FT::Pop::Op::Node Class Reference

Represents nodes in a program. More...

#include <node.h>

Inheritance diagram for FT::Pop::Op::Node:

Collaboration diagram for FT::Pop::Op::Node:

Public Member Functions
	Node ()
virtual	~Node ()
virtual void	evaluate (const Data &data, State &state)=0
	Evaluates the node and updates the state states. More...
virtual void	eval_eqn (State &state)=0
	evaluates the node symbolically More...
unsigned int	total_arity ()
ArrayXf	limited (ArrayXf x)
	limits node output to be between MIN_FLT and MAX_FLT More...
void	eval_complexity (map< char, vector< unsigned int >> &cstate)
	evaluates complexity of this node in the context of its child nodes. More...
void	eval_complexity_db (map< char, vector< string >> &cstate)
	evaluates complexity of this node in the context of its child nodes. More...
virtual bool	isNodeDx ()
	check of node type More...
virtual bool	isNodeTrain ()
std::unique_ptr< Node >	clone () const
	makes a unique copy of this node More...
std::unique_ptr< Node >	rnd_clone () const
	makes a randomized unique copy ofnode More...

Public Attributes
string	name
	node type More...
string	variable_name
	variable name, if any More...
char	otype
	output type More...
std::map< char, unsigned int >	arity
	arity of the operator More...
int	complexity
	complexity of node More...
int	visits = 0

Protected Member Functions
virtual Node *	clone_impl () const =0
virtual Node *	rnd_clone_impl () const =0

Detailed Description

Represents nodes in a program.

Definition at line 53 of file node.h.

Constructor & Destructor Documentation

Node()

FT::Pop::Op::Node::Node

(

)

Definition at line 11 of file node.cc.

~Node()

virtual FT::Pop::Op::Node::~Node ( )

inlinevirtual

Definition at line 65 of file node.h.

Member Function Documentation

clone()

std::unique_ptr< Node > FT::Pop::Op::Node::clone

(

)

const

makes a unique copy of this node

Definition at line 100 of file node.cc.

clone_impl()

virtual Node* FT::Pop::Op::Node::clone_impl ( ) const

protectedpure virtual

Implemented in FT::Pop::Op::NodeVariable< T >, FT::Pop::Op::NodeConstant, FT::Pop::Op::NodeVar, FT::Pop::Op::NodeSlope, FT::Pop::Op::NodeSkew, FT::Pop::Op::NodeRecent, FT::Pop::Op::NodeMin, FT::Pop::Op::NodeMedian, FT::Pop::Op::NodeMean, FT::Pop::Op::NodeMax, FT::Pop::Op::NodeLongitudinal, FT::Pop::Op::NodeKurtosis, FT::Pop::Op::NodeCount, FT::Pop::Op::NodeXor, FT::Pop::Op::NodeOr, FT::Pop::Op::NodeNot, FT::Pop::Op::NodeLessThan, FT::Pop::Op::NodeLEQ, FT::Pop::Op::NodeGreaterThan, FT::Pop::Op::NodeGEQ, FT::Pop::Op::NodeEqual, FT::Pop::Op::NodeAnd, FT::Pop::Op::NodeSplit< T >, FT::Pop::Op::NodeFuzzySplit< T >, FT::Pop::Op::NodeFuzzyFixedSplit< T >, FT::Pop::Op::NodeIfThenElse, FT::Pop::Op::NodeIf, FT::Pop::Op::NodeTanh, FT::Pop::Op::NodeSubtract, FT::Pop::Op::NodeStep, FT::Pop::Op::NodeSquare, FT::Pop::Op::NodeSqrt, FT::Pop::Op::NodeSin, FT::Pop::Op::NodeSign, FT::Pop::Op::NodeRelu, FT::Pop::Op::NodeMultiply, FT::Pop::Op::NodeLogit, FT::Pop::Op::NodeLog, FT::Pop::Op::NodeGaussian, FT::Pop::Op::NodeFloat< T >, FT::Pop::Op::NodeExponential, FT::Pop::Op::NodeExponent, FT::Pop::Op::NodeDivide, FT::Pop::Op::NodeCube, FT::Pop::Op::NodeCos, FT::Pop::Op::NodeAdd, and FT::Pop::Op::Node2dGaussian.

eval_complexity()

void FT::Pop::Op::Node::eval_complexity

(

map< char, vector< unsigned int >> &

cstate

)

evaluates complexity of this node in the context of its child nodes.

Complexity of a node \( n \) with \( k \) arguments is defined as

\( C(n) = c_n * (\sum_{a=1}^k C(a)) \)

The complexity of a program is the complexity of its root/head node.

Definition at line 46 of file node.cc.

eval_complexity_db()

void FT::Pop::Op::Node::eval_complexity_db

(

map< char, vector< string >> &

cstate

)

evaluates complexity of this node in the context of its child nodes.

Complexity of a node \( n \) with \( k \) arguments is defined as

\( C(n) = c_n * (\sum_{a=1}^k C(a)) \)

The complexity of a program is the complexity of its root/head node.

Definition at line 69 of file node.cc.

eval_eqn()

virtual void FT::Pop::Op::Node::eval_eqn ( State &  state )

pure virtual

evaluates the node symbolically

Implemented in FT::Pop::Op::NodeVariable< T >, FT::Pop::Op::NodeConstant, FT::Pop::Op::NodeVar, FT::Pop::Op::NodeSlope, FT::Pop::Op::NodeSkew, FT::Pop::Op::NodeRecent, FT::Pop::Op::NodeMin, FT::Pop::Op::NodeMedian, FT::Pop::Op::NodeMean, FT::Pop::Op::NodeMax, FT::Pop::Op::NodeLongitudinal, FT::Pop::Op::NodeKurtosis, FT::Pop::Op::NodeCount, FT::Pop::Op::NodeXor, FT::Pop::Op::NodeOr, FT::Pop::Op::NodeNot, FT::Pop::Op::NodeLessThan, FT::Pop::Op::NodeLEQ, FT::Pop::Op::NodeGreaterThan, FT::Pop::Op::NodeGEQ, FT::Pop::Op::NodeEqual, FT::Pop::Op::NodeAnd, FT::Pop::Op::NodeSplit< T >, FT::Pop::Op::NodeFuzzySplit< T >, FT::Pop::Op::NodeFuzzyFixedSplit< T >, FT::Pop::Op::NodeIfThenElse, FT::Pop::Op::NodeIf, FT::Pop::Op::NodeTanh, FT::Pop::Op::NodeSubtract, FT::Pop::Op::NodeStep, FT::Pop::Op::NodeSquare, FT::Pop::Op::NodeSqrt, FT::Pop::Op::NodeSin, FT::Pop::Op::NodeSign, FT::Pop::Op::NodeRelu, FT::Pop::Op::NodeMultiply, FT::Pop::Op::NodeLogit, FT::Pop::Op::NodeLog, FT::Pop::Op::NodeGaussian, FT::Pop::Op::NodeFloat< T >, FT::Pop::Op::NodeExponential, FT::Pop::Op::NodeExponent, FT::Pop::Op::NodeDivide, FT::Pop::Op::NodeCube, FT::Pop::Op::NodeCos, FT::Pop::Op::NodeAdd, and FT::Pop::Op::Node2dGaussian.

evaluate()

virtual void FT::Pop::Op::Node::evaluate ( const Data &  data, State &  state  )

pure virtual

Evaluates the node and updates the state states.

Implemented in FT::Pop::Op::NodeVariable< T >, FT::Pop::Op::NodeConstant, FT::Pop::Op::NodeVar, FT::Pop::Op::NodeSlope, FT::Pop::Op::NodeSkew, FT::Pop::Op::NodeRecent, FT::Pop::Op::NodeMin, FT::Pop::Op::NodeMedian, FT::Pop::Op::NodeMean, FT::Pop::Op::NodeMax, FT::Pop::Op::NodeLongitudinal, FT::Pop::Op::NodeKurtosis, FT::Pop::Op::NodeCount, FT::Pop::Op::NodeXor, FT::Pop::Op::NodeOr, FT::Pop::Op::NodeNot, FT::Pop::Op::NodeLessThan, FT::Pop::Op::NodeLEQ, FT::Pop::Op::NodeGreaterThan, FT::Pop::Op::NodeGEQ, FT::Pop::Op::NodeEqual, FT::Pop::Op::NodeAnd, FT::Pop::Op::NodeSplit< T >, FT::Pop::Op::NodeFuzzySplit< T >, FT::Pop::Op::NodeFuzzyFixedSplit< T >, FT::Pop::Op::NodeIfThenElse, FT::Pop::Op::NodeIf, FT::Pop::Op::NodeTanh, FT::Pop::Op::NodeSubtract, FT::Pop::Op::NodeStep, FT::Pop::Op::NodeSquare, FT::Pop::Op::NodeSqrt, FT::Pop::Op::NodeSin, FT::Pop::Op::NodeSign, FT::Pop::Op::NodeRelu, FT::Pop::Op::NodeMultiply, FT::Pop::Op::NodeLogit, FT::Pop::Op::NodeLog, FT::Pop::Op::NodeGaussian, FT::Pop::Op::NodeFloat< T >, FT::Pop::Op::NodeExponential, FT::Pop::Op::NodeExponent, FT::Pop::Op::NodeDivide, FT::Pop::Op::NodeCube, FT::Pop::Op::NodeCos, FT::Pop::Op::NodeAdd, and FT::Pop::Op::Node2dGaussian.

isNodeDx()

virtual bool FT::Pop::Op::Node::isNodeDx ( )

inlinevirtual

check of node type

Reimplemented in FT::Pop::Op::NodeDx.

Definition at line 86 of file node.h.

isNodeTrain()

virtual bool FT::Pop::Op::Node::isNodeTrain ( )

inlinevirtual

Reimplemented in FT::Pop::Op::NodeTrain.

Definition at line 87 of file node.h.

limited()

ArrayXf FT::Pop::Op::Node::limited

(

ArrayXf

x

)

limits node output to be between MIN_FLT and MAX_FLT

Definition at line 37 of file node.cc.

rnd_clone()

std::unique_ptr< Node > FT::Pop::Op::Node::rnd_clone

(

)

const

makes a randomized unique copy ofnode

Definition at line 104 of file node.cc.

rnd_clone_impl()

virtual Node* FT::Pop::Op::Node::rnd_clone_impl ( ) const

protectedpure virtual

Implemented in FT::Pop::Op::NodeVariable< T >, FT::Pop::Op::NodeConstant, FT::Pop::Op::NodeVar, FT::Pop::Op::NodeSlope, FT::Pop::Op::NodeSkew, FT::Pop::Op::NodeRecent, FT::Pop::Op::NodeMin, FT::Pop::Op::NodeMedian, FT::Pop::Op::NodeMean, FT::Pop::Op::NodeMax, FT::Pop::Op::NodeLongitudinal, FT::Pop::Op::NodeKurtosis, FT::Pop::Op::NodeCount, FT::Pop::Op::NodeXor, FT::Pop::Op::NodeOr, FT::Pop::Op::NodeNot, FT::Pop::Op::NodeLessThan, FT::Pop::Op::NodeLEQ, FT::Pop::Op::NodeGreaterThan, FT::Pop::Op::NodeGEQ, FT::Pop::Op::NodeEqual, FT::Pop::Op::NodeAnd, FT::Pop::Op::NodeSplit< T >, FT::Pop::Op::NodeFuzzySplit< T >, FT::Pop::Op::NodeFuzzyFixedSplit< T >, FT::Pop::Op::NodeIfThenElse, FT::Pop::Op::NodeIf, FT::Pop::Op::NodeTanh, FT::Pop::Op::NodeSubtract, FT::Pop::Op::NodeStep, FT::Pop::Op::NodeSquare, FT::Pop::Op::NodeSqrt, FT::Pop::Op::NodeSin, FT::Pop::Op::NodeSign, FT::Pop::Op::NodeRelu, FT::Pop::Op::NodeMultiply, FT::Pop::Op::NodeLogit, FT::Pop::Op::NodeLog, FT::Pop::Op::NodeGaussian, FT::Pop::Op::NodeFloat< T >, FT::Pop::Op::NodeExponential, FT::Pop::Op::NodeExponent, FT::Pop::Op::NodeDivide, FT::Pop::Op::NodeCube, FT::Pop::Op::NodeCos, FT::Pop::Op::NodeAdd, and FT::Pop::Op::Node2dGaussian.

total_arity()

unsigned int FT::Pop::Op::Node::total_arity

(

)

Definition at line 19 of file node.cc.

Member Data Documentation

arity

std::map<char, unsigned int> FT::Pop::Op::Node::arity

arity of the operator

Definition at line 59 of file node.h.

complexity

int FT::Pop::Op::Node::complexity

complexity of node

Definition at line 60 of file node.h.

name

string FT::Pop::Op::Node::name

node type

Definition at line 56 of file node.h.

otype

char FT::Pop::Op::Node::otype

output type

Definition at line 58 of file node.h.

variable_name

string FT::Pop::Op::Node::variable_name

variable name, if any

Definition at line 57 of file node.h.

visits

int FT::Pop::Op::Node::visits = 0

Definition at line 61 of file node.h.

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The documentation for this class was generated from the following files:

• node.h
• node.cc