Symbolic regression (GP)

Symbolic regression example - illustration for Tree genotype (see more on this example in https://ecf.readthedocs.io/tutorial.html). More...

Classes
class	SymbRegEvalOp
	Symbolic regression evaluation operator. More...

Detailed Description

Symbolic regression example - illustration for Tree genotype (see more on this example in https://ecf.readthedocs.io/tutorial.html).

Description

The objective is to find a symbolic form of an unknown function (i.e. find a mapping between the given set of input and output values). The fitness is defined with total error for the given set of output values.

Tree genotype parameters (in the config file)

• set of functions (inner tree nodes)
• set of terminals (variables and constants, tree leaves)
• min and max tree depth