#region License Information
/* HeuristicLab
* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System.Collections.Generic;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
[StorableClass]
[Item("FullFunctionalExpressionGrammar", "Represents a grammar for functional expressions using all available functions.")]
public class FullFunctionalExpressionGrammar : DefaultSymbolicExpressionGrammar, ISymbolicDataAnalysisGrammar {
[StorableConstructor]
protected FullFunctionalExpressionGrammar(bool deserializing) : base(deserializing) { }
protected FullFunctionalExpressionGrammar(FullFunctionalExpressionGrammar original, Cloner cloner) : base(original, cloner) { }
public FullFunctionalExpressionGrammar()
: base() {
Initialize();
}
public override IDeepCloneable Clone(Cloner cloner) {
return new FullFunctionalExpressionGrammar(this, cloner);
}
private void Initialize() {
var add = new Addition();
var sub = new Subtraction();
var mul = new Multiplication();
var div = new Division();
var mean = new Average();
var sin = new Sine();
var cos = new Cosine();
var tan = new Tangent();
var log = new Logarithm();
var pow = new Power();
pow.InitialFrequency = 0.0;
var root = new Root();
root.InitialFrequency = 0.0;
var exp = new Exponential();
var @if = new IfThenElse();
var gt = new GreaterThan();
var lt = new LessThan();
var and = new And();
var or = new Or();
var not = new Not();
var timeLag = new TimeLag();
timeLag.InitialFrequency = 0.0;
var integral = new Integral();
integral.InitialFrequency = 0.0;
var derivative = new Derivative();
derivative.InitialFrequency = 0.0;
var variableCondition = new VariableCondition();
variableCondition.InitialFrequency = 0.0;
var constant = new Constant();
constant.MinValue = -20;
constant.MaxValue = 20;
var variableSymbol = new HeuristicLab.Problems.DataAnalysis.Symbolic.Variable();
var laggedVariable = new LaggedVariable();
laggedVariable.InitialFrequency = 0.0;
var allSymbols = new List() { add, sub, mul, div, mean, sin, cos, tan, log, pow, root, exp, @if, gt, lt, and, or, not, timeLag, integral, derivative, constant, variableSymbol, laggedVariable, variableCondition };
var unaryFunctionSymbols = new List() { sin, cos, tan, log, exp, not, timeLag, integral, derivative };
var binaryFunctionSymbols = new List() { pow, root, gt, lt, variableCondition };
var functionSymbols = new List() { add, sub, mul, div, mean, and, or };
var terminalSymbols = new List() { variableSymbol, constant, laggedVariable };
foreach (var symb in allSymbols)
AddSymbol(symb);
foreach (var funSymb in functionSymbols) {
SetMinSubtreeCount(funSymb, 1);
SetMaxSubtreeCount(funSymb, 3);
}
foreach (var funSymb in unaryFunctionSymbols) {
SetMinSubtreeCount(funSymb, 1);
SetMaxSubtreeCount(funSymb, 1);
}
foreach (var funSymb in binaryFunctionSymbols) {
SetMinSubtreeCount(funSymb, 2);
SetMaxSubtreeCount(funSymb, 2);
}
foreach (var terminalSymbol in terminalSymbols) {
SetMinSubtreeCount(terminalSymbol, 0);
SetMaxSubtreeCount(terminalSymbol, 0);
}
SetMinSubtreeCount(@if, 3);
SetMaxSubtreeCount(@if, 3);
// allow each symbol as child of the start symbol
foreach (var symb in allSymbols) {
SetAllowedChild(StartSymbol, symb, 0);
}
// allow each symbol as child of every other symbol (except for terminals that have maxSubtreeCount == 0)
foreach (var parent in allSymbols) {
for (int i = 0; i < GetMaxSubtreeCount(parent); i++)
foreach (var child in allSymbols) {
SetAllowedChild(parent, child, i);
}
}
}
}
}