diff options
Diffstat (limited to 'gi/posterior-regularisation/prjava/src/optimization/stopCriteria/NormalizedGradientL2Norm.java')
-rw-r--r-- | gi/posterior-regularisation/prjava/src/optimization/stopCriteria/NormalizedGradientL2Norm.java | 48 |
1 files changed, 0 insertions, 48 deletions
diff --git a/gi/posterior-regularisation/prjava/src/optimization/stopCriteria/NormalizedGradientL2Norm.java b/gi/posterior-regularisation/prjava/src/optimization/stopCriteria/NormalizedGradientL2Norm.java deleted file mode 100644 index 4a489641..00000000 --- a/gi/posterior-regularisation/prjava/src/optimization/stopCriteria/NormalizedGradientL2Norm.java +++ /dev/null @@ -1,48 +0,0 @@ -package optimization.stopCriteria; - -import optimization.gradientBasedMethods.Objective; -import optimization.gradientBasedMethods.ProjectedObjective; -import optimization.util.MathUtils; - -/** - * Divides the norm by the norm at the begining of the iteration - * @author javg - * - */ -public class NormalizedGradientL2Norm extends GradientL2Norm{ - - /** - * Stop if gradientNorm/(originalGradientNorm) smaller - * than gradientConvergenceValue - */ - protected double originalGradientNorm = -1; - - public void reset(){ - originalGradientNorm = -1; - } - public NormalizedGradientL2Norm(double gradientConvergenceValue){ - super(gradientConvergenceValue); - } - - - - - public boolean stopOptimization(Objective obj){ - double norm = MathUtils.L2Norm(obj.gradient); - if(originalGradientNorm == -1){ - originalGradientNorm = norm; - } - if(originalGradientNorm < 1E-10){ - System.out.println("Gradient norm is zero " + originalGradientNorm); - return true; - } - double normalizedNorm = 1.0*norm/originalGradientNorm; - if( normalizedNorm < gradientConvergenceValue){ - System.out.println("Gradient norm below normalized normtreshold: " + norm + " original: " + originalGradientNorm + " normalized norm: " + normalizedNorm); - return true; - }else{ -// System.out.println("projected gradient norm: " + norm); - return false; - } - } -} |