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Benchmarks

.. automodule:: deap.benchmarks
Single Objective Continuous Multi Objective Continuous Binary Symbolic Regression
:func:`cigar` :func:`fonseca` :func:`~binary.chuang_f1` :func:`~gp.kotanchek`
:func:`plane` :func:`kursawe` :func:`~binary.chuang_f2` :func:`~gp.salustowicz_1d`
:func:`sphere` :func:`schaffer_mo` :func:`~binary.chuang_f3` :func:`~gp.salustowicz_2d`
:func:`rand` :func:`dtlz1` :func:`~binary.royal_road1` :func:`~gp.unwrapped_ball`
:func:`ackley` :func:`dtlz2` :func:`~binary.royal_road2` :func:`~gp.rational_polynomial`
:func:`bohachevsky` :func:`dtlz3`   :func:`~gp.rational_polynomial2`
:func:`griewank` :func:`dtlz4`   :func:`~gp.sin_cos`
:func:`h1` :func:`zdt1`   :func:`~gp.ripple`
:func:`himmelblau` :func:`zdt2`    
:func:`rastrigin` :func:`zdt3`    
:func:`rastrigin_scaled` :func:`zdt4`    
:func:`rastrigin_skew` :func:`zdt6`    
:func:`rosenbrock`      
:func:`schaffer`      
:func:`schwefel`      
:func:`shekel`      

Continuous Optimization

.. autofunction:: deap.benchmarks.cigar


.. autofunction:: deap.benchmarks.plane


.. autofunction:: deap.benchmarks.sphere


.. autofunction:: deap.benchmarks.rand


.. autofunction:: deap.benchmarks.ackley


.. autofunction:: deap.benchmarks.bohachevsky


.. autofunction:: deap.benchmarks.griewank


.. autofunction:: deap.benchmarks.h1


.. autofunction:: deap.benchmarks.himmelblau


.. autofunction:: deap.benchmarks.rastrigin


.. autofunction:: deap.benchmarks.rastrigin_scaled


.. autofunction:: deap.benchmarks.rastrigin_skew


.. autofunction:: deap.benchmarks.rosenbrock


.. autofunction:: deap.benchmarks.schaffer


.. autofunction:: deap.benchmarks.schwefel


.. autofunction:: deap.benchmarks.shekel

Multi-objective

.. autofunction:: deap.benchmarks.fonseca


.. autofunction:: deap.benchmarks.kursawe


.. autofunction:: deap.benchmarks.schaffer_mo


.. autofunction:: deap.benchmarks.dtlz1


.. autofunction:: deap.benchmarks.dtlz2


.. autofunction:: deap.benchmarks.dtlz3


.. autofunction:: deap.benchmarks.dtlz4


.. autofunction:: deap.benchmarks.zdt1


.. autofunction:: deap.benchmarks.zdt2


.. autofunction:: deap.benchmarks.zdt3


.. autofunction:: deap.benchmarks.zdt4


.. autofunction:: deap.benchmarks.zdt6

Binary Optimization

.. automodule:: deap.benchmarks.binary


.. autofunction:: deap.benchmarks.binary.chuang_f1


.. autofunction:: deap.benchmarks.binary.chuang_f2


.. autofunction:: deap.benchmarks.binary.chuang_f3


.. autofunction:: deap.benchmarks.binary.royal_road1


.. autofunction:: deap.benchmarks.binary.royal_road2


.. autofunction:: deap.benchmarks.binary.bin2float

Symbolic Regression

.. automodule:: deap.benchmarks.gp


.. autofunction:: deap.benchmarks.gp.kotanchek


.. autofunction:: deap.benchmarks.gp.salustowicz_1d


.. autofunction:: deap.benchmarks.gp.salustowicz_2d


.. autofunction:: deap.benchmarks.gp.unwrapped_ball


.. autofunction:: deap.benchmarks.gp.rational_polynomial


.. autofunction:: deap.benchmarks.gp.rational_polynomial2


.. autofunction:: deap.benchmarks.gp.sin_cos


.. autofunction:: deap.benchmarks.gp.ripple

Moving Peaks Benchmark

.. automodule:: deap.benchmarks.movingpeaks


.. autoclass:: deap.benchmarks.movingpeaks.MovingPeaks(self, dim[, pfunc][, npeaks][, bfunc][, random][, ...])
   :members:

   .. automethod:: deap.benchmarks.movingpeaks.MovingPeaks.__call__(self, individual[, count])


.. autofunction:: deap.benchmarks.movingpeaks.cone


.. autofunction:: deap.benchmarks.movingpeaks.function1

Benchmarks tools

.. automodule:: deap.benchmarks.tools
   :members: convergence, diversity


.. autofunction:: deap.benchmarks.tools.noise

   .. automethod:: deap.benchmarks.tools.noise.noise


.. autofunction:: deap.benchmarks.tools.rotate

   .. automethod:: deap.benchmarks.tools.rotate.rotate


.. autofunction:: deap.benchmarks.tools.scale

   .. automethod:: deap.benchmarks.tools.scale.scale


.. autofunction:: deap.benchmarks.tools.translate

   .. automethod:: deap.benchmarks.tools.translate.translate