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Overview:

  • Introduction
  • Important Differences
  • Getting Started

Tutorials:

  • Using the Toolbox
  • Creating Individuals
  • Operators and Algorithms
  • Logging Statistics
  • Multiprocessing
  • Using Checkpoints

Examples:

  • Genetic Algorithms
  • Genetic Programming
  • Evolution Strategies
  • Particle Swarms

Reference:

  • Base
  • Creator
  • Algorithms
  • Operators
  • Strategies
  • Records
  • Utilities
  • Benchmarks
    • Binary
    • Single-Objective
    • Multi-Objective
    • Symbolic Regression
    • Moving Peaks
  • Genetic Programming (GP)
  • State Persistence
  • Type Aliases
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  • Benchmarks
  • Edit on GitHub

Benchmarks

  • Binary
    • bm_royal_road_1()
    • bm_royal_road_2()
    • bm_chuang_f1()
    • bm_chuang_f2()
    • bm_chuang_f3()
  • Single-Objective
    • bm_rand()
    • bm_plane()
    • bm_sphere()
    • bm_cigar()
    • bm_rosenbrock()
    • bm_h1()
    • bm_ackley()
    • bm_bohachevsky()
    • bm_griewank()
    • bm_schaffer()
    • bm_schwefel()
    • bm_himmelblau()
    • bm_rastrigin()
    • bm_rastrigin_scaled()
    • bm_rastrigin_skewed()
    • bm_shekel()
  • Multi-Objective
    • bm_kursawe()
    • bm_schaffer_mo()
    • bm_fonseca()
    • bm_poloni()
    • bm_dent()
    • bm_zdt_1()
    • bm_zdt_2()
    • bm_zdt_3()
    • bm_zdt_4()
    • bm_zdt_6()
    • bm_dtlz_1()
    • bm_dtlz_2()
    • bm_dtlz_3()
    • bm_dtlz_4()
    • bm_dtlz_5()
    • bm_dtlz_6()
    • bm_dtlz_7()
  • Symbolic Regression
    • bm_ripple()
    • bm_sin_cos()
    • bm_unwrapped_ball()
    • bm_kotanchek()
    • bm_salustowicz_1d()
    • bm_salustowicz_2d()
    • bm_rational_polynomial_1()
    • bm_rational_polynomial_2()
  • Moving Peaks
    • MovingPeaks
    • MPConfigs
    • MPFuncs
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© Copyright 2022, Mattias Aabmets. Revision 99a46d9a.

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