Package net.bmahe.genetics4j.neat.spec

Class ImmutableNeatChromosomeSpec

java.lang.Object
net.bmahe.genetics4j.neat.spec.NeatChromosomeSpec
net.bmahe.genetics4j.neat.spec.ImmutableNeatChromosomeSpec
All Implemented Interfaces:
ChromosomeSpec
@Generated(from="NeatChromosomeSpec", generator="Immutables") @Generated("org.immutables.processor.ProxyProcessor") public final class ImmutableNeatChromosomeSpec extends NeatChromosomeSpec
Immutable implementation of NeatChromosomeSpec.

Use the builder to create immutable instances: new NeatChromosomeSpec.Builder(). Use the static factory method to create immutable instances: ImmutableNeatChromosomeSpec.of().

  • Field Details

    • numInputs

      private final int numInputs

    • numOutputs

      private final int numOutputs

    • minWeightValue

      private final float minWeightValue

    • maxWeightValue

      private final float maxWeightValue

  • Constructor Details

    • ImmutableNeatChromosomeSpec

      private ImmutableNeatChromosomeSpec(int numInputs, int numOutputs, float minWeightValue, float maxWeightValue)

  • Method Details

    • numInputs

      public int numInputs()
      Returns the number of input nodes for the neural network.

      Input nodes receive external data and form the first layer of the network. They are assigned indices 0 through numInputs-1 and do not apply activation functions to their values.

      Specified by:
      numInputs in class NeatChromosomeSpec
      Returns:
      the number of input nodes (must be positive)

    • numOutputs

      public int numOutputs()
      Returns the number of output nodes for the neural network.

      Output nodes produce the final results of network computation and form the last layer of the network. They are assigned indices numInputs through numInputs+numOutputs-1 and apply activation functions to their weighted sums.

      Specified by:
      numOutputs in class NeatChromosomeSpec
      Returns:
      the number of output nodes (must be positive)

    • minWeightValue

      public float minWeightValue()
      Returns the minimum allowed connection weight value.

      This constraint is used by genetic operators to bound weight mutations and ensure network stability. New connections and weight perturbations should respect this lower bound.

      Specified by:
      minWeightValue in class NeatChromosomeSpec
      Returns:
      the minimum connection weight value

    • maxWeightValue

      public float maxWeightValue()
      Returns the maximum allowed connection weight value.

      This constraint is used by genetic operators to bound weight mutations and ensure network stability. New connections and weight perturbations should respect this upper bound.

      Specified by:
      maxWeightValue in class NeatChromosomeSpec
      Returns:
      the maximum connection weight value

    • withNumInputs

      public final ImmutableNeatChromosomeSpec withNumInputs(int value)
      Copy the current immutable object by setting a value for the numInputs attribute. A value equality check is used to prevent copying of the same value by returning this.
      Parameters:
      value - A new value for numInputs
      Returns:
      A modified copy or the this object

    • withNumOutputs

      public final ImmutableNeatChromosomeSpec withNumOutputs(int value)
      Copy the current immutable object by setting a value for the numOutputs attribute. A value equality check is used to prevent copying of the same value by returning this.
      Parameters:
      value - A new value for numOutputs
      Returns:
      A modified copy or the this object

    • withMinWeightValue

      public final ImmutableNeatChromosomeSpec withMinWeightValue(float value)
      Copy the current immutable object by setting a value for the minWeightValue attribute. A value strict bits equality used to prevent copying of the same value by returning this.
      Parameters:
      value - A new value for minWeightValue
      Returns:
      A modified copy or the this object

    • withMaxWeightValue

      public final ImmutableNeatChromosomeSpec withMaxWeightValue(float value)
      Copy the current immutable object by setting a value for the maxWeightValue attribute. A value strict bits equality used to prevent copying of the same value by returning this.
      Parameters:
      value - A new value for maxWeightValue
      Returns:
      A modified copy or the this object

    • equals

      public boolean equals(Object another)
      This instance is equal to all instances of ImmutableNeatChromosomeSpec that have equal attribute values.
      Overrides:
      equals in class Object
      Returns:
      true if this is equal to another instance

    • equalsByValue

      private boolean equalsByValue(ImmutableNeatChromosomeSpec another)

    • hashCode

      public int hashCode()
      Computes a hash code from attributes: numInputs, numOutputs, minWeightValue, maxWeightValue.
      Overrides:
      hashCode in class Object
      Returns:
      hashCode value

    • toString

      public String toString()
      Prints the immutable value NeatChromosomeSpec with attribute values.
      Overrides:
      toString in class Object
      Returns:
      A string representation of the value

    • of

      public static NeatChromosomeSpec of(int numInputs, int numOutputs, float minWeightValue, float maxWeightValue)
      Construct a new immutable NeatChromosomeSpec instance.
      Parameters:
      numInputs - The value for the numInputs attribute
      numOutputs - The value for the numOutputs attribute
      minWeightValue - The value for the minWeightValue attribute
      maxWeightValue - The value for the maxWeightValue attribute
      Returns:
      An immutable NeatChromosomeSpec instance

    • validate

      private static ImmutableNeatChromosomeSpec validate(ImmutableNeatChromosomeSpec instance)

    • copyOf

      public static NeatChromosomeSpec copyOf(NeatChromosomeSpec instance)
      Creates an immutable copy of a NeatChromosomeSpec value. Uses accessors to get values to initialize the new immutable instance. If an instance is already immutable, it is returned as is.
      Parameters:
      instance - The instance to copy
      Returns:
      A copied immutable NeatChromosomeSpec instance