benchmarks

class thefittest.benchmarks.Ackley

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.BanknoteDataset: Lohweg,Volker. (2013). banknote authentication. UCI Machine Learning Repository. https://doi.org/10.24432/C55P57.

class thefittest.benchmarks.BreastCancerDataset: Wolberg,William, Mangasarian,Olvi, Street,Nick, and Street,W.. (1995). Breast Cancer Wisconsin (Diagnostic). UCI Machine Learning Repository. https://doi.org/10.24432/C5DW2B.

class thefittest.benchmarks.CreditRiskDataset: https://www.kaggle.com/datasets/upadorprofzs/credit-risk

class thefittest.benchmarks.DigitsDataset: Alpaydin,E. and Kaynak,C.. (1998). Optical Recognition of Handwritten Digits. UCI Machine Learning Repository. https://doi.org/10.24432/C50P49.

class thefittest.benchmarks.Griewank

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.HighConditionedElliptic

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.IrisDataset: Fisher R. A.. (1988). Iris. UCI Machine Learning Repository. https://doi.org/10.24432/C56C76.

class thefittest.benchmarks.OneMax

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.Rastrigin

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.Rosenbrock

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.Schwefe1_2

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.Sphere

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.UserKnowladgeDataset: Kahraman,Hamdi, Colak,Ilhami, and Sagiroglu,Seref. (2013). User Knowledge Modeling. UCI Machine Learning Repository. https://doi.org/10.24432/C5231X.

class thefittest.benchmarks.Weierstrass

f(x: ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

class thefittest.benchmarks.WineDataset: Aeberhard,Stefan and Forina,M.. (1991). Wine. UCI Machine Learning Repository. https://doi.org/10.24432/C5PC7J.