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redb0 / gotpy

Library for global optimization of multiextremal nondifferentiable functions.

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algorithmblackbox-optimizationcyberneticsglobal-optimizationmathematicsminimizationoptimizationoptimization-algorithmsoptimization-toolspython3stochastic-optimizationswarm-intelligence-algorithmstest-functiontest-functions

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

About

Library for global optimization of multiextremal nondifferentiable functions.

algorithmblackbox-optimizationcyberneticsglobal-optimizationmathematicsminimizationoptimizationoptimization-algorithmsoptimization-toolspython3stochastic-optimizationswarm-intelligence-algorithmstest-functiontest-functions

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

Languages

Language:Python 100.0%