#region License Information
/* HeuristicLab
* Copyright (C) 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 HEAL.Attic;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
using HeuristicLab.PluginInfrastructure;
namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
[NonDiscoverableType]
[StorableType("FCBA02B7-5D29-42F5-A64C-A60AD8EA475D")]
[Item("ArithmeticExpressionGrammar", "Represents a grammar for functional expressions using only arithmetic operations.")]
public class ArithmeticExpressionGrammar : DataAnalysisGrammar, ISymbolicDataAnalysisGrammar {
[StorableConstructor]
protected ArithmeticExpressionGrammar(StorableConstructorFlag _) : base(_) { }
protected ArithmeticExpressionGrammar(ArithmeticExpressionGrammar original, Cloner cloner) : base(original, cloner) { }
public ArithmeticExpressionGrammar()
: base(ItemAttribute.GetName(typeof(ArithmeticExpressionGrammar)), ItemAttribute.GetDescription(typeof(ArithmeticExpressionGrammar))) {
Initialize();
}
public override IDeepCloneable Clone(Cloner cloner) {
return new ArithmeticExpressionGrammar(this, cloner);
}
private void Initialize() {
var add = new Addition();
var sub = new Subtraction();
var mul = new Multiplication();
var div = new Division();
var number = new Number();
number.MinValue = -20;
number.MaxValue = 20;
var constant = new Constant();
constant.Enabled = false;
var variableSymbol = new HeuristicLab.Problems.DataAnalysis.Symbolic.Variable();
var binFactorVariableSymbol = new BinaryFactorVariable();
var factorVariableSymbol = new FactorVariable();
var allSymbols = new List() { add, sub, mul, div, number, constant, variableSymbol, binFactorVariableSymbol, factorVariableSymbol };
var functionSymbols = new List() { add, sub, mul, div };
foreach (var symb in allSymbols)
AddSymbol(symb);
foreach (var funSymb in functionSymbols) {
SetSubtreeCount(funSymb, 1, 3);
}
SetSubtreeCount(number, 0, 0);
SetSubtreeCount(constant, 0, 0);
SetSubtreeCount(variableSymbol, 0, 0);
SetSubtreeCount(binFactorVariableSymbol, 0, 0);
SetSubtreeCount(factorVariableSymbol, 0, 0);
// allow each symbol as child of the start symbol
foreach (var symb in allSymbols) {
AddAllowedChildSymbol(StartSymbol, symb);
AddAllowedChildSymbol(DefunSymbol, symb);
}
// allow each symbol as child of every other symbol (except for terminals that have maxSubtreeCount == 0)
foreach (var parent in functionSymbols) {
foreach (var child in allSymbols)
AddAllowedChildSymbol(parent, child);
}
}
}
}