setupEvolutionaryOperators

[<code>ecr_control</code>]
ECR control object generated via <code><a rd-options="" href="/link/setupECRControl?package=ecr&version=1.0" data-mini-rdoc="ecr::setupECRControl">setupECRControl</a></code>.

control

[<code>ecr_selector</code>]
Selection operator which implements a procedure to copy individuals from a
given population to the mating pool, i. e., allow them to become parents.

parent.selector

[<code>ecr_selector</code>]
Selection operator which implements a procedurce to extract individuals from
a given set, which should survive and set up the next generation.

survival.selector

[<code>ecr_generator</code>]
Generator operator of type <code>ecr_generator</code> for the generation of the initial
population.

generator

[<code>ecr_mutator</code>]
Mutation operator of type <code>ecr_mutator</code>.

mutator

[<code>ecr_recombinator</code>]
Recombination operator of type <code>ecr_recombinator</code>.

recombinator


Define the toolbox of all the evolutionary operators you wish to operate on
your problem.


Provides a powerful framework for evolutionary
computing in R. The user can easily construct powerful evolutionary algorithms
for tackling both single- and multi-objective problems by plugging in different
predefined evolutionary building blocks, e. g., operators for mutation,
recombination and selection with just a few lines of code. Your problem
cannot be easily solved with a standard EA which works on real-valued vectors,
permutations or binary strings? No problem, 'ecr' has been developed with that in
mind. Extending the framework with own operators is also possible. Additionally
there are various comfort functions, like monitoring, logging and more.

Jakob Bossek

Evolutionary Computing in R

setupEvolutionaryOperators function

[<code>ecr_control</code>]
ECR control object generated via <code><a rd-options='' href='setupECRControl'>setupECRControl</a></code>.

setupEvolutionaryOperators: Enhance control object with evolutionary operators.

Description

Usage

Arguments

Value