1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2016 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
4 | *
|
---|
5 | * This file is part of HeuristicLab.
|
---|
6 | *
|
---|
7 | * HeuristicLab is free software: you can redistribute it and/or modify
|
---|
8 | * it under the terms of the GNU General Public License as published by
|
---|
9 | * the Free Software Foundation, either version 3 of the License, or
|
---|
10 | * (at your option) any later version.
|
---|
11 | *
|
---|
12 | * HeuristicLab is distributed in the hope that it will be useful,
|
---|
13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
15 | * GNU General Public License for more details.
|
---|
16 | *
|
---|
17 | * You should have received a copy of the GNU General Public License
|
---|
18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
|
---|
19 | */
|
---|
20 | #endregion
|
---|
21 |
|
---|
22 | using System;
|
---|
23 | using System.Collections.Generic;
|
---|
24 | using System.Globalization;
|
---|
25 | using System.Linq;
|
---|
26 | using System.Text;
|
---|
27 | using HeuristicLab.Core;
|
---|
28 | using HeuristicLab.Random;
|
---|
29 |
|
---|
30 | namespace HeuristicLab.ExpressionGenerator {
|
---|
31 | public class Expression : IExpression {
|
---|
32 | public string Label { get; set; }
|
---|
33 |
|
---|
34 | public ExpressionType Type { get; }
|
---|
35 |
|
---|
36 | private readonly List<Expression> arguments;
|
---|
37 | public IEnumerable<Expression> Arguments {
|
---|
38 | get { return arguments ?? Enumerable.Empty<Expression>(); }
|
---|
39 | }
|
---|
40 |
|
---|
41 | public IRandom Distribution { get; }
|
---|
42 |
|
---|
43 | public Func<IEnumerable<double>, double> Transform { get; }
|
---|
44 |
|
---|
45 | public double Value { get; }
|
---|
46 |
|
---|
47 | public Expression(string label, double value) {
|
---|
48 | Type = ExpressionType.Constant;
|
---|
49 | Value = value;
|
---|
50 | Label = label;
|
---|
51 | }
|
---|
52 |
|
---|
53 | public Expression(string label, IRandom distribution) {
|
---|
54 | Type = ExpressionType.RandomVariable;
|
---|
55 | Distribution = distribution;
|
---|
56 | Label = label;
|
---|
57 | }
|
---|
58 |
|
---|
59 | public Expression(string label, Func<IEnumerable<double>, double> transform, IEnumerable<Expression> arguments) {
|
---|
60 | Type = ExpressionType.Function;
|
---|
61 | Transform = transform;
|
---|
62 | this.arguments = this.arguments ?? new List<Expression>();
|
---|
63 | this.arguments.AddRange(arguments);
|
---|
64 | Label = label;
|
---|
65 | }
|
---|
66 |
|
---|
67 | public static Expression Constant(string label, double value) {
|
---|
68 | return new Expression(label, value);
|
---|
69 | }
|
---|
70 |
|
---|
71 | public static Expression RandomVariable(string label, IRandom distribution) {
|
---|
72 | return new Expression(label, distribution);
|
---|
73 | }
|
---|
74 |
|
---|
75 | public static Expression Function(string label, Func<IEnumerable<double>, double> transform, IEnumerable<Expression> arguments) {
|
---|
76 | return new Expression(label, transform, arguments);
|
---|
77 | }
|
---|
78 |
|
---|
79 | public override string ToString() {
|
---|
80 | var sb = new StringBuilder();
|
---|
81 |
|
---|
82 | switch (Type) {
|
---|
83 | case ExpressionType.Constant:
|
---|
84 | sb.Append(Value.ToString("0.000", CultureInfo.CurrentCulture));
|
---|
85 | break;
|
---|
86 | case ExpressionType.RandomVariable:
|
---|
87 | sb.Append(string.Format("{0} ~ {1}", Label, GetStringDescription(Distribution)));
|
---|
88 | break;
|
---|
89 | case ExpressionType.Function:
|
---|
90 | sb.Append(string.Format("{0} (", Label));
|
---|
91 | if (arguments != null) {
|
---|
92 | for (int i = 0; i < arguments.Count - 1; ++i)
|
---|
93 | sb.Append(string.Format("{0}, ", arguments[i]));
|
---|
94 | sb.Append(string.Format("{0})", arguments.Last()));
|
---|
95 | }
|
---|
96 | break;
|
---|
97 | }
|
---|
98 |
|
---|
99 | return sb.ToString();
|
---|
100 | }
|
---|
101 |
|
---|
102 | private static string GetStringDescription(IRandom random) {
|
---|
103 | var normal = random as NormalDistributedRandom;
|
---|
104 | if (normal != null)
|
---|
105 | return string.Format("N({0}, {1})", normal.Mu, normal.Sigma);
|
---|
106 |
|
---|
107 | var uniform = random as UniformDistributedRandom;
|
---|
108 | if (uniform != null)
|
---|
109 | return string.Format("U({0}, {1})", uniform.Min, uniform.Max);
|
---|
110 |
|
---|
111 | var gamma = random as GammaDistributedRandom;
|
---|
112 | if (gamma != null)
|
---|
113 | return string.Format("G({0}, {1})", gamma.Shape, gamma.Rate);
|
---|
114 |
|
---|
115 | return random.ToString();
|
---|
116 | }
|
---|
117 | }
|
---|
118 | } |
---|