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annotate m-toolbox/classes/@ssm/blockMatMult.m @ 4:e3c5468b1bfe database-connection-manager

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Integrate with LTPDAPreferences
author Daniele Nicolodi <nicolodi@science.unitn.it>
date Mon, 05 Dec 2011 16:20:06 +0100
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Daniele Nicolodi <nicolodi@science.unitn.it>
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1 % multiplies block defined matrix stored inside cell array
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2 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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3 %
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4 % DESCRIPTION: cell_mult multiplies block defined matrix stored inside cell
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5 % array
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6 %
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7 % CALL: [cell3] = ssm.blockMatMult(cell1,cell2,isnotempty_1,isnotempty_2)
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8 %
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9 % INPUTS:
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10 % cell1 - cell array of matrices representing a matrix by blocs.
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11 % blocs may be empty
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12 % cell2 - cell array of matrices representing a matrix by blocs.
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13 % blocs may be empty
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14 %
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15 % OPTIONNAL INPUTS:
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16 % isnotempty_1 - logical array tells ~isequal(cell1{ii,jj},[])
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17 % isnotempty_2 - logical array tells ~isequal(cell2{ii,jj},[])
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18 %
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19 % OUTPUTS:
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20 % cell3 - cell array of matrices representing a matrix by blocs.
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21 % blocs may be empty
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22 %
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23 % NOTE : function is private to the ssm class
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24 %
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25 % VERSION: '$Id: blockMatMult.m,v 1.7 2011/04/08 08:56:24 hewitson Exp $'
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26 %
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27 % TO DO :
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28 % check ME in case of mixed symbolic and double
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29 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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30
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31 function c = blockMatMult(varargin)
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32 a=varargin{1};
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33 b =varargin{2};
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34 n1 = size(a,1);
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35 n2 = size(a,2);
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36 n3 = size(b,2);
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37 if nargin == 4
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38 sizes1 = varargin{3};
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39 sizes3 = varargin{4};
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40 if numel(sizes1)~=n1
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41 error('Incompatible user input (3rd argument does not correctly indicate final line heights)');
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42 elseif numel(sizes3)~=n3
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43 error('Incompatible user output (4th argument does not correctly indicate final column widths)');
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44 end
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45 end
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46 c = cell(n1,n3);
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47 if isempty(a)||isempty(b)
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48 % if the content matrix is empty
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49 if n2==0 && n1>0 && n3>0
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50 if nargin == 4
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51
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52 c = ssm.blockMatFillDiag(c,sizes1,sizes3);
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53 else
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54 error('cannot build proper matrices')
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55 end
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56 end
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57 else
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58 % if matrices are not empty
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59 isnotempty_a = not(cellfun(@isempty, a));
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60 isnotempty_b = not(cellfun(@isempty, b));
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61 % extra check for the extended diagonal
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62 for ii=1:max(n1, n2)
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63 isnotempty_a(min(ii,n1),min(ii,n2)) = true;
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64 end
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65 for ii=1:max(n2, n3)
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66 isnotempty_b(min(ii,n2), min(ii,n3)) = true;
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67 end
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68 isempty_c = true(n1,n3);
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69 for ii=1:n1
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70 for kk=1:n2
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71 if isnotempty_a(ii,kk)
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72 for jj=1:n3
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73 if isnotempty_b(kk,jj)
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74 if isempty_c(ii,jj)
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75 % note that the matrix multiplication preserves a non-empty block diagonal
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76 if (isempty(a{ii,kk}) || isempty(b{kk,jj}))
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77 % exception for the case where you have one or more empty matrix
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78 c{ii,jj} = zeros(size(a{ii,kk},1), size(b{kk,jj},2));
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79 else
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80 c{ii,jj} = a{ii,kk}*b{kk,jj};
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81 end
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82 isempty_c(ii,jj) = false;
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83 else
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84 if (isempty(a{ii,kk}) || isempty(b{kk,jj}))
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85 % exception for the case where you have one or more empty matrix
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86 else
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87 c{ii,jj} = c{ii,jj} + a{ii,kk}*b{kk,jj};
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88 end
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89 end
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90 end
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91 end
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92 end
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93 end
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94 end
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95 end
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96 end