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Library of swarm optimization algorithms.

Project description

SwarmPackagePy is the package, witch contains the following swarm optimization algorithms:

  1. Artificial Bee Algorithm
  2. Bat Algorithm
  3. Bacterial Foraging Optimization
  4. Cat Swarm Optimization
  5. Chicken Swarm Optimization
  6. Cuckoo Search Optimization
  7. Firefly algorithm
  8. Firework Algorithm
  9. Gravitational Search Algorithm
  10. Grey Wolf Optimizer
  11. Harmony Search
  12. Particle Swarm Optimization
  13. Social Spider Algorithm
  14. Whale Swarm Algorithm

Every algorithm has arguments listed below:

  • n: number of agents
  • function: test function
  • lb: lower limits for plot axes
  • ub: upper limits for plot axes
  • dimension: space dimension
  • iteration: number of iterations

Every algorithm has methods listed below:

  • get_agents(): returns a history of all agents of the algorithm
  • get_Gbest(): returns the best position of algorithm

All documentation you can view on the github repository https://github.com/SISDevelop/SwarmPackagePy. For all questions and suggestions contact us at swarm.team.dev@gmail.com. For more info you could also write to:

Project details


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Filename, size & hash SHA256 hash help File type Python version Upload date
SwarmPackagePy-1.0.0a5.tar.gz (12.8 kB) Copy SHA256 hash SHA256 Source None Jun 16, 2017

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