Welcome to KTH_dfm_control’s documentation!

Examples can be found in <examples>, and a quick start guide can be found in <quickstart>.

Contents:

• Examples
  • Optimizing a 1d test function
  • Optimizing Ackley’s function for 2 variables
  • Optimizing the 39 dimensional Styblinski-Tang function
• Quickstart
  • 1. Install the package
  • 2. Run a simple optimization algorithm.
• API
  • Contact

Contents:

Contents:

• Genetic Algorithm
  • Summary:
  • General usage
  • Methods
• Log
  • Methods
• Population
  • Population initialisation methods
  • Differences between Python and C methods
  • Python methods for population initialisation
  • C methods for population initialisation
• Selection
  • Roulette Wheel Selection
  • Tournament Selection
  • Rank Selection
  • Boltzmann Selection
  • Selection methods
• crossing
  • Implementation of the crossing methods
  • Differences between Python and C implementations
  • Crossing methods
• Mutation
  • Mutation methods
• Mathematical test functions
  • Mathmatical test functions
  • Minima lookup table
• Helper
  • floating point conversion routines
  • Plotting routines
  • Various functions
  • When using C
  • Known errors
  • Speed-up of the C library
  • Helper functions in Python:
  • Helper functions in C:

Indices and tables

• Index

• Module Index

• Search Page