kgal-core/kgal.cellular.operators.crossover

Package-level declarations

Functions

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inline fun <V, F> CellEvolveScope<V, F>.crossover(chance: Double, crossover: (chromosome1: Chromosome<V, F>, chromosome2: Chromosome<V, F>) -> Unit)

Performs a crossover step for population in CellularGA that modify in-place the input chromosomes.

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@JvmName(name = "crossoverUniformArray")
fun <T, F> CellEvolveScope<Array<T>, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformBooleanArray")
fun <F> CellEvolveScope<BooleanArray, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformByteArray")
fun <F> CellEvolveScope<ByteArray, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformCharArray")
fun <F> CellEvolveScope<CharArray, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformDoubleArray")
fun <F> CellEvolveScope<DoubleArray, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformFloatArray")
fun <F> CellEvolveScope<FloatArray, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformIntArray")
fun <F> CellEvolveScope<IntArray, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformLongArray")
fun <F> CellEvolveScope<LongArray, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformShortArray")
fun <F> CellEvolveScope<ShortArray, F>.crossoverUniform(chance: Double, chanceUniform: Double)
@JvmName(name = "crossoverUniformMutableList")
fun <T, F> CellEvolveScope<MutableList<T>, F>.crossoverUniform(chance: Double, chanceUniform: Double)

Executes a uniform crossover that modify in-place the input chromosomes. The attributes are swapped according to the chanceUniform probability.

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@JvmName(name = "cxBlendDoubleArray")
fun <F> CellEvolveScope<DoubleArray, F>.cxBlend(chance: Double, alpha: Double)
@JvmName(name = "cxBlendFloatArray")
fun <F> CellEvolveScope<FloatArray, F>.cxBlend(chance: Double, alpha: Float)

Executes a blend crossover that modify in-place the input chromosomes. The blend crossover expects Chromosome.value of floating point numbers.

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@JvmName(name = "cxKPointArray")
fun <T, F> CellEvolveScope<Array<T>, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointBooleanArray")
fun <F> CellEvolveScope<BooleanArray, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointByteArray")
fun <F> CellEvolveScope<ByteArray, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointCharArray")
fun <F> CellEvolveScope<CharArray, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointDoubleArray")
fun <F> CellEvolveScope<DoubleArray, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointFloatArray")
fun <F> CellEvolveScope<FloatArray, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointIntArray")
fun <F> CellEvolveScope<IntArray, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointLongArray")
fun <F> CellEvolveScope<LongArray, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointShortArray")
fun <F> CellEvolveScope<ShortArray, F>.cxKPoint(count: Int, chance: Double)
@JvmName(name = "cxKPointMutableList")
fun <T, F> CellEvolveScope<MutableList<T>, F>.cxKPoint(count: Int, chance: Double)

Executes a K point crossover on the input sequence individuals. The two values are modified in place.

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@JvmName(name = "cxOnePointArray")
fun <T, F> CellEvolveScope<Array<T>, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointBooleanArray")
fun <F> CellEvolveScope<BooleanArray, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointByteArray")
fun <F> CellEvolveScope<ByteArray, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointCharArray")
fun <F> CellEvolveScope<CharArray, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointDoubleArray")
fun <F> CellEvolveScope<DoubleArray, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointFloatArray")
fun <F> CellEvolveScope<FloatArray, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointIntArray")
fun <F> CellEvolveScope<IntArray, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointLongArray")
fun <F> CellEvolveScope<LongArray, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointShortArray")
fun <F> CellEvolveScope<ShortArray, F>.cxOnePoint(chance: Double)
@JvmName(name = "cxOnePointMutableList")
fun <T, F> CellEvolveScope<MutableList<T>, F>.cxOnePoint(chance: Double)

Executes a one point crossover on the input sequence individuals. The two values are modified in place.

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@JvmName(name = "cxOrderedIntArray")
fun <F> CellEvolveScope<IntArray, F>.cxOrdered(chance: Double)

Executes an ordered crossover (OX) on the input chromosome values. The two value are modified in place. This crossover expects Chromosome.value as IntArray. Mixes indexes without conflicts, preserving parental relationships.

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@JvmName(name = "cxSimulatedBinaryDoubleArray")
fun <F> CellEvolveScope<DoubleArray, F>.cxSimulatedBinary(chance: Double, eta: Double)

Executes a simulated binary crossover that modify in-place the input chromosomes. The simulated binary crossover expects Chromosome.value of floating point numbers.

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@JvmName(name = "cxSimulatedBinaryBoundedDoubleArray")
fun <F> CellEvolveScope<DoubleArray, F>.cxSimulatedBinaryBounded(chance: Double, eta: Double, low: Double, up: Double)

Executes a simulated binary crossover that modify in-place the input chromosomes. The simulated binary crossover expects Chromosome.value of floating point numbers.