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mbo total budget arg #132

@giuseppec

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@giuseppec

Hi,

we may need a total.budget parameter that defines the total number of function evaluations.
Currently the total number of function evaluations depends from init.design.points, iters AND interleave.random.points. Let's assume I want only 100 total function evaluation, then I would configure MBO like:

tot.budget = 100L
n.init = 30L
  ctrl = makeMBOControl(
    init.design.points = n.init,
    iters = tot.budget - n.init
  )

However, using e.g. interleave.random.points = 1 yields in 170 function evaluations because we additionally have another function evaluation for the interleave.random.points in each iteration. So we might replace the iters argument by a total.budget that automatically computes the number of iterations given the init.design.points and interleave.random.points (and I think there was another parameter that controls the number of function evaluations) argument?

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