make editable copy download notebook Basic EvolutionBasic evolution:[◼]WolframModel[{{{1,1}}{{1,1},{2}}},{{1,1}},6,"StatesPlotsList"],,,,,,Event-by-event evolution:[◼]WolframModel[{{{1,1}}{{1,1},{2}}},{{1,1}},<|"MaxEvents"6|>,"EventsStatesPlotsList"],,,,,,Vertex and edge counts:{vertexCountList,edgeCountList}=[◼]WolframModel[{{{1,1}}{{1,1},{2}}},{{1,1}},500,{"VertexCountList","EdgeCountList"}];ListLogPlot{vertexCountList,edgeCountList},SequenceIconverticesedgesSymbolic expression for vertex count:FindSequenceFunction[vertexCountList,t]tSymbolic expression for edge count:FindSequenceFunction[edgeCountList,t]tResult after 199 generations:WolframModel[]["FinalStatePlot"]Causal GraphCausal graph:WolframModel[]"CausalGraph",Rule[]Layered rendering:WolframModel[]["LayeredCausalGraph"]Causal graph distance matrix:MatrixPlotTransposeGraphDistanceMatrixWolframModel[]["CausalGraph"],ListIconFinal State PropertiesHypergraph adjacency matrix:MatrixPlotAdjacencyMatrix@CatenateMapUndirectedEdge@@@Subsets[#,{2}]&,WolframModel[]["FinalState"],ListIconVertex degree distribution:HistogramValuesCountsCatenateUnion/@WolframModel[]["FinalState"],ListIconNeighborhood volumes (ignoring directedness of connections):volumes=[◼]RaggedMeanAroundValues[◼]HypergraphNeighborhoodVolumesWolframModel[]["FinalState"],All,Automatic;ListLogLogPlotvolumes,ListIconEffective dimension versus radius:ListLinePlot[◼]LogDifferences[volumes],ListIconSuccessive neighborhood balls around a random vertex: [◼]HypergraphNeighborhoodsWolframModel[]["FinalState"],4,,,Distance matrix:distanceMatrix=GraphDistanceMatrixUndirectedGraph[◼]HypergraphToGraphWolframModel[]["FinalState"];MatrixPlotExp[-(distanceMatrix/.0None)],ListIconDistribution of distances in the graph:HistogramFlatten[distanceMatrix],ListIconSpreading of EffectsCausal graph adjacency matrix:MatrixPlotAdjacencyMatrixWolframModel[]["CausalGraph"],ListIconNeighborhood volumes in causal graph:ListLogLogPlotValues[◼]GraphNeighborhoodVolumesWolframModel[]["CausalGraph"],{1},ListIconOther Evolution OrdersRandom evolutions:[◼]WolframModel[{{{1,1}}{{1,1},{2}}},{{1,1}},<|"MaxEvents"199|>,"FinalStatePlot","EventOrderingFunction""Random"]Different deterministic evolution orders:[◼]WolframModel[{{{1,1}}{{1,1},{2}}},{{1,1}},<|"MaxEvents"199|>,"EventOrderingFunction"{#,"LeastRecentEdge","RuleOrdering","RuleIndex"}]["FinalStatePlot",PlotLabel#]&/@{"OldestEdge","LeastOldEdge","LeastRecentEdge","NewestEdge","RuleOrdering","ReverseRuleOrdering"},,,,,Graph Features of Statesgraph=[◼]HypergraphToGraphWolframModel[]["FinalState"];HistogramClosenessCentrality[graph],ListIconCycle properties:EdgeCycleMatrix[UndirectedGraph[graph]]//MatrixPlotHistogram[Length/@FindFundamentalCycles[UndirectedGraph[graph]]]FindSpanningTree[UndirectedGraph[graph]]