@@ -3545,30 +3545,30 @@ through the ``on_crossover_callback()`` and ``on_gen()``, respectively.
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----------------------------------------------------------------------
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PyGAD Lifecycle
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- =========================================
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- Step Handler Output Shape
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- =========================================
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- Fitness Function genetic_fitness () (1)
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+ ======================================================================
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+ Step Handler Output Shape
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+ ======================================================================
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+ Fitness Function genetic_fitness () (1)
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Fitness batch size: 4
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----------------------------------------------------------------------
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- Parent Selection steady_state_selection () (10, 6)
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+ Parent Selection steady_state_selection () (10, 6)
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Number of Parents: 10
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----------------------------------------------------------------------
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- Crossover single_point_crossover () (10, 6)
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+ Crossover single_point_crossover () (10, 6)
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Crossover probability: 0.4
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----------------------------------------------------------------------
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- On Crossover on_crossover_callback () None
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+ On Crossover on_crossover_callback () None
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----------------------------------------------------------------------
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- Mutation random_mutation () (10, 6)
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+ Mutation random_mutation () (10, 6)
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Mutation Genes: 1
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Random Mutation Range: (-1.0, 1.0)
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Mutation by Replacement: False
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Allow Duplicated Genes: True
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----------------------------------------------------------------------
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- On Generation on_gen () None
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+ On Generation on_gen () None
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Stop Criteria: [[' reach' , 10.0]]
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----------------------------------------------------------------------
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- =========================================
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+ ======================================================================
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Population Size: (20, 6)
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Number of Generations: 100
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Initial Population Range: (-4, 4)
@@ -3577,7 +3577,7 @@ through the ``on_crossover_callback()`` and ``on_gen()``, respectively.
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Parallel Processing: [' thread' , 2]
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Save Best Solutions: False
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Save Solutions: False
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- =========================================
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+ ======================================================================
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We can set the ``print_step_parameters `` and
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``print_parameters_summary `` parameters to ``False `` to not print the
@@ -3592,22 +3592,22 @@ parameters.
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----------------------------------------------------------------------
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PyGAD Lifecycle
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- =========================================
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- Step Handler Output Shape
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- =========================================
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- Fitness Function genetic_fitness () (1)
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+ ======================================================================
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+ Step Handler Output Shape
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+ ======================================================================
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+ Fitness Function genetic_fitness () (1)
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----------------------------------------------------------------------
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- Parent Selection steady_state_selection () (10, 6)
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+ Parent Selection steady_state_selection () (10, 6)
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----------------------------------------------------------------------
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- Crossover single_point_crossover () (10, 6)
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+ Crossover single_point_crossover () (10, 6)
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----------------------------------------------------------------------
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- On Crossover on_crossover_callback () None
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+ On Crossover on_crossover_callback () None
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----------------------------------------------------------------------
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- Mutation random_mutation () (10, 6)
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+ Mutation random_mutation () (10, 6)
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----------------------------------------------------------------------
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- On Generation on_gen () None
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+ On Generation on_gen () None
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----------------------------------------------------------------------
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- =========================================
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+ ======================================================================
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Batch Fitness Calculation
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=========================
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