private void Initialize() {
var add = new Addition();
var sub = new Subtraction();
var mul = new Multiplication();
var div = new Division();
var constant = new Constant();
constant.MinValue = -20;
constant.MaxValue = 20;
var variableSymbol = new HeuristicLab.Problems.DataAnalysis.Symbolic.Variable();
var allSymbols = new List<Symbol>() { add, sub, mul, div, constant, variableSymbol };
var functionSymbols = new List<Symbol>() { add, sub, mul, div };
foreach (var symb in allSymbols)
AddSymbol(symb);
foreach (var funSymb in functionSymbols) {
SetSubtreeCount(funSymb, 1, 3);
}
SetSubtreeCount(constant, 0, 0);
SetSubtreeCount(variableSymbol, 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);
}
}
private void Initialize()
{
var add = new Addition();
var sub = new Subtraction();
var mul = new Multiplication();
var div = new Division();
var constant = new Constant();
constant.MinValue = -20;
constant.MaxValue = 20;
var variableSymbol = new HeuristicLab.Problems.DataAnalysis.Symbolic.Variable();
var binFactorVariableSymbol = new BinaryFactorVariable();
var factorVariableSymbol = new FactorVariable();
var allSymbols = new List <Symbol>()
{
add, sub, mul, div, constant, variableSymbol, binFactorVariableSymbol, factorVariableSymbol
};
var functionSymbols = new List <Symbol>()
{
add, sub, mul, div
};
foreach (var symb in allSymbols)
{
AddSymbol(symb);
}
foreach (var funSymb in functionSymbols)
{
SetSubtreeCount(funSymb, 1, 3);
}
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);
}
}
}
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 square = new Square();
square.InitialFrequency = 0.0;
var root = new Root();
root.InitialFrequency = 0.0;
var sqrt = new SquareRoot();
sqrt.InitialFrequency = 0.0;
var airyA = new AiryA();
airyA.InitialFrequency = 0.0;
var airyB = new AiryB();
airyB.InitialFrequency = 0.0;
var bessel = new Bessel();
bessel.InitialFrequency = 0.0;
var cosineIntegral = new CosineIntegral();
cosineIntegral.InitialFrequency = 0.0;
var dawson = new Dawson();
dawson.InitialFrequency = 0.0;
var erf = new Erf();
erf.InitialFrequency = 0.0;
var expIntegralEi = new ExponentialIntegralEi();
expIntegralEi.InitialFrequency = 0.0;
var fresnelCosineIntegral = new FresnelCosineIntegral();
fresnelCosineIntegral.InitialFrequency = 0.0;
var fresnelSineIntegral = new FresnelSineIntegral();
fresnelSineIntegral.InitialFrequency = 0.0;
var gamma = new Gamma();
gamma.InitialFrequency = 0.0;
var hypCosineIntegral = new HyperbolicCosineIntegral();
hypCosineIntegral.InitialFrequency = 0.0;
var hypSineIntegral = new HyperbolicSineIntegral();
hypSineIntegral.InitialFrequency = 0.0;
var norm = new Norm();
norm.InitialFrequency = 0.0;
var psi = new Psi();
psi.InitialFrequency = 0.0;
var sineIntegral = new SineIntegral();
sineIntegral.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 xor = new Xor();
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 autoregressiveVariable = new AutoregressiveTargetVariable();
autoregressiveVariable.InitialFrequency = 0.0;
autoregressiveVariable.Enabled = false;
var allSymbols = new List <Symbol>()
{
add, sub, mul, div, mean, sin, cos, tan, log, square, pow, sqrt, root, exp,
airyA, airyB, bessel, cosineIntegral, dawson, erf, expIntegralEi, fresnelCosineIntegral, fresnelSineIntegral, gamma, hypCosineIntegral, hypSineIntegral, norm, psi, sineIntegral,
@if, gt, lt, and, or, not, xor, timeLag, integral, derivative, constant, variableSymbol, laggedVariable, autoregressiveVariable, variableCondition
};
var unaryFunctionSymbols = new List <Symbol>()
{
square, sqrt, sin, cos, tan, log, exp, not, timeLag, integral, derivative,
airyA, airyB, bessel, cosineIntegral, dawson, erf, expIntegralEi, fresnelCosineIntegral, fresnelSineIntegral, gamma, hypCosineIntegral, hypSineIntegral, norm, psi, sineIntegral
};
var binaryFunctionSymbols = new List <Symbol>()
{
pow, root, gt, lt, variableCondition
};
var ternarySymbols = new List <Symbol>()
{
add, sub, mul, div, mean, and, or, xor
};
var terminalSymbols = new List <Symbol>()
{
variableSymbol, constant, laggedVariable, autoregressiveVariable
};
foreach (var symb in allSymbols)
{
AddSymbol(symb);
}
foreach (var funSymb in ternarySymbols)
{
SetSubtreeCount(funSymb, 1, 3);
}
foreach (var funSymb in unaryFunctionSymbols)
{
SetSubtreeCount(funSymb, 1, 1);
}
foreach (var funSymb in binaryFunctionSymbols)
{
SetSubtreeCount(funSymb, 2, 2);
}
foreach (var terminalSymbol in terminalSymbols)
{
SetSubtreeCount(terminalSymbol, 0, 0);
}
SetSubtreeCount(@if, 3, 3);
// 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 allSymbols.Except(terminalSymbols))
{
foreach (var child in allSymbols)
{
AddAllowedChildSymbol(parent, child);
}
}
}
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 square = new Square();
square.InitialFrequency = 0.0;
var root = new Root();
root.InitialFrequency = 0.0;
var sqrt = new SquareRoot();
sqrt.InitialFrequency = 0.0;
var airyA = new AiryA();
airyA.InitialFrequency = 0.0;
var airyB = new AiryB();
airyB.InitialFrequency = 0.0;
var bessel = new Bessel();
bessel.InitialFrequency = 0.0;
var cosineIntegral = new CosineIntegral();
cosineIntegral.InitialFrequency = 0.0;
var dawson = new Dawson();
dawson.InitialFrequency = 0.0;
var erf = new Erf();
erf.InitialFrequency = 0.0;
var expIntegralEi = new ExponentialIntegralEi();
expIntegralEi.InitialFrequency = 0.0;
var fresnelCosineIntegral = new FresnelCosineIntegral();
fresnelCosineIntegral.InitialFrequency = 0.0;
var fresnelSineIntegral = new FresnelSineIntegral();
fresnelSineIntegral.InitialFrequency = 0.0;
var gamma = new Gamma();
gamma.InitialFrequency = 0.0;
var hypCosineIntegral = new HyperbolicCosineIntegral();
hypCosineIntegral.InitialFrequency = 0.0;
var hypSineIntegral = new HyperbolicSineIntegral();
hypSineIntegral.InitialFrequency = 0.0;
var norm = new Norm();
norm.InitialFrequency = 0.0;
var psi = new Psi();
psi.InitialFrequency = 0.0;
var sineIntegral = new SineIntegral();
sineIntegral.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 xor = new Xor();
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 autoregressiveVariable = new AutoregressiveTargetVariable();
autoregressiveVariable.InitialFrequency = 0.0;
autoregressiveVariable.Enabled = false;
var allSymbols = new List<Symbol>() { add, sub, mul, div, mean, sin, cos, tan, log, square, pow, sqrt, root, exp,
airyA, airyB, bessel, cosineIntegral, dawson, erf, expIntegralEi, fresnelCosineIntegral, fresnelSineIntegral, gamma, hypCosineIntegral, hypSineIntegral, norm, psi, sineIntegral,
@if, gt, lt, and, or, not,xor, timeLag, integral, derivative, constant, variableSymbol, laggedVariable,autoregressiveVariable, variableCondition };
var unaryFunctionSymbols = new List<Symbol>() { square, sqrt, sin, cos, tan, log, exp, not, timeLag, integral, derivative,
airyA, airyB, bessel, cosineIntegral, dawson, erf, expIntegralEi, fresnelCosineIntegral, fresnelSineIntegral, gamma, hypCosineIntegral, hypSineIntegral, norm, psi, sineIntegral
};
var binaryFunctionSymbols = new List<Symbol>() { pow, root, gt, lt, variableCondition };
var ternarySymbols = new List<Symbol>() { add, sub, mul, div, mean, and, or, xor };
var terminalSymbols = new List<Symbol>() { variableSymbol, constant, laggedVariable, autoregressiveVariable };
foreach (var symb in allSymbols)
AddSymbol(symb);
foreach (var funSymb in ternarySymbols) {
SetSubtreeCount(funSymb, 1, 3);
}
foreach (var funSymb in unaryFunctionSymbols) {
SetSubtreeCount(funSymb, 1, 1);
}
foreach (var funSymb in binaryFunctionSymbols) {
SetSubtreeCount(funSymb, 2, 2);
}
foreach (var terminalSymbol in terminalSymbols) {
SetSubtreeCount(terminalSymbol, 0, 0);
}
SetSubtreeCount(@if, 3, 3);
// 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 allSymbols.Except(terminalSymbols)) {
foreach (var child in allSymbols)
AddAllowedChildSymbol(parent, child);
}
}
