gaft.components.individual¶

class gaft.components.individual.DecretePrecision¶

Descriptor for individual decrete precisions.

class gaft.components.individual.IndividualBase(ranges, eps)¶

Base class for individuals.

Parameters:	ranges (tuple list) – value ranges for all entries in solution. eps (float or float list (with the same length with ranges)) – decrete precisions for binary encoding, default is 0.001.

decode()¶

NEED IMPLIMENTATION

Convert chromsome sequence to solution.

Returns:	The solution vector
Return type:	list of float

encode()¶

NEED IMPLIMENTATION

Convert solution to chromsome sequence.

Returns:	The chromsome sequence
Return type:	list of float

init(chromsome=None, solution=None)¶

Initialize the individual by providing chromsome or solution.

Parameters:	chromsome (list of (float / int)) – chromesome sequence for the individual solution (list of float) – the variable vector of the target function.

Note

If both chromsome and solution are provided, only the chromsome would be used. If neither is provided, individual would be initialized randomly.

class gaft.components.individual.SolutionRanges¶

Descriptor for solution ranges.