public class org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction implements org.apache.commons.math3.ml.neuralnet.UpdateAction
minor version: 0
major version: 59
flags: flags: (0x0021) ACC_PUBLIC, ACC_SUPER
this_class: org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction
super_class: java.lang.Object
{
private final org.apache.commons.math3.ml.distance.DistanceMeasure distance;
descriptor: Lorg/apache/commons/math3/ml/distance/DistanceMeasure;
flags: (0x0012) ACC_PRIVATE, ACC_FINAL
private final org.apache.commons.math3.ml.neuralnet.sofm.LearningFactorFunction learningFactor;
descriptor: Lorg/apache/commons/math3/ml/neuralnet/sofm/LearningFactorFunction;
flags: (0x0012) ACC_PRIVATE, ACC_FINAL
private final org.apache.commons.math3.ml.neuralnet.sofm.NeighbourhoodSizeFunction neighbourhoodSize;
descriptor: Lorg/apache/commons/math3/ml/neuralnet/sofm/NeighbourhoodSizeFunction;
flags: (0x0012) ACC_PRIVATE, ACC_FINAL
private final java.util.concurrent.atomic.AtomicLong numberOfCalls;
descriptor: Ljava/util/concurrent/atomic/AtomicLong;
flags: (0x0012) ACC_PRIVATE, ACC_FINAL
public void <init>(org.apache.commons.math3.ml.distance.DistanceMeasure, org.apache.commons.math3.ml.neuralnet.sofm.LearningFactorFunction, org.apache.commons.math3.ml.neuralnet.sofm.NeighbourhoodSizeFunction);
descriptor: (Lorg/apache/commons/math3/ml/distance/DistanceMeasure;Lorg/apache/commons/math3/ml/neuralnet/sofm/LearningFactorFunction;Lorg/apache/commons/math3/ml/neuralnet/sofm/NeighbourhoodSizeFunction;)V
flags: (0x0001) ACC_PUBLIC
Code:
stack=5, locals=4, args_size=4
start local 0 start local 1 start local 2 start local 3 0: aload 0
invokespecial java.lang.Object.<init>:()V
1: aload 0
new java.util.concurrent.atomic.AtomicLong
dup
lconst_0
invokespecial java.util.concurrent.atomic.AtomicLong.<init>:(J)V
putfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.numberOfCalls:Ljava/util/concurrent/atomic/AtomicLong;
2: aload 0
aload 1
putfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.distance:Lorg/apache/commons/math3/ml/distance/DistanceMeasure;
3: aload 0
aload 2
putfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.learningFactor:Lorg/apache/commons/math3/ml/neuralnet/sofm/LearningFactorFunction;
4: aload 0
aload 3
putfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.neighbourhoodSize:Lorg/apache/commons/math3/ml/neuralnet/sofm/NeighbourhoodSizeFunction;
5: return
end local 3 end local 2 end local 1 end local 0 LocalVariableTable:
Start End Slot Name Signature
0 6 0 this Lorg/apache/commons/math3/ml/neuralnet/sofm/KohonenUpdateAction;
0 6 1 distance Lorg/apache/commons/math3/ml/distance/DistanceMeasure;
0 6 2 learningFactor Lorg/apache/commons/math3/ml/neuralnet/sofm/LearningFactorFunction;
0 6 3 neighbourhoodSize Lorg/apache/commons/math3/ml/neuralnet/sofm/NeighbourhoodSizeFunction;
MethodParameters:
Name Flags
distance
learningFactor
neighbourhoodSize
public void update(org.apache.commons.math3.ml.neuralnet.Network, double[]);
descriptor: (Lorg/apache/commons/math3/ml/neuralnet/Network;[D)V
flags: (0x0001) ACC_PUBLIC
Code:
stack=8, locals=15, args_size=3
start local 0 start local 1 start local 2 0: aload 0
getfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.numberOfCalls:Ljava/util/concurrent/atomic/AtomicLong;
invokevirtual java.util.concurrent.atomic.AtomicLong.incrementAndGet:()J
lconst_1
lsub
lstore 3
start local 3 1: aload 0
getfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.learningFactor:Lorg/apache/commons/math3/ml/neuralnet/sofm/LearningFactorFunction;
lload 3
invokeinterface org.apache.commons.math3.ml.neuralnet.sofm.LearningFactorFunction.value:(J)D
dstore 5
start local 5 2: aload 0
aload 1
3: aload 2
4: dload 5
5: invokevirtual org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.findAndUpdateBestNeuron:(Lorg/apache/commons/math3/ml/neuralnet/Network;[DD)Lorg/apache/commons/math3/ml/neuralnet/Neuron;
astore 7
start local 7 6: aload 0
getfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.neighbourhoodSize:Lorg/apache/commons/math3/ml/neuralnet/sofm/NeighbourhoodSizeFunction;
lload 3
invokeinterface org.apache.commons.math3.ml.neuralnet.sofm.NeighbourhoodSizeFunction.value:(J)I
istore 8
start local 8 7: new org.apache.commons.math3.analysis.function.Gaussian
dup
dload 5
8: dconst_0
9: iload 8
i2d
10: invokespecial org.apache.commons.math3.analysis.function.Gaussian.<init>:(DDD)V
11: astore 9
start local 9 12: iload 8
ifle 27
13: new java.util.HashSet
dup
invokespecial java.util.HashSet.<init>:()V
astore 10
start local 10 14: aload 10
aload 7
invokeinterface java.util.Collection.add:(Ljava/lang/Object;)Z
pop
15: new java.util.HashSet
dup
invokespecial java.util.HashSet.<init>:()V
astore 11
start local 11 16: aload 11
aload 7
invokevirtual java.util.HashSet.add:(Ljava/lang/Object;)Z
pop
17: iconst_1
istore 12
start local 12 18: StackMap locals: org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction org.apache.commons.math3.ml.neuralnet.Network double[] long double org.apache.commons.math3.ml.neuralnet.Neuron int org.apache.commons.math3.analysis.function.Gaussian java.util.Collection java.util.HashSet int
StackMap stack:
aload 1
aload 10
aload 11
invokevirtual org.apache.commons.math3.ml.neuralnet.Network.getNeighbours:(Ljava/lang/Iterable;Ljava/lang/Iterable;)Ljava/util/Collection;
astore 10
19: aload 10
invokeinterface java.util.Collection.iterator:()Ljava/util/Iterator;
astore 14
goto 22
StackMap locals: org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction org.apache.commons.math3.ml.neuralnet.Network double[] long double org.apache.commons.math3.ml.neuralnet.Neuron int org.apache.commons.math3.analysis.function.Gaussian java.util.Collection java.util.HashSet int top java.util.Iterator
StackMap stack:
20: aload 14
invokeinterface java.util.Iterator.next:()Ljava/lang/Object;
checkcast org.apache.commons.math3.ml.neuralnet.Neuron
astore 13
start local 13 21: aload 0
aload 13
aload 2
aload 9
iload 12
i2d
invokevirtual org.apache.commons.math3.analysis.function.Gaussian.value:(D)D
invokevirtual org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.updateNeighbouringNeuron:(Lorg/apache/commons/math3/ml/neuralnet/Neuron;[DD)V
end local 13 22: StackMap locals:
StackMap stack:
aload 14
invokeinterface java.util.Iterator.hasNext:()Z
ifne 20
23: aload 11
aload 10
invokevirtual java.util.HashSet.addAll:(Ljava/util/Collection;)Z
pop
24: iinc 12 1
25: iload 12
iload 8
26: if_icmple 18
end local 12 end local 11 end local 10 27: StackMap locals: org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction org.apache.commons.math3.ml.neuralnet.Network double[] long double org.apache.commons.math3.ml.neuralnet.Neuron int org.apache.commons.math3.analysis.function.Gaussian
StackMap stack:
return
end local 9 end local 8 end local 7 end local 5 end local 3 end local 2 end local 1 end local 0 LocalVariableTable:
Start End Slot Name Signature
0 28 0 this Lorg/apache/commons/math3/ml/neuralnet/sofm/KohonenUpdateAction;
0 28 1 net Lorg/apache/commons/math3/ml/neuralnet/Network;
0 28 2 features [D
1 28 3 numCalls J
2 28 5 currentLearning D
6 28 7 best Lorg/apache/commons/math3/ml/neuralnet/Neuron;
7 28 8 currentNeighbourhood I
12 28 9 neighbourhoodDecay Lorg/apache/commons/math3/analysis/function/Gaussian;
14 27 10 neighbours Ljava/util/Collection<Lorg/apache/commons/math3/ml/neuralnet/Neuron;>;
16 27 11 exclude Ljava/util/HashSet<Lorg/apache/commons/math3/ml/neuralnet/Neuron;>;
18 27 12 radius I
21 22 13 n Lorg/apache/commons/math3/ml/neuralnet/Neuron;
MethodParameters:
Name Flags
net
features
public long getNumberOfCalls();
descriptor: ()J
flags: (0x0001) ACC_PUBLIC
Code:
stack=2, locals=1, args_size=1
start local 0 0: aload 0
getfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.numberOfCalls:Ljava/util/concurrent/atomic/AtomicLong;
invokevirtual java.util.concurrent.atomic.AtomicLong.get:()J
lreturn
end local 0 LocalVariableTable:
Start End Slot Name Signature
0 1 0 this Lorg/apache/commons/math3/ml/neuralnet/sofm/KohonenUpdateAction;
private boolean attemptNeuronUpdate(org.apache.commons.math3.ml.neuralnet.Neuron, double[], double);
descriptor: (Lorg/apache/commons/math3/ml/neuralnet/Neuron;[DD)Z
flags: (0x0002) ACC_PRIVATE
Code:
stack=5, locals=7, args_size=4
start local 0 start local 1 start local 2 start local 3 0: aload 1
invokevirtual org.apache.commons.math3.ml.neuralnet.Neuron.getFeatures:()[D
astore 5
start local 5 1: aload 0
aload 5
2: aload 2
3: dload 3
4: invokevirtual org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.computeFeatures:([D[DD)[D
astore 6
start local 6 5: aload 1
aload 5
aload 6
invokevirtual org.apache.commons.math3.ml.neuralnet.Neuron.compareAndSetFeatures:([D[D)Z
ireturn
end local 6 end local 5 end local 3 end local 2 end local 1 end local 0 LocalVariableTable:
Start End Slot Name Signature
0 6 0 this Lorg/apache/commons/math3/ml/neuralnet/sofm/KohonenUpdateAction;
0 6 1 n Lorg/apache/commons/math3/ml/neuralnet/Neuron;
0 6 2 features [D
0 6 3 learningRate D
1 6 5 expect [D
5 6 6 update [D
MethodParameters:
Name Flags
n
features
learningRate
private void updateNeighbouringNeuron(org.apache.commons.math3.ml.neuralnet.Neuron, double[], double);
descriptor: (Lorg/apache/commons/math3/ml/neuralnet/Neuron;[DD)V
flags: (0x0002) ACC_PRIVATE
Code:
stack=5, locals=5, args_size=4
start local 0 start local 1 start local 2 start local 3 0: StackMap locals:
StackMap stack:
aload 0
aload 1
aload 2
dload 3
invokevirtual org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.attemptNeuronUpdate:(Lorg/apache/commons/math3/ml/neuralnet/Neuron;[DD)Z
ifeq 0
1: return
end local 3 end local 2 end local 1 end local 0 LocalVariableTable:
Start End Slot Name Signature
0 2 0 this Lorg/apache/commons/math3/ml/neuralnet/sofm/KohonenUpdateAction;
0 2 1 n Lorg/apache/commons/math3/ml/neuralnet/Neuron;
0 2 2 features [D
0 2 3 learningRate D
MethodParameters:
Name Flags
n
features
learningRate
private org.apache.commons.math3.ml.neuralnet.Neuron findAndUpdateBestNeuron(org.apache.commons.math3.ml.neuralnet.Network, double[], double);
descriptor: (Lorg/apache/commons/math3/ml/neuralnet/Network;[DD)Lorg/apache/commons/math3/ml/neuralnet/Neuron;
flags: (0x0002) ACC_PRIVATE
Code:
stack=5, locals=6, args_size=4
start local 0 start local 1 start local 2 start local 3 0: StackMap locals:
StackMap stack:
aload 2
aload 1
aload 0
getfield org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.distance:Lorg/apache/commons/math3/ml/distance/DistanceMeasure;
invokestatic org.apache.commons.math3.ml.neuralnet.MapUtils.findBest:([DLjava/lang/Iterable;Lorg/apache/commons/math3/ml/distance/DistanceMeasure;)Lorg/apache/commons/math3/ml/neuralnet/Neuron;
astore 5
start local 5 1: aload 0
aload 5
aload 2
dload 3
invokevirtual org.apache.commons.math3.ml.neuralnet.sofm.KohonenUpdateAction.attemptNeuronUpdate:(Lorg/apache/commons/math3/ml/neuralnet/Neuron;[DD)Z
ifeq 0
2: aload 5
areturn
end local 5 end local 3 end local 2 end local 1 end local 0 LocalVariableTable:
Start End Slot Name Signature
0 3 0 this Lorg/apache/commons/math3/ml/neuralnet/sofm/KohonenUpdateAction;
0 3 1 net Lorg/apache/commons/math3/ml/neuralnet/Network;
0 3 2 features [D
0 3 3 learningRate D
1 3 5 best Lorg/apache/commons/math3/ml/neuralnet/Neuron;
MethodParameters:
Name Flags
net
features
learningRate
private double[] computeFeatures(double[], double[], double);
descriptor: ([D[DD)[D
flags: (0x0002) ACC_PRIVATE
Code:
stack=4, locals=7, args_size=4
start local 0 start local 1 start local 2 start local 3 0: new org.apache.commons.math3.linear.ArrayRealVector
dup
aload 1
iconst_0
invokespecial org.apache.commons.math3.linear.ArrayRealVector.<init>:([DZ)V
astore 5
start local 5 1: new org.apache.commons.math3.linear.ArrayRealVector
dup
aload 2
iconst_0
invokespecial org.apache.commons.math3.linear.ArrayRealVector.<init>:([DZ)V
astore 6
start local 6 2: aload 6
aload 5
invokevirtual org.apache.commons.math3.linear.ArrayRealVector.subtract:(Lorg/apache/commons/math3/linear/RealVector;)Lorg/apache/commons/math3/linear/ArrayRealVector;
dload 3
invokevirtual org.apache.commons.math3.linear.ArrayRealVector.mapMultiplyToSelf:(D)Lorg/apache/commons/math3/linear/RealVector;
aload 5
invokevirtual org.apache.commons.math3.linear.RealVector.add:(Lorg/apache/commons/math3/linear/RealVector;)Lorg/apache/commons/math3/linear/RealVector;
invokevirtual org.apache.commons.math3.linear.RealVector.toArray:()[D
areturn
end local 6 end local 5 end local 3 end local 2 end local 1 end local 0 LocalVariableTable:
Start End Slot Name Signature
0 3 0 this Lorg/apache/commons/math3/ml/neuralnet/sofm/KohonenUpdateAction;
0 3 1 current [D
0 3 2 sample [D
0 3 3 learningRate D
1 3 5 c Lorg/apache/commons/math3/linear/ArrayRealVector;
2 3 6 s Lorg/apache/commons/math3/linear/ArrayRealVector;
MethodParameters:
Name Flags
current
sample
learningRate
}
SourceFile: "KohonenUpdateAction.java"