One-time initialization in "DirectSearchOptimizer"
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                 Key: MATH-376
                 URL: https://issues.apache.org/jira/browse/MATH-376
             Project: Commons Math
          Issue Type: Bug
            Reporter: Gilles
            Priority: Minor


In class  "DirectSearchOptimizer" (in package "optimization.direct"), the 
"optimize" method contains this code (at line 270):
{code}
if (startConfiguration == null) {
    // no initial configuration has been set up for simplex
    // build a default one from a unit hypercube
    final double[] unit = new double[startPoint.length];
    Arrays.fill(unit, 1.0);
    setStartConfiguration(unit);
}
{code}

I think that this has the consequence that it is impossible to call "optimize" 
a second time, where one would like to solve a problem with a different 
dimension.

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