1 | package ec.app.sat; |
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2 | |
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3 | import ec.*; |
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4 | import ec.simple.*; |
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5 | import ec.vector.*; |
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6 | import ec.util.*; |
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7 | import java.io.*; |
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8 | import java.util.*; |
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9 | |
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10 | /** |
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11 | SAT implements the boolean satisfiability problem. |
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12 | |
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13 | <p><b>Parameters</b><br> |
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14 | <table> |
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15 | <tr><td valign=top><i>base</i>.<tt>sat-filename</tt><br> |
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16 | <font size=-1>String</td> |
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17 | <td valign=top>(Filename containing boolean satisfiability formula in Dimacs CNF format)</td></tr> |
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18 | </table> |
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19 | |
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20 | @author Keith Sullivan |
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21 | @version 1.0 |
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22 | */ |
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23 | |
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24 | public class SAT extends Problem implements SimpleProblemForm |
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25 | { |
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26 | |
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27 | public static final String P_FILENAME = "sat-filename"; |
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28 | |
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29 | Clause formula[]; |
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30 | |
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31 | public void setup(EvolutionState state, Parameter base) |
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32 | { |
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33 | super.setup(state, base); |
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34 | String fileName = state.parameters.getString(base.push(P_FILENAME), null); |
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35 | |
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36 | try |
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37 | { |
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38 | BufferedReader inFile = new BufferedReader(new FileReader(new File(fileName))); |
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39 | String line=""; |
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40 | int cnt=0; |
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41 | boolean start = false; |
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42 | while ((line = inFile.readLine()) != null) |
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43 | { |
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44 | if (start) |
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45 | { |
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46 | formula[cnt++] = new Clause(line); |
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47 | continue; |
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48 | } |
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49 | |
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50 | if (line.startsWith("p")) |
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51 | { |
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52 | start = true; |
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53 | line.trim(); |
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54 | int index = line.lastIndexOf(" "); |
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55 | formula = new Clause[Integer.parseInt(line.substring(index+1))]; |
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56 | } |
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57 | } |
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58 | inFile.close(); |
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59 | } |
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60 | catch (IOException e) |
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61 | { |
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62 | state.output.fatal("Error in SAT setup, while loading from file " + fileName + |
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63 | "\nFrom parameter " + base.push(P_FILENAME) + "\nError:\n" + e); |
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64 | } |
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65 | } |
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66 | |
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67 | /** |
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68 | Evalutes the individual using the MAXSAT fitness function. |
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69 | */ |
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70 | public void evaluate(final EvolutionState state, final Individual ind, final int subpopulation, final int threadnum) |
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71 | { |
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72 | BitVectorIndividual ind2 = (BitVectorIndividual) ind; |
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73 | double fitness=0; |
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74 | |
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75 | for (int i=0; i < formula.length; i++) |
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76 | fitness += formula[i].eval(ind2); |
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77 | |
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78 | ((SimpleFitness)(ind2.fitness)).setFitness( state, (float) fitness, false); |
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79 | ind2.evaluated = true; |
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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 | Private helper class holding a single clause in the boolean formula. Each clause |
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85 | is a disjunction of boolean variables (or their negation). |
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86 | */ |
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87 | public class Clause |
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88 | { |
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89 | |
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90 | int[] variables; |
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91 | public Clause(String c) |
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92 | { |
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93 | StringTokenizer st = new StringTokenizer(c); |
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94 | variables = new int[st.countTokens()-1]; |
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95 | for (int i=0; i < variables.length; i++) |
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96 | { |
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97 | variables[i] = Integer.parseInt(st.nextToken()); |
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98 | } |
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99 | } |
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100 | |
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101 | /** |
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102 | Evaluates the individual with the clause. Returns 1 is clase is satisfiabile, 0 otherwise. |
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103 | */ |
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104 | public int eval(BitVectorIndividual ind) |
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105 | { |
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106 | boolean tmp; |
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107 | int x; |
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108 | for (int i=0; i < variables.length; i++) |
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109 | { |
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110 | x = variables[i]; |
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111 | if (x < 0) |
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112 | tmp = !ind.genome[-x-1]; |
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113 | else |
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114 | tmp = ind.genome[x-1]; |
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115 | |
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116 | if (tmp) return 1; |
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117 | } |
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118 | return 0; |
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119 | } |
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120 | }; |
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121 | } |
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