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StormCloud

Cluster

Clusters designs using the K-means algorithm and adjusts variable bounds based on each cluster. WORKS ON DOUBLECLICK

Inputs

NameIDDescriptionType
VariablesVarVariables that define the design spaceNumber
Design mapDM(+O)Data used to perform clusteringNumber
Number of Clusters#ClustThe objective being considered for cluster rankingInteger
FlexibilityFlexNumber between 0-1 that sets the flexibility of each cluster's design spaceNumber
Cluster IndexIndexThe index of the cluster being explored; 0 is entire datasetInteger
RunRunSeperate DM into clustersBoolean

Outputs

NameIDDescriptionType
Cluster ListClusterLThe Cluster number of each DesignText
ClusterAvsClusterAvAverage variable values of each clusterText
ClusterMinsClusterMinsMinimum values for each clusterText
ClusterMaxsClusterMaxsMaximum values for each clusterText
ClusterObjsClusterObjAverage objective values for each clusterText

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