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deapdev

  • Multi-swarm Particle Swarm Optimization

    • 3 years ago
    • 1,310 views
    Optimization of the Himmelblau's function using a multi-swarm PSO as presented in Blackwell and Branke, 2003, Multi-swarm, exclusion and anti-convergence in dynamic environments.

    The implementatio...
  • Moving class distributions

    • 3 years ago
    • 132 views
  • DEAP - CMA-ES optimization of Rastrigin

    • 3 years ago
    • 869 views
    The video illustrates problem with CMA-ES when using lambda that is too small with a highly multimodal function. The ellipse represents the sampled multinormal distribution, and cover 95% of the di...
  • Basic PSO optimization with DEAP

    DEAP : PSO Optimization

    • 3 years ago
    • 2,909 views
    Basic PSO algorithm developed with DEAP, performance rendered with matplotlib.
    Simple two-dimensional function containing several local maxima, H1 has a unique maximum value of 2.0 at the point (8...
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