1 | /*****************************************************************************\ |
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2 | * Computer Algebra System SINGULAR |
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3 | \*****************************************************************************/ |
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4 | /** @file facBivar.cc |
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5 | * |
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6 | * bivariate factorization over Q(a) |
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7 | * |
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8 | * @author Martin Lee |
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9 | * |
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10 | * @internal @version \$Id$ |
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11 | * |
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12 | **/ |
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13 | /*****************************************************************************/ |
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14 | |
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15 | #include "config.h" |
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16 | |
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17 | #include "assert.h" |
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18 | #include "debug.h" |
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19 | #include "timing.h" |
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20 | |
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21 | #include "cf_algorithm.h" |
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22 | #include "facFqBivar.h" |
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23 | #include "facBivar.h" |
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24 | #include "facHensel.h" |
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25 | #include "facMul.h" |
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26 | #include "cf_primes.h" |
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27 | |
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28 | #ifdef HAVE_NTL |
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29 | TIMING_DEFINE_PRINT(uni_factorize) |
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30 | TIMING_DEFINE_PRINT(hensel_lift12) |
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31 | |
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32 | static modpk |
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33 | coeffBound ( const CanonicalForm & f, int p ) |
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34 | { |
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35 | int * degs = degrees( f ); |
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36 | int M = 0, i, k = f.level(); |
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37 | for ( i = 1; i <= k; i++ ) |
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38 | M += degs[i]; |
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39 | CanonicalForm b = 2 * maxNorm( f ) * power( CanonicalForm( 3 ), M ); |
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40 | CanonicalForm B = p; |
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41 | k = 1; |
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42 | while ( B < b ) { |
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43 | B *= p; |
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44 | k++; |
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45 | } |
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46 | return modpk( p, k ); |
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47 | } |
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48 | |
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49 | static |
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50 | void find_good_prime(const CanonicalForm &f, int &start) |
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51 | { |
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52 | if (! f.inBaseDomain() ) |
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53 | { |
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54 | CFIterator i = f; |
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55 | for(;;) |
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56 | { |
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57 | if ( i.hasTerms() ) |
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58 | { |
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59 | find_good_prime(i.coeff(),start); |
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60 | if (0==cf_getBigPrime(start)) return; |
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61 | if((i.exp()!=0) && ((i.exp() % cf_getBigPrime(start))==0)) |
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62 | { |
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63 | start++; |
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64 | i=f; |
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65 | } |
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66 | else i++; |
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67 | } |
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68 | else break; |
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69 | } |
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70 | } |
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71 | else |
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72 | { |
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73 | if (f.inZ()) |
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74 | { |
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75 | if (0==cf_getBigPrime(start)) return; |
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76 | while((!f.isZero()) && (mod(f,cf_getBigPrime(start))==0)) |
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77 | { |
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78 | start++; |
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79 | if (0==cf_getBigPrime(start)) return; |
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80 | } |
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81 | } |
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82 | } |
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83 | } |
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84 | |
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85 | CFList conv (const CFFList& L) |
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86 | { |
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87 | CFList result; |
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88 | for (CFFListIterator i= L; i.hasItem(); i++) |
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89 | result.append (i.getItem().factor()); |
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90 | return result; |
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91 | } |
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92 | |
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93 | bool testPoint (const CanonicalForm& F, CanonicalForm& G, int i) |
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94 | { |
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95 | G= F (i, 2); |
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96 | if (G.inCoeffDomain() || degree (F, 1) > degree (G, 1)) |
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97 | return false; |
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98 | |
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99 | if (degree (gcd (deriv (G, G.mvar()), G)) > 0) |
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100 | return false; |
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101 | return true; |
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102 | } |
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103 | |
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104 | CanonicalForm evalPoint (const CanonicalForm& F, int& i) |
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105 | { |
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106 | Variable x= Variable (1); |
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107 | Variable y= Variable (2); |
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108 | CanonicalForm result; |
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109 | |
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110 | int k; |
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111 | |
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112 | if (i == 0) |
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113 | { |
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114 | if (testPoint (F, result, i)) |
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115 | return result; |
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116 | } |
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117 | do |
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118 | { |
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119 | if (i > 0) |
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120 | k= 1; |
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121 | else |
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122 | k= 2; |
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123 | while (k < 3) |
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124 | { |
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125 | if (k == 1) |
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126 | { |
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127 | if (testPoint (F, result, i)) |
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128 | return result; |
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129 | } |
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130 | else |
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131 | { |
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132 | if (testPoint (F, result, -i)) |
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133 | return result; |
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134 | } |
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135 | k++; |
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136 | } |
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137 | i++; |
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138 | } while (1); |
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139 | } |
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140 | |
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141 | CFList |
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142 | earlyFactorDetection0 (CanonicalForm& F, CFList& factors,int& adaptedLiftBound, |
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143 | DegreePattern& degs, bool& success, int deg) |
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144 | { |
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145 | DegreePattern bufDegs1= degs; |
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146 | DegreePattern bufDegs2; |
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147 | CFList result; |
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148 | CFList T= factors; |
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149 | CanonicalForm buf= F; |
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150 | CanonicalForm LCBuf= LC (buf, Variable (1)); |
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151 | CanonicalForm g, quot; |
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152 | CanonicalForm M= power (F.mvar(), deg); |
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153 | adaptedLiftBound= 0; |
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154 | int d= degree (F) + degree (LCBuf, F.mvar()); |
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155 | for (CFListIterator i= factors; i.hasItem(); i++) |
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156 | { |
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157 | if (!bufDegs1.find (degree (i.getItem(), 1))) |
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158 | continue; |
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159 | else |
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160 | { |
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161 | g= i.getItem() (0, 1); |
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162 | g *= LCBuf; |
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163 | g= mod (g, M); |
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164 | if (fdivides (LC (g), LCBuf)) |
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165 | { |
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166 | g= mulMod2 (i.getItem(), LCBuf, M); |
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167 | g /= content (g, Variable (1)); |
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168 | if (fdivides (g, buf, quot)) |
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169 | { |
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170 | result.append (g); |
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171 | buf= quot; |
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172 | d -= degree (g) + degree (LC (g, Variable (1)), F.mvar()); |
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173 | LCBuf= LC (buf, Variable (1)); |
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174 | T= Difference (T, CFList (i.getItem())); |
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175 | |
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176 | // compute new possible degree pattern |
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177 | bufDegs2= DegreePattern (T); |
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178 | bufDegs1.intersect (bufDegs2); |
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179 | bufDegs1.refine (); |
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180 | if (bufDegs1.getLength() <= 1) |
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181 | { |
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182 | result.append (buf); |
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183 | break; |
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184 | } |
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185 | } |
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186 | } |
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187 | } |
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188 | } |
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189 | adaptedLiftBound= d + 1; |
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190 | if (d < deg) |
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191 | { |
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192 | factors= T; |
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193 | degs= bufDegs1; |
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194 | F= buf; |
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195 | success= true; |
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196 | } |
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197 | if (bufDegs1.getLength() <= 1) |
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198 | degs= bufDegs1; |
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199 | return result; |
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200 | } |
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201 | |
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202 | |
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203 | CFList |
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204 | henselLiftAndEarly0 (CanonicalForm& A, bool& earlySuccess, CFList& |
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205 | earlyFactors, DegreePattern& degs, int& liftBound, |
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206 | const CFList& uniFactors, const CanonicalForm& eval) |
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207 | { |
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208 | int sizeOfLiftPre; |
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209 | int * liftPre= getLiftPrecisions (A, sizeOfLiftPre, degree (LC (A, 1), 2)); |
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210 | |
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211 | Variable x= Variable (1); |
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212 | Variable y= Variable (2); |
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213 | CFArray Pi; |
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214 | CFList diophant; |
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215 | CFList bufUniFactors= uniFactors; |
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216 | bufUniFactors.insert (LC (A, x)); |
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217 | CFMatrix M= CFMatrix (liftBound, bufUniFactors.length() - 1); |
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218 | earlySuccess= false; |
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219 | int newLiftBound= 0; |
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220 | int smallFactorDeg= tmin (11, liftPre [sizeOfLiftPre- 1] + 1);//this is a tunable parameter |
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221 | if (smallFactorDeg >= liftBound || degree (A,y) <= 4) |
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222 | henselLift12 (A, bufUniFactors, liftBound, Pi, diophant, M); |
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223 | else if (sizeOfLiftPre > 1 && sizeOfLiftPre < 30) |
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224 | { |
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225 | henselLift12 (A, bufUniFactors, smallFactorDeg, Pi, diophant, M); |
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226 | earlyFactors= earlyFactorDetection0 (A, bufUniFactors, newLiftBound, |
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227 | degs, earlySuccess, |
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228 | smallFactorDeg); |
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229 | if (degs.getLength() > 1 && !earlySuccess && |
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230 | smallFactorDeg != liftPre [sizeOfLiftPre-1] + 1) |
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231 | { |
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232 | if (newLiftBound > liftPre[sizeOfLiftPre-1]+1) |
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233 | { |
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234 | bufUniFactors.insert (LC (A, x)); |
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235 | henselLiftResume12 (A, bufUniFactors, smallFactorDeg, |
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236 | liftPre[sizeOfLiftPre-1] + 1, Pi, diophant, M); |
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237 | earlyFactors= earlyFactorDetection0 (A, bufUniFactors, newLiftBound, |
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238 | degs, earlySuccess, liftPre[sizeOfLiftPre-1] + 1); |
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239 | } |
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240 | } |
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241 | else if (earlySuccess) |
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242 | liftBound= newLiftBound; |
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243 | int i= sizeOfLiftPre - 1; |
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244 | while (degs.getLength() > 1 && !earlySuccess && i - 1 >= 0) |
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245 | { |
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246 | if (newLiftBound > liftPre[i] + 1) |
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247 | { |
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248 | bufUniFactors.insert (LC (A, x)); |
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249 | henselLiftResume12 (A, bufUniFactors, liftPre[i] + 1, |
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250 | liftPre[i-1] + 1, Pi, diophant, M); |
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251 | earlyFactors= earlyFactorDetection0 (A, bufUniFactors, newLiftBound, |
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252 | degs, earlySuccess, liftPre[i-1] + 1); |
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253 | } |
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254 | else |
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255 | { |
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256 | liftBound= newLiftBound; |
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257 | break; |
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258 | } |
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259 | i--; |
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260 | } |
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261 | if (earlySuccess) |
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262 | liftBound= newLiftBound; |
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263 | //after here all factors are lifted to liftPre[sizeOfLiftPre-1] |
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264 | } |
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265 | else |
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266 | { |
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267 | henselLift12 (A, bufUniFactors, smallFactorDeg, Pi, diophant, M); |
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268 | earlyFactors= earlyFactorDetection0 (A, bufUniFactors, newLiftBound, |
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269 | degs, earlySuccess, |
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270 | smallFactorDeg); |
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271 | int i= 1; |
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272 | while ((degree (A,y)/4)*i + 4 <= smallFactorDeg) |
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273 | i++; |
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274 | if (degs.getLength() > 1 && !earlySuccess) |
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275 | { |
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276 | bufUniFactors.insert (LC (A, x)); |
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277 | henselLiftResume12 (A, bufUniFactors, smallFactorDeg, |
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278 | (degree (A, y)/4)*i + 4, Pi, diophant, M); |
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279 | earlyFactors= earlyFactorDetection0 (A, bufUniFactors, newLiftBound, |
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280 | degs, earlySuccess, (degree (A, y)/4)*i + 4); |
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281 | } |
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282 | while (degs.getLength() > 1 && !earlySuccess && i < 4) |
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283 | { |
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284 | if (newLiftBound > (degree (A, y)/4)*i + 4) |
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285 | { |
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286 | bufUniFactors.insert (LC (A, x)); |
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287 | henselLiftResume12 (A, bufUniFactors, (degree (A,y)/4)*i + 4, |
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288 | (degree (A, y)/4)*(i+1) + 4, Pi, diophant, M); |
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289 | earlyFactors= earlyFactorDetection0 (A, bufUniFactors, newLiftBound, |
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290 | degs, earlySuccess, (degree (A, y)/4)*(i+1) + 4); |
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291 | } |
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292 | else |
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293 | { |
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294 | liftBound= newLiftBound; |
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295 | break; |
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296 | } |
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297 | i++; |
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298 | } |
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299 | if (earlySuccess) |
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300 | liftBound= newLiftBound; |
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301 | } |
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302 | |
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303 | return bufUniFactors; |
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304 | } |
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305 | |
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306 | CFList biFactorize (const CanonicalForm& F, const Variable& v) |
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307 | { |
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308 | if (F.inCoeffDomain()) |
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309 | return CFList(F); |
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310 | |
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311 | bool extension= (v.level() != 1); |
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312 | CanonicalForm A; |
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313 | CanonicalForm multiplier= 1; |
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314 | if (isOn (SW_RATIONAL)) |
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315 | A= F*bCommonDen (F); |
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316 | else |
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317 | A= F; |
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318 | |
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319 | if (A.isUnivariate()) |
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320 | { |
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321 | CFFList buf; |
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322 | if (extension) |
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323 | buf= factorize (A, v); |
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324 | else |
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325 | buf= factorize (A, true); |
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326 | CFList result= conv (buf); |
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327 | if (result.getFirst().inCoeffDomain()) |
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328 | result.removeFirst(); |
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329 | return result; |
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330 | } |
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331 | |
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332 | CFMap N; |
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333 | A= compress (A, N); |
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334 | Variable y= A.mvar(); |
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335 | |
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336 | if (y.level() > 2) return CFList (F); |
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337 | Variable x= Variable (1); |
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338 | |
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339 | CanonicalForm contentAx= content (A, x); |
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340 | CanonicalForm contentAy= content (A); |
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341 | |
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342 | A= A/(contentAx*contentAy); |
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343 | CFFList contentAxFactors, contentAyFactors; |
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344 | |
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345 | if (extension) |
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346 | { |
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347 | if (!contentAx.inCoeffDomain()) |
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348 | { |
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349 | contentAxFactors= factorize (contentAx, v); |
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350 | if (contentAxFactors.getFirst().factor().inCoeffDomain()) |
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351 | contentAxFactors.removeFirst(); |
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352 | } |
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353 | if (!contentAy.inCoeffDomain()) |
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354 | { |
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355 | contentAyFactors= factorize (contentAy, v); |
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356 | if (contentAyFactors.getFirst().factor().inCoeffDomain()) |
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357 | contentAyFactors.removeFirst(); |
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358 | } |
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359 | } |
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360 | else |
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361 | { |
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362 | if (!contentAx.inCoeffDomain()) |
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363 | { |
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364 | contentAxFactors= factorize (contentAx, true); |
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365 | if (contentAxFactors.getFirst().factor().inCoeffDomain()) |
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366 | contentAxFactors.removeFirst(); |
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367 | } |
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368 | if (!contentAy.inCoeffDomain()) |
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369 | { |
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370 | contentAyFactors= factorize (contentAy, true); |
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371 | if (contentAyFactors.getFirst().factor().inCoeffDomain()) |
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372 | contentAyFactors.removeFirst(); |
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373 | } |
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374 | } |
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375 | |
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376 | //check trivial case |
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377 | if (degree (A) == 1 || degree (A, 1) == 1) |
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378 | { |
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379 | CFList factors; |
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380 | factors.append (A); |
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381 | |
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382 | appendSwapDecompress (factors, conv (contentAxFactors), |
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383 | conv (contentAyFactors), false, false, N); |
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384 | |
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385 | normalize (factors); |
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386 | return factors; |
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387 | } |
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388 | |
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389 | //trivial case |
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390 | CFList factors; |
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391 | if (A.inCoeffDomain()) |
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392 | { |
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393 | append (factors, conv (contentAxFactors)); |
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394 | append (factors, conv (contentAyFactors)); |
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395 | decompress (factors, N); |
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396 | return factors; |
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397 | } |
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398 | else if (A.isUnivariate()) |
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399 | { |
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400 | if (extension) |
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401 | factors= conv (factorize (A, v)); |
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402 | else |
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403 | factors= conv (factorize (A, true)); |
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404 | append (factors, conv (contentAxFactors)); |
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405 | append (factors, conv (contentAyFactors)); |
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406 | decompress (factors, N); |
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407 | return factors; |
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408 | } |
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409 | |
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410 | bool swap= false; |
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411 | if (degree (A) > degree (A, x)) |
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412 | { |
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413 | A= swapvar (A, y, x); |
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414 | swap= true; |
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415 | } |
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416 | |
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417 | CanonicalForm Aeval, bufAeval, buf; |
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418 | CFList uniFactors, list, bufUniFactors; |
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419 | DegreePattern degs; |
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420 | DegreePattern bufDegs; |
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421 | |
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422 | CanonicalForm Aeval2, bufAeval2; |
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423 | CFList bufUniFactors2, list2, uniFactors2; |
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424 | DegreePattern degs2; |
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425 | DegreePattern bufDegs2; |
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426 | bool swap2= false; |
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427 | |
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428 | // several univariate factorizations to obtain more information about the |
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429 | // degree pattern therefore usually less combinations have to be tried during |
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430 | // the recombination process |
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431 | int factorNums= 2; |
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432 | int subCheck1= substituteCheck (A, x); |
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433 | int subCheck2= substituteCheck (A, y); |
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434 | buf= swapvar (A,x,y); |
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435 | int evaluation, evaluation2, bufEvaluation= 0, bufEvaluation2= 0; |
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436 | for (int i= 0; i < factorNums; i++) |
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437 | { |
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438 | bufAeval= A; |
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439 | bufAeval= evalPoint (A, bufEvaluation); |
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440 | |
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441 | bufAeval2= buf; |
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442 | bufAeval2= evalPoint (buf, bufEvaluation2); |
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443 | |
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444 | |
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445 | // univariate factorization |
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446 | TIMING_START (uni_factorize); |
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447 | |
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448 | if (extension) |
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449 | bufUniFactors= conv (factorize (bufAeval, v)); |
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450 | else |
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451 | bufUniFactors= conv (factorize (bufAeval, true)); |
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452 | TIMING_END_AND_PRINT (uni_factorize, |
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453 | "time for univariate factorization: "); |
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454 | DEBOUTLN (cerr, "Lc (bufAeval)*prod (bufUniFactors)== bufAeval " << |
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455 | (prod (bufUniFactors)*Lc (bufAeval) == bufAeval)); |
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456 | |
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457 | TIMING_START (uni_factorize); |
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458 | if (extension) |
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459 | bufUniFactors2= conv (factorize (bufAeval2, v)); |
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460 | else |
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461 | bufUniFactors2= conv (factorize (bufAeval2, true)); |
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462 | TIMING_END_AND_PRINT (uni_factorize, |
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463 | "time for univariate factorization in y: "); |
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464 | DEBOUTLN (cerr, "Lc (Aeval2)*prod (uniFactors2)== Aeval2 " << |
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465 | (prod (bufUniFactors2)*Lc (bufAeval2) == bufAeval2)); |
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466 | |
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467 | if (bufUniFactors.getFirst().inCoeffDomain()) |
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468 | bufUniFactors.removeFirst(); |
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469 | if (bufUniFactors2.getFirst().inCoeffDomain()) |
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470 | bufUniFactors2.removeFirst(); |
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471 | if (bufUniFactors.length() == 1 || bufUniFactors2.length() == 1) |
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472 | { |
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473 | factors.append (A); |
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474 | |
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475 | appendSwapDecompress (factors, conv (contentAxFactors), |
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476 | conv (contentAyFactors), swap, swap2, N); |
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477 | |
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478 | if (isOn (SW_RATIONAL)) |
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479 | normalize (factors); |
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480 | return factors; |
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481 | } |
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482 | |
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483 | if (i == 0) |
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484 | { |
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485 | if (subCheck1 > 0) |
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486 | { |
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487 | int subCheck= substituteCheck (bufUniFactors); |
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488 | |
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489 | if (subCheck > 1 && (subCheck1%subCheck == 0)) |
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490 | { |
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491 | CanonicalForm bufA= A; |
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492 | subst (bufA, bufA, subCheck, x); |
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493 | factors= biFactorize (bufA, v); |
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494 | reverseSubst (factors, subCheck, x); |
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495 | appendSwapDecompress (factors, conv (contentAxFactors), |
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496 | conv (contentAyFactors), swap, swap2, N); |
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497 | if (isOn (SW_RATIONAL)) |
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498 | normalize (factors); |
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499 | return factors; |
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500 | } |
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501 | } |
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502 | |
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503 | if (subCheck2 > 0) |
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504 | { |
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505 | int subCheck= substituteCheck (bufUniFactors2); |
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506 | |
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507 | if (subCheck > 1 && (subCheck2%subCheck == 0)) |
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508 | { |
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509 | CanonicalForm bufA= A; |
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510 | subst (bufA, bufA, subCheck, y); |
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511 | factors= biFactorize (bufA, v); |
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512 | reverseSubst (factors, subCheck, y); |
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513 | appendSwapDecompress (factors, conv (contentAxFactors), |
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514 | conv (contentAyFactors), swap, swap2, N); |
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515 | if (isOn (SW_RATIONAL)) |
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516 | normalize (factors); |
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517 | return factors; |
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518 | } |
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519 | } |
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520 | } |
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521 | |
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522 | // degree analysis |
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523 | bufDegs = DegreePattern (bufUniFactors); |
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524 | bufDegs2= DegreePattern (bufUniFactors2); |
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525 | |
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526 | if (i == 0) |
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527 | { |
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528 | Aeval= bufAeval; |
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529 | evaluation= bufEvaluation; |
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530 | uniFactors= bufUniFactors; |
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531 | degs= bufDegs; |
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532 | Aeval2= bufAeval2; |
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533 | evaluation2= bufEvaluation2; |
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534 | uniFactors2= bufUniFactors2; |
---|
535 | degs2= bufDegs2; |
---|
536 | } |
---|
537 | else |
---|
538 | { |
---|
539 | degs.intersect (bufDegs); |
---|
540 | degs2.intersect (bufDegs2); |
---|
541 | if (bufUniFactors2.length() < uniFactors2.length()) |
---|
542 | { |
---|
543 | uniFactors2= bufUniFactors2; |
---|
544 | Aeval2= bufAeval2; |
---|
545 | evaluation2= bufEvaluation2; |
---|
546 | } |
---|
547 | if (bufUniFactors.length() < uniFactors.length()) |
---|
548 | { |
---|
549 | if (evaluation != 0) |
---|
550 | { |
---|
551 | uniFactors= bufUniFactors; |
---|
552 | Aeval= bufAeval; |
---|
553 | evaluation= bufEvaluation; |
---|
554 | } |
---|
555 | } |
---|
556 | } |
---|
557 | bufEvaluation++; |
---|
558 | bufEvaluation2++; |
---|
559 | } |
---|
560 | |
---|
561 | if (evaluation != 0 && (uniFactors.length() > uniFactors2.length() || |
---|
562 | (uniFactors.length() == uniFactors2.length() |
---|
563 | && degs.getLength() > degs2.getLength()))) |
---|
564 | { |
---|
565 | degs= degs2; |
---|
566 | uniFactors= uniFactors2; |
---|
567 | evaluation= evaluation2; |
---|
568 | Aeval= Aeval2; |
---|
569 | A= buf; |
---|
570 | swap2= true; |
---|
571 | } |
---|
572 | |
---|
573 | |
---|
574 | if (degs.getLength() == 1) // A is irreducible |
---|
575 | { |
---|
576 | factors.append (A); |
---|
577 | appendSwapDecompress (factors, conv (contentAxFactors), |
---|
578 | conv (contentAyFactors), swap, swap2, N); |
---|
579 | if (isOn (SW_RATIONAL)) |
---|
580 | normalize (factors); |
---|
581 | return factors; |
---|
582 | } |
---|
583 | |
---|
584 | A= A (y + evaluation, y); |
---|
585 | |
---|
586 | int liftBound= degree (A, y) + 1; |
---|
587 | |
---|
588 | modpk b= modpk(); |
---|
589 | if ( !extension) |
---|
590 | { |
---|
591 | Off (SW_RATIONAL); |
---|
592 | int i= 0; |
---|
593 | find_good_prime(F,i); |
---|
594 | find_good_prime(Aeval,i); |
---|
595 | find_good_prime(A,i); |
---|
596 | if (i >= cf_getNumBigPrimes()) |
---|
597 | printf ("out of primes\n"); //TODO exit |
---|
598 | |
---|
599 | int p=cf_getBigPrime(i); |
---|
600 | b = coeffBound( A, p ); |
---|
601 | modpk bb= coeffBound (Aeval, p); |
---|
602 | if (bb.getk() > b.getk() ) b=bb; |
---|
603 | bb= coeffBound (F, p); |
---|
604 | if (bb.getk() > b.getk() ) b=bb; |
---|
605 | } |
---|
606 | |
---|
607 | ExtensionInfo dummy= ExtensionInfo (false); |
---|
608 | bool earlySuccess= false; |
---|
609 | CFList earlyFactors; |
---|
610 | TIMING_START (fac_hensel_lift); |
---|
611 | //maybe one should use a multiple of LC (A,1) and try a nonmonic lifting here? |
---|
612 | uniFactors= henselLiftAndEarly |
---|
613 | (A, earlySuccess, earlyFactors, degs, liftBound, |
---|
614 | uniFactors, dummy, evaluation, b); |
---|
615 | TIMING_END_AND_PRINT (fac_hensel_lift, "time for hensel lifting: "); |
---|
616 | DEBOUTLN (cerr, "lifted factors= " << uniFactors); |
---|
617 | |
---|
618 | CanonicalForm MODl= power (y, liftBound); |
---|
619 | |
---|
620 | factors= factorRecombination (uniFactors, A, MODl, degs, 1, |
---|
621 | uniFactors.length()/2, b); |
---|
622 | |
---|
623 | if (!extension) |
---|
624 | On (SW_RATIONAL); |
---|
625 | |
---|
626 | if (earlySuccess) |
---|
627 | factors= Union (earlyFactors, factors); |
---|
628 | else if (!earlySuccess && degs.getLength() == 1) |
---|
629 | factors= earlyFactors; |
---|
630 | |
---|
631 | for (CFListIterator i= factors; i.hasItem(); i++) |
---|
632 | i.getItem()= i.getItem() (y - evaluation, y); |
---|
633 | |
---|
634 | appendSwapDecompress (factors, conv (contentAxFactors), |
---|
635 | conv (contentAyFactors), swap, swap2, N); |
---|
636 | if (isOn (SW_RATIONAL)) |
---|
637 | normalize (factors); |
---|
638 | |
---|
639 | return factors; |
---|
640 | } |
---|
641 | |
---|
642 | #endif |
---|