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Library for global optimization of multiextremal nondifferentiable functions.

License: BSD 3-Clause "New" or "Revised" License

Python 100.00%
python3 mathematics algorithm global-optimization optimization cybernetics test-functions blackbox-optimization optimization-algorithms optimization-tools swarm-intelligence-algorithms minimization stochastic-optimization test-function

gotpy's Introduction

GotPy

Global optimization tools

Library for global optimization of multiextremal nondifferentiable functions.

Test functions

Multi-extremal functions:

  1. Method min (Bocharov-Feldbaum) (more info)
  2. Hyperbolic potential (abs/sqr)
  3. Exponential potential

Algorithms

  1. Gravitational Search Algorithm (standard GSA)
  2. Algorithm Simulated annealing (more info)
  3. Particle swarm algorithm (more info)

Usages

gotpy's People

Contributors

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Stargazers

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