public override void Mutate() {
//add
if( Tool.Mutate( 100 ) ) {
MathOp op = new MathOp();
op.Left = BaseOp;
BaseOp = op;
}
BaseOp.Mutate();
}
public override MathLiteral Clone()
{
MathOp clone = new MathOp();
clone.Operator = Operator;
clone.Left = Left.Clone();
clone.Right = Right.Clone();
return(clone);
}
private void TraverseNode( MathOp op, List<MathOp> nodes ) {
nodes.Add( op );
if( op.Left is MathOp ) {
TraverseNode( op.Left as MathOp, nodes );
}
if( op.Right is MathOp ) {
TraverseNode( op.Right as MathOp, nodes );
}
}
public Organism MakeCrossOver(Organism father)
{
Organism child = this.Clone();
MathOp fatherDna = (MathOp)father.GetRandomNode().Clone();
MathOp motherDna = child.GetRandomNode();
motherDna.Left = fatherDna.Left;
motherDna.Right = fatherDna.Right;
return(child);
}
public override void Mutate()
{
//add
if (Tool.Mutate(100))
{
MathOp op = new MathOp();
op.Left = BaseOp;
BaseOp = op;
}
BaseOp.Mutate();
}
private void TraverseNode(MathOp op, List <MathOp> nodes)
{
nodes.Add(op);
if (op.Left is MathOp)
{
TraverseNode(op.Left as MathOp, nodes);
}
if (op.Right is MathOp)
{
TraverseNode(op.Right as MathOp, nodes);
}
}
public override void Mutate() {
//swap
if( Tool.Mutate( 100 ) ) {
MathLiteral tmp = Left;
Left = Right;
Right = tmp;
}
if( Tool.Mutate( 100 ) ) {
this.Collapse();
}
if( Tool.Mutate( 15 ) ) {
if( Left.IsStatic() ) {
MathValue val = new MathValue();
val.Value = Left.Evaluate( null );
Left = val;
}
}
if( Tool.Mutate( 15 ) ) {
if( Right.IsStatic() ) {
MathValue val = new MathValue();
val.Value = Right.Evaluate( null );
Right = val;
}
}
//delete
if( Tool.Mutate( 15 ) ) {
if( Left is MathOp ) {
MathLiteral grandChild = ( (MathOp)Left ).Left;
Left = grandChild;
}
}
//delete
if( Tool.Mutate( 15 ) ) {
if( Left is MathOp ) {
MathLiteral grandChild = ( (MathOp)Left ).Right;
Left = grandChild;
}
}
//delete
if( Tool.Mutate( 15 ) ) {
if( Right is MathOp ) {
MathLiteral grandChild = ( (MathOp)Right ).Right;
Right = grandChild;
}
}
//delete
if( Tool.Mutate( 15 ) ) {
if( Right is MathOp ) {
MathLiteral grandChild = ( (MathOp)Right ).Left;
Right = grandChild;
}
}
//add
if( Tool.Mutate( 100 ) ) {
MathOp op = new MathOp();
op.Left = Left;
Left = op;
}
//add
if( Tool.Mutate( 100 ) ) {
MathOp op = new MathOp();
op.Right = Right;
Right = op;
}
//replace
if( Tool.Mutate( 30 ) ) {
MathLiteral newLeft = CreateRandomNode();
Left = newLeft;
}
//replace
if( Tool.Mutate( 30 ) ) {
MathLiteral newRight = CreateRandomNode();
Right = newRight;
}
Left.Mutate();
Right.Mutate();
if( Tool.Mutate( 50 ) ) {
MutateOp();
}
}
public override MathLiteral Clone() {
MathOp clone = new MathOp();
clone.Operator = Operator;
clone.Left = Left.Clone();
clone.Right = Right.Clone();
return clone;
}
public override void Mutate()
{
//swap
if (Tool.Mutate(100))
{
MathLiteral tmp = Left;
Left = Right;
Right = tmp;
}
if (Tool.Mutate(100))
{
this.Collapse();
}
if (Tool.Mutate(15))
{
if (Left.IsStatic())
{
MathValue val = new MathValue();
val.Value = Left.Evaluate(null);
Left = val;
}
}
if (Tool.Mutate(15))
{
if (Right.IsStatic())
{
MathValue val = new MathValue();
val.Value = Right.Evaluate(null);
Right = val;
}
}
//delete
if (Tool.Mutate(15))
{
if (Left is MathOp)
{
MathLiteral grandChild = ((MathOp)Left).Left;
Left = grandChild;
}
}
//delete
if (Tool.Mutate(15))
{
if (Left is MathOp)
{
MathLiteral grandChild = ((MathOp)Left).Right;
Left = grandChild;
}
}
//delete
if (Tool.Mutate(15))
{
if (Right is MathOp)
{
MathLiteral grandChild = ((MathOp)Right).Right;
Right = grandChild;
}
}
//delete
if (Tool.Mutate(15))
{
if (Right is MathOp)
{
MathLiteral grandChild = ((MathOp)Right).Left;
Right = grandChild;
}
}
//add
if (Tool.Mutate(100))
{
MathOp op = new MathOp();
op.Left = Left;
Left = op;
}
//add
if (Tool.Mutate(100))
{
MathOp op = new MathOp();
op.Right = Right;
Right = op;
}
//replace
if (Tool.Mutate(30))
{
MathLiteral newLeft = CreateRandomNode();
Left = newLeft;
}
//replace
if (Tool.Mutate(30))
{
MathLiteral newRight = CreateRandomNode();
Right = newRight;
}
Left.Mutate();
Right.Mutate();
if (Tool.Mutate(50))
{
MutateOp();
}
}
