我在 matlab 中有一个 MinCUT 算法。这是一个功能!我如何从我的邮件文件中调用它!我必须定义所有变量吗?还是我必须只定义输入?
function [MinCutGroupsList, MinCutWeight] = MinCut(SourceNodes, WeightedGraph)
%%% performs Min Cut algorithm described in "A Simple Min Cut Algorithm" by
%%% M. Stoer and F. Wagner.
%%% input -
%%% SourceNodes - a list of Nodes that are forced to be kept in one side of the cut.
%%% WeightedGraph - symetric matrix of edge weights. Wi,j is the edge connecting Nodes i,j
%%% use Wi,j=0 or Wi,j == inf to indicate unconnected Nodes.
%%% output -
%%% MinCutGroupsList - two lists of verices, SECOND one contains the sourve vertives
%%% MinCutWeight - sum of weight of edges alosng the cut
GraphDim = size(WeightedGraph,1);
SourceNodes = SourceNodes(SourceNodes ~= 0); %remove zero Nodes
%%% remove self edges and ZEROed ones
WeightedGraph = WeightedGraph+diag(inf(1,GraphDim));
% for ii = 1:GraphDim
% WeightedGraph(ii,ii) = inf;
% end
WeightedGraph(WeightedGraph == 0) = inf;
%%%Merge all Source Vrtices to one, so they'll be unbreakable, descending order is VITAL!!!
SourceNodes = sort(SourceNodes);
GroupsList = zeros(GraphDim); %each row are the Nodes melted into one vertex in the table.
GroupsList(:,1) = 1:GraphDim;
for ii=length(SourceNodes):-1:2;
[WeightedGraph,GroupsList] = MeltTwoNodes(SourceNodes(1),SourceNodes(ii),WeightedGraph,GroupsList);
end
Split = GroupsList(:,1);
%%% By now I have a weighted graph in which all seed Nodes are
%%% merged into one vertex. Run Mincut algrithm on this graph
[MinCutGroupsList_L, MinCutWeight] = MinCutNoSeed(WeightedGraph);
%%% Convert Data so the seed Nodes will be reconsidered as different
%%% Nodes and not one vertex.
for ii = 1:2
MinCutGroupsList(ii,:) = Local2GlobalIndices(MinCutGroupsList_L(ii,:), Split);
end
if (length(find(MinCutGroupsList(1,:) == SourceNodes(1))) == 1)
SeedLocation = 1;
else
SeedLocation = 2;
end
MinCutGroupsList_withSeed = [MinCutGroupsList(SeedLocation,(MinCutGroupsList(SeedLocation,:)~=0)) SourceNodes(2:length(SourceNodes))];
MinCutGroupsList_withSeed = sort(MinCutGroupsList_withSeed);
MinCutGroupsList_withSeed = [MinCutGroupsList_withSeed zeros(1,GraphDim - length(MinCutGroupsList_withSeed))];
MinCutGroupsList_NoSeed = MinCutGroupsList(3 - SeedLocation,(MinCutGroupsList(3 - SeedLocation,:)~=0));
MinCutGroupsList_NoSeed = sort(MinCutGroupsList_NoSeed);
MinCutGroupsList_NoSeed = [MinCutGroupsList_NoSeed zeros(1,GraphDim - length(MinCutGroupsList_NoSeed))];
MinCutGroupsList = [MinCutGroupsList_NoSeed ; MinCutGroupsList_withSeed];
return