Genetic Algorithm for Wind Farm Layout Optimization

barometric_height | Calculates Air Density, Air Pressure and Temperature... |

big_shape | A POLYGON with an area of ~70 km2 |

calculate_energy | Calculate Energy Outputs of Individuals |

cansee | Calculate Visibility between 2 locations |

crossover | Crossover Method |

dup_coords | Splits duplicated coords (copy of geoR::dup.coords) |

fitness | Evaluate the Individual Fitness values |

genetic_algorithm | Run a Genetic Algorithm to optimize a wind farm layout |

getDEM | Get DEM raster |

get_dist_angles | Calculate distances and angles of possibly influencing... |

get_grids | Get the Grid-IDs from binary matrix |

getISO3 | getISO3 |

grid_area | Make a grid from a Simple Feature Polygon |

hexa_area | Polygon to Hexagonal Grid Tessellation |

hole_shape | A POLYGON with a hole |

init_population | Create a random initial Population |

interpol_view | Plot an interpolated viewshed |

isSpatial | Transform to Simple Feature Polygons |

multi_shape | A MULTIPOLYGON with 3 Polygons |

mutation | Mutation Method |

permutations | Enumerate the Combinations or Permutations of the Elements of... |

plot_cloud | Plot outputs of all generations with standard deviations |

plot_development | Plot the progress of populations |

plot_evolution | Plot the evolution of fitness values |

plot_fitness_evolution | Plot the changes of min/mean/max fitness values |

plot_heatmap | Plot a heatmap of selected grid cells |

plot_leaflet | Plot a wind warm with leaflet |

plot_parkfitness | Plot the genetic algorithm results |

plot_random_search | Plot the result of a randomized output. |

plot_result | Plot the best results |

plot_viewshed | Plot viewshed results |

plot_windfarmGA | Plot the results of an optimization run |

plot_windrose | Plot a Windrose |

random_search | Randomize the output of the Genetic Algorithm |

random_search_single | Randomize the location of a single turbine |

rasterprofile | Sample values from a raster |

readinteger | Check Input Crossover Method |

readintegerSel | Check Input Selection Method |

resulthex | A resulting matrix of 'genetic_algorithm' with 10 iterations... |

resultrect | A resulting matrix of 'genetic_algorithm' with 200 iterations... |

selection | Selection Method |

splitAt | Split matrices or numeric vectors at specific indices |

sp_polygon | The rectangular POLYGON used to create 'resultrect' &... |

trimton | Adjust the amount of turbines per windfarm |

turbine_influences | Find potentially influencing turbines |

viewshed | Calculate visibility |

viewTo | Calculate Visibility between multiple locations |

windata_format | Transform Winddata |

windfarmGA | Run a Genetic Algorithm to optimize a wind farm layout |

windfarmGA_ | windfarmGA |

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