Population initialization in genetic algorithms
Functions for creating a random initial population to be used in genetic algorithms.
gabin_Population(object, ...) gareal_Population(object, ...) gaperm_Population(object, ...)
object
: An object of class "ga"
, usually resulting from a call to function ga
....
: Further arguments passed to or from other methods.gabin_Population
generates a random population of object@nBits
binary values;
gareal_Population
generates a random (uniform) population of real values in the range [object@min
, object@max
];
gaperm_Population
generates a random (uniform) population of integer values in the range [object@min
, object@max
].
Return a matrix of dimension object@popSize
times the number of decision variables.
Luca Scrucca
ga