tests for most optimizers for bounds checking for initial population

- Added tests for most optimizers for bounds checking for initial population
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