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Optimization packages

Showing projects tagged as Algorithms and Optimization

  • toysolver

    9.3 0.0 Haskell
    My sandbox for experimenting with solver algorithms.

  • moo

    8.6 0.0 Haskell
    Genetic algorithm library for Haskell. Binary and continuous (real-coded) GAs. Binary GAs: binary and Gray encoding; point mutation; one-point, two-point, and uniform crossover. Continuous GAs: Gaussian mutation; BLX-α, UNDX, and SBX crossover. Selection operators: roulette, tournament, and stochastic universal sampling (SUS); with optional niching, ranking, and scaling. Replacement strategies: generational with elitism and steady state. Constrained optimization: random constrained initialization, death penalty, constrained selection without a penalty function. Multi-objective optimization: NSGA-II and constrained NSGA-II.

  • cmaes

    5.4 0.0 L1 Python
    CMA-ES wrapper in Haskell

  • nonlinear-optimization-ad

    4.8 0.0 Haskell
    Wrapper of nonlinear-optimization package for using with ad and backprop packages

  • MIP

    3.1 0.0 Haskell
    Libraries for reading/writing MIP problem files, invoking external MIP solvers, etc. in Haskell