Darstellung und Analyse hydrologischer Topologien auf der Basis ...

114 Anwendung: Das Talsperrensystem Weida-Zeulenroda
−activation:double
−delta:double
−lastInput:double
+id:Long
Neuron
(from iwes::nn_model)
+layer:Vector[]
>+NN():NN
+addNeuron(neuron:Neuron):void
+addLink(fromNeuron:Neuron,toNeuron:Neuron,weight:double):void
hydro
+removeLink(link:Link):void
+removeNeuron(neuron:Neuron):void
+setLayer(neuron:Neuron,layer:int):void
+propagate(input:Vector):Vector
+getEdges():Hashtable
+getNeurons():Hashtable
NN
(from iwes::nn_model)
1..*
1..*
>+Neuron():Neuron
+setActivationFunction(af:ActivationFunction):void
+calcActivation(input:double):void
+getActivation():double
+calcDelta(error:double):double
+getDelta():double
+from:Neuron
+to:Neuron
+weight:double
#lastDelta:double
Link
(from iwes::nn_model)
>+Link(fromNeuron:Neuron,toNeuron:Neuron,weight:double):Link
+modifyWeight(delta:double):void
HydroNet
(from iwes::nn_model::hydro)
>+HydroNet():HydroNet
+propagate(input:double):double
+doLearn(nominalOut:double,eta:double,minStep:double,maxError:double,alpha:double,maxCosts:double):double
−modifyWeights(eta:double,alpha:double):void
+createWeightsNActivationFunctions(fileNames:String[],polygonArea:Hashtable,functionType:int):void
+getFertilizations():Hashtable
+loadXML(fileName:String):HydroNet
+saveXML(fileName:String):void
+addHydroLink(fromNeuron:Neuron,toNeuron:Neuron,weight:double,type:int):void
+initFertilizationEdgeWeights(fert:Hashtable):void
1..*
+INTERFLOW:int=0
+GROUNDFLOW:int=1
+type:int=0
+minimumWeight:double= 0
HydroLink
(from iwes::nn_model::hydro)
>+HydroLink(f:Long,t:Long,w:double,type:int):HydroLink
+modifyWeight(delta:double,alpha:double):void
based_on
−a:double[]
Polynom
(from iwes::misc)
>
Matrix
(from iwes::regression)
+rows:int
+columns:int
+element:double[][]
>+Matrix():Matrix
+transpose():Matrix
+multiply(m1:Matrix,m2:Matrix):Matrix
+divide(m1:Matrix,m2:Matrix):Matrix
+sub(r1:int,r2:int,c1:int,c2:int):Matrix
+appendCols(inout x:Matrix):Matrix
+appendRows(inout x:Matrix):Matrix
+Q():Matrix
+R():Matrix
+sort():Matrix
represented_by
>+Polynom(samplingPoints:Matrix):Polynom
+Polynom(a:double[]):Polynom
+calculate(x:double):double
+derive():ActivationFunction
+getType():int
−samplingPoints:Matrix
−samplingPoints:Matrix
Polyline
(from iwes::misc)
>+Polyline(samplingPoints:Matrix):Polyline
+calculate(x:double):double
+derive():ActivationFunction
+getType():int
DPolyline
(from iwes::misc)
>
has_deriviative
has_deriviative
>
ActivationFunction
(from iwes::misc)
+calculate(inout x:double):double
+derive():ActivationFunction
+getType():int
represented_by
>+DPolyline(samplingPoints:Matrix):DPolyline
+calculate(x:double):double
+derive():ActivationFunction
+getType():int
>
Abbildung 3.25: UML-Klassendiagramm der Basisklassen für die Implementierung des HydroNet