.. index:: single: genetic_algorithm(Problem)
.. _genetic_algorithm/1:

.. rst-class:: right

**object**

``genetic_algorithm(Problem)``
==============================

* ``Problem`` - Problem object implementing ``genetic_algorithm_problem_protocol``.


Genetic algorithm meta-heuristic optimizer using the Xoshiro128++ random number generator. Convenience object that extends ``genetic_algorithm/2`` with the random algorithm bound to ``xoshiro128pp``.

| **Availability:** 
|    ``logtalk_load(genetic_algorithm(loader))``

| **Author:** Paulo Moura
| **Version:** 1:0:0
| **Date:** 2026-08-16

| **Compilation flags:**
|    ``static, context_switching_calls``


| **Extends:**
|    ``public`` :ref:`genetic_algorithm(Problem,xoshiro128pp) <genetic_algorithm/2>`

| **Remarks:**
|    (none)

| **Inherited public predicates:**
|     :ref:`options_protocol/0::check_option/1`  :ref:`options_protocol/0::check_options/1`  :ref:`options_protocol/0::default_option/1`  :ref:`options_protocol/0::default_options/1`  :ref:`options_protocol/0::option/2`  :ref:`options_protocol/0::option/3`  :ref:`genetic_algorithm/2::run/2`  :ref:`genetic_algorithm/2::run/3`  :ref:`genetic_algorithm/2::run/4`  :ref:`options_protocol/0::valid_option/1`  :ref:`options_protocol/0::valid_options/1`  

.. contents::
   :local:
   :backlinks: top

Public predicates
-----------------

(no local declarations; see entity ancestors if any)

Protected predicates
--------------------

(no local declarations; see entity ancestors if any)

Private predicates
------------------

(no local declarations; see entity ancestors if any)

Operators
---------

(none)

.. seealso::

   :ref:`genetic_algorithm(Problem,RandomAlgorithm) <genetic_algorithm/2>`, :ref:`genetic_algorithm_problem_protocol <genetic_algorithm_problem_protocol/0>`