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source: addons/HeuristicLab.PushGP/HeuristicLab.Problems.ProgramSynthesis/Push/Generators/CodeGenerator/LinearCodeGenerator.cs @ 18242

Last change on this file since 18242 was 15273, checked in by pkimmesw, 7 years ago

#2665 Started Plush Encoding, Added Zero Error Individual Count Analyzer

File size: 2.5 KB
Line 
1using System.Collections.Generic;
2
3namespace HeuristicLab.Problems.ProgramSynthesis.Push.Generators.CodeGenerator {
4  using HeuristicLab.Core;
5  using HeuristicLab.Problems.ProgramSynthesis.Push.Configuration;
6  using HeuristicLab.Problems.ProgramSynthesis.Push.Data.Pool;
7  using HeuristicLab.Problems.ProgramSynthesis.Push.Expressions;
8  using HeuristicLab.Random;
9
10  public class LinearCodeGenerator {
11    public static PushProgram RandomProgram(IManagedPool<PushProgram> pool, IManagedPool<PooledList<Expression>> expressionListPool, int maxPoints, IRandom random = null, IReadOnlyPushConfiguration pushGpConfiguration = null, IDictionary<string, Expression> customExpressions = null) {
12      var code = RandomCode(maxPoints, expressionListPool, random, pushGpConfiguration, customExpressions);
13
14      return PushProgram.Create(pool, code);
15    }
16
17    public static PushProgram RandomProgram(IManagedPool<PooledList<Expression>> expressionListPool, int maxPoints, IRandom random = null, IReadOnlyPushConfiguration pushGpConfiguration = null, IDictionary<string, Expression> customExpressions = null) {
18      var code = RandomCode(maxPoints, expressionListPool, random, pushGpConfiguration, customExpressions);
19
20      return new PushProgram(code);
21    }
22
23    public static PushProgram RandomProgram(int maxPoints, IRandom random = null, IReadOnlyPushConfiguration pushGpConfiguration = null, IDictionary<string, Expression> customExpressions = null) {
24      var code = RandomCode(maxPoints, null, random, pushGpConfiguration, customExpressions);
25
26      return new PushProgram(code);
27    }
28
29    public static IReadOnlyList<Expression> RandomCode(
30      int maxPoints,
31      IManagedPool<PooledList<Expression>> expressionListPool = null,
32      IRandom random = null,
33      IReadOnlyPushConfiguration config = null,
34      IDictionary<string, Expression> customExpressions = null) {
35      if (maxPoints == 0)
36        return new Expression[0];
37
38      random = random ?? new MersenneTwister();
39      config = config ?? new PushConfiguration();
40
41      var size = maxPoints <= 1 ? 1 : random.Next(1, maxPoints);
42      var expressions = expressionListPool == null ? new List<Expression>(size) : expressionListPool.Get();
43
44      for (var i = 0; i < size; i++) {
45        var expression = CodeGeneratorUtils.MapToExpression(
46          random,
47          config.ErcOptions,
48          config,
49          customExpressions);
50
51        expressions.Add(expression);
52      }
53
54      return expressions;
55    }
56
57
58  }
59}
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