root / trunk / web / dojo / dojox / math / matrix.js @ 13
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1 | 9 | andrej.cim | /*
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2 | Copyright (c) 2004-2010, The Dojo Foundation All Rights Reserved.
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3 | Available via Academic Free License >= 2.1 OR the modified BSD license.
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4 | see: http://dojotoolkit.org/license for details
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5 | */
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6 | |||
7 | |||
8 | if(!dojo._hasResource["dojox.math.matrix"]){ |
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9 | dojo._hasResource["dojox.math.matrix"]=true; |
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10 | dojo.provide("dojox.math.matrix");
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11 | dojo.mixin(dojox.math.matrix,{iDF:0,ALMOST_ZERO:1e-10,multiply:function(a,b){ |
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12 | var ay=a.length,ax=a[0].length,by=b.length,bx=b[0].length; |
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13 | if(ax!=by){
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14 | console.warn("Can't multiply matricies of sizes "+ax+","+ay+" and "+bx+","+by); |
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15 | return [[0]]; |
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16 | } |
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17 | var c=[];
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18 | for(var k=0;k<ay;k++){ |
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19 | c[k]=[]; |
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20 | for(var i=0;i<bx;i++){ |
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21 | c[k][i]=0;
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22 | for(var m=0;m<ax;m++){ |
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23 | c[k][i]+=a[k][m]*b[m][i]; |
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24 | } |
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25 | } |
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26 | } |
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27 | return c;
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28 | },product:function(){ |
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29 | if(arguments.length==0){ |
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30 | console.warn("can't multiply 0 matrices!");
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31 | return 1; |
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32 | } |
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33 | var m=arguments[0]; |
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34 | for(var i=1;i<arguments.length;i++){ |
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35 | m=this.multiply(m,arguments[i]); |
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36 | } |
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37 | return m;
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38 | },sum:function(){ |
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39 | if(arguments.length==0){ |
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40 | console.warn("can't sum 0 matrices!");
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41 | return 0; |
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42 | } |
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43 | var m=this.copy(arguments[0]); |
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44 | var _1=m.length;
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45 | if(_1==0){ |
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46 | console.warn("can't deal with matrices of 0 rows!");
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47 | return 0; |
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48 | } |
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49 | var _2=m[0].length; |
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50 | if(_2==0){ |
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51 | console.warn("can't deal with matrices of 0 cols!");
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52 | return 0; |
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53 | } |
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54 | for(var i=1;i<arguments.length;++i){ |
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55 | var _3=arguments[i]; |
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56 | if(_3.length!=_1||_3[0].length!=_2){ |
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57 | console.warn("can't add matrices of different dimensions: first dimensions were "+_1+"x"+_2+", current dimensions are "+_3.length+"x"+_3[0].length); |
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58 | return 0; |
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59 | } |
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60 | for(var r=0;r<_1;r++){ |
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61 | for(var c=0;c<_2;c++){ |
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62 | m[r][c]+=_3[r][c]; |
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63 | } |
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64 | } |
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65 | } |
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66 | return m;
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67 | },inverse:function(a){ |
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68 | if(a.length==1&&a[0].length==1){ |
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69 | return [[1/a[0][0]]]; |
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70 | } |
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71 | var _4=a.length,m=this.create(_4,_4),mm=this.adjoint(a),_5=this.determinant(a),dd=0; |
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72 | if(_5==0){ |
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73 | console.warn("Determinant Equals 0, Not Invertible.");
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74 | return [[0]]; |
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75 | }else{
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76 | dd=1/_5;
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77 | } |
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78 | for(var i=0;i<_4;i++){ |
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79 | for(var j=0;j<_4;j++){ |
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80 | m[i][j]=dd*mm[i][j]; |
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81 | } |
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82 | } |
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83 | return m;
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84 | },determinant:function(a){ |
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85 | if(a.length!=a[0].length){ |
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86 | console.warn("Can't calculate the determinant of a non-squre matrix!");
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87 | return 0; |
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88 | } |
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89 | var _6=a.length,_7=1,b=this.upperTriangle(a); |
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90 | for(var i=0;i<_6;i++){ |
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91 | var _8=b[i][i];
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92 | if(Math.abs(_8)<this.ALMOST_ZERO){ |
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93 | return 0; |
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94 | } |
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95 | _7*=_8; |
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96 | } |
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97 | _7*=this.iDF;
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98 | return _7;
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99 | },upperTriangle:function(m){ |
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100 | m=this.copy(m);
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101 | var f1=0,_9=0,_a=m.length,v=1; |
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102 | this.iDF=1; |
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103 | for(var _b=0;_b<_a-1;_b++){ |
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104 | if(typeof m[_b][_b]!="number"){ |
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105 | console.warn("non-numeric entry found in a numeric matrix: m["+_b+"]["+_b+"]="+m[_b][_b]); |
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106 | } |
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107 | v=1;
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108 | var _c=0; |
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109 | while((m[_b][_b]==0)&&!_c){ |
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110 | if(_b+v>=_a){
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111 | this.iDF=0; |
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112 | _c=1;
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113 | }else{
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114 | for(var r=0;r<_a;r++){ |
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115 | _9=m[_b][r]; |
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116 | m[_b][r]=m[_b+v][r]; |
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117 | m[_b+v][r]=_9; |
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118 | } |
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119 | v++; |
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120 | this.iDF*=-1; |
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121 | } |
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122 | } |
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123 | for(var _d=_b+1;_d<_a;_d++){ |
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124 | if(typeof m[_d][_b]!="number"){ |
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125 | console.warn("non-numeric entry found in a numeric matrix: m["+_d+"]["+_b+"]="+m[_d][_b]); |
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126 | } |
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127 | if(typeof m[_b][_d]!="number"){ |
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128 | console.warn("non-numeric entry found in a numeric matrix: m["+_b+"]["+_d+"]="+m[_b][_d]); |
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129 | } |
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130 | if(m[_b][_b]!=0){ |
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131 | var f1=(-1)*m[_d][_b]/m[_b][_b]; |
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132 | for(var i=_b;i<_a;i++){ |
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133 | m[_d][i]=f1*m[_b][i]+m[_d][i]; |
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134 | } |
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135 | } |
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136 | } |
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137 | } |
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138 | return m;
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139 | },create:function(a,b,_e){ |
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140 | _e=_e||0;
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141 | var m=[];
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142 | for(var i=0;i<b;i++){ |
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143 | m[i]=[]; |
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144 | for(var j=0;j<a;j++){ |
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145 | m[i][j]=_e; |
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146 | } |
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147 | } |
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148 | return m;
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149 | },ones:function(a,b){ |
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150 | return this.create(a,b,1); |
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151 | },zeros:function(a,b){ |
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152 | return this.create(a,b); |
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153 | },identity:function(_f,_10){ |
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154 | _10=_10||1;
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155 | var m=[];
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156 | for(var i=0;i<_f;i++){ |
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157 | m[i]=[]; |
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158 | for(var j=0;j<_f;j++){ |
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159 | m[i][j]=(i==j?_10:0);
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160 | } |
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161 | } |
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162 | return m;
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163 | },adjoint:function(a){ |
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164 | var tms=a.length;
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165 | if(tms<=1){ |
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166 | console.warn("Can't find the adjoint of a matrix with a dimension less than 2");
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167 | return [[0]]; |
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168 | } |
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169 | if(a.length!=a[0].length){ |
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170 | console.warn("Can't find the adjoint of a non-square matrix");
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171 | return [[0]]; |
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172 | } |
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173 | var m=this.create(tms,tms),ap=this.create(tms-1,tms-1); |
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174 | var ii=0,jj=0,ia=0,ja=0,det=0; |
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175 | for(var i=0;i<tms;i++){ |
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176 | for(var j=0;j<tms;j++){ |
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177 | ia=0;
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178 | for(ii=0;ii<tms;ii++){ |
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179 | if(ii==i){
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180 | continue;
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181 | } |
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182 | ja=0;
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183 | for(jj=0;jj<tms;jj++){ |
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184 | if(jj==j){
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185 | continue;
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186 | } |
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187 | ap[ia][ja]=a[ii][jj]; |
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188 | ja++; |
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189 | } |
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190 | ia++; |
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191 | } |
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192 | det=this.determinant(ap);
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193 | m[i][j]=Math.pow(-1,(i+j))*det;
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194 | } |
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195 | } |
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196 | return this.transpose(m); |
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197 | },transpose:function(a){ |
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198 | var m=this.create(a.length,a[0].length); |
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199 | for(var i=0;i<a.length;i++){ |
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200 | for(var j=0;j<a[i].length;j++){ |
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201 | m[j][i]=a[i][j]; |
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202 | } |
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203 | } |
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204 | return m;
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205 | },format:function(a,_11){ |
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206 | _11=_11||5;
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207 | function _12(x,dp){ |
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208 | var fac=Math.pow(10,dp); |
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209 | var a=Math.round(x*fac)/fac;
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210 | var b=a.toString();
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211 | if(b.charAt(0)!="-"){ |
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212 | b=" "+b;
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213 | } |
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214 | if(b.indexOf(".")>-1){ |
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215 | b+=".";
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216 | } |
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217 | while(b.length<dp+3){ |
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218 | b+="0";
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219 | } |
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220 | return b;
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221 | }; |
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222 | var ya=a.length;
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223 | var xa=ya>0?a[0].length:0; |
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224 | var _13=""; |
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225 | for(var y=0;y<ya;y++){ |
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226 | _13+="| ";
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227 | for(var x=0;x<xa;x++){ |
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228 | _13+=_12(a[y][x],_11)+" ";
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229 | } |
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230 | _13+="|\n";
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231 | } |
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232 | return _13;
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233 | },copy:function(a){ |
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234 | var ya=a.length,xa=a[0].length,m=this.create(xa,ya); |
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235 | for(var y=0;y<ya;y++){ |
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236 | for(var x=0;x<xa;x++){ |
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237 | m[y][x]=a[y][x]; |
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238 | } |
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239 | } |
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240 | return m;
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241 | },scale:function(a,_14){ |
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242 | a=this.copy(a);
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243 | var ya=a.length,xa=a[0].length; |
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244 | for(var y=0;y<ya;y++){ |
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245 | for(var x=0;x<xa;x++){ |
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246 | a[y][x]*=_14; |
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247 | } |
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248 | } |
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249 | return a;
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250 | }}); |
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251 | } |