# Calibration metrics and algorithms

**Version:**0.5.4

**License:**LGPL-3

**Release:**10/18/2017

**Authors:**Antonio Oliveira Jr, Pedro R. Andrade, Claus Aranha

**URL:**https://github.com/pedro-andrade-inpe/calibration

**Contact:**junior092006@hotmail.com, pedro.andrade@inpe.br, caranha@cs.tsukuba.jp

## Types | |

MultipleRuns | The Multiple Runs type has various model execution strategies, that can be used by the modeler to compare the results of a model and analyze it's behavior in different scenarios. |

SAMDE | Type to calibrate a model using genetic algorithm. |

## Functions | |

GoodnessOfFit | Goodness-of-fit metrics. |

Utils | Useful functions that are used by MultipleRuns and SAMDE. |

## Examples | |

broeke |
An implementation of the model described in ten Broeke, Guus, George van Voorn, and Arend Ligtenberg. |

daisy |
Daisyworld example using multiple Runs factorial strategy. |

fire-average |
Fire in the forest example using multiple runs repeateated strategy. |

goodness-of-fit |
Basic example for testing goodnessofFit type, Example described in the Costanza paper. |

moving-agents |
Example that uses MultipleRuns to compute wow many cells agents moving randomly can reach. |

sir-mr-campaign |
Multiple simulations of a Susceptible-Infected-Recovered (SIR) model with a public campaign. |

sir-mr-probability |
Investigating the probability of infection in a Susceptible-Infected-Recovered (SIR) model. |

sir-samde-fit |
Infection example using SaMDE, simulates an infection spreading inside a school. |

sir-samde-max-infected |
An example of a bad calibration. |

sir-samde-point |
Calibration of a SIR model using a single point. |

yeast-mr |
Basic example for testing MultipleRuns using Yeast model. |

yeast-samde |
Basic example for SAMDE using Yeast model. |

## Data | |

Costanza.pgm |
Examples Cellular Spaces for discreteCostanzaMultiLevel Tests. |

Costanza2.pgm |
Examples Cellular Spaces for discreteCostanzaMultiLevel Tests. |