Uploaded image for project: 'Commons Math'
  1. Commons Math
  2. MATH-1107

CMAESOptimizer fails sometimes when bounds are violated

    XMLWordPrintableJSON

Details

    • Bug
    • Status: Closed
    • Major
    • Resolution: Fixed
    • None
    • 3.3
    • None
    • None

    Description

      The CMAESOptimizer repairs points that are out of bounds by moving them into bounds, and adding a penalty based on how far they were moved.

      The penalty added is scaled by the range of values in the current population.

      The calculation of the valueRange, however, includes the penalty so at each iteration the amount of penalty can grow multiplicatively. One solution, is to keep the value and penalties separate before calculating the scale factor for the penalties. A patch that does this will be attached.

      Attachments

        1. cmaes_penalty.patch
          6 kB
          Brady Allen Johnson

        Activity

          People

            Unassigned Unassigned
            bjohnson Brady Allen Johnson
            Votes:
            0 Vote for this issue
            Watchers:
            2 Start watching this issue

            Dates

              Created:
              Updated:
              Resolved: