# Genetic Algorithm for Wind Farm Layout Optimization

## Documentation for package ‘windfarmGA’ version 4.0.0

- DESCRIPTION file.

## Help Pages

windfarmGA-package | windfarmGA: Genetic Algorithm for Wind Farm Layout Optimization
barometric_height | Calculates Air Density, Air Pressure and Temperature according to the Barometric Height Formula
big_shape | A POLYGON with an area of ~70 km2
calculate_energy | Calculate Energy Outputs of Individuals
circle_intersection | Get area of intersecting circles
crossover | Crossover Method
fitness | Evaluate the Individual Fitness values
genetic_algorithm | Run a Genetic Algorithm to optimize a wind farm layout
get_dist_angles | Calculate distances and angles of possibly influencing turbines
get_grids | Get the Grid-IDs from binary matrix
grid_area | Make a grid from a Simple Feature Polygon
hexa_area | Polygon to Hexagonal Grids
hole_shape | A POLYGON with a hole
init_population | Create a random initial Population
isSpatial | Transform to Simple Feature Polygons
is_doparallel_installed | Is the package installed or not
is_elevatr_installed | Is the package installed or not
is_foreach_installed | Is the package installed or not
is_ggplot2_installed | Is the package installed or not
is_leaflet_installed | Is the package installed or not
is_parallel_installed | Is the package installed or not
multi_shape | A MULTIPOLYGON with 3 Polygons
mutation | Mutation Method
package_installed | Is the package installed or not
permutations | Enumerate the Combinations or Permutations of the Elements of a Vector
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_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 visibility
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
readinteger | Check Input Crossover Method
readintegerSel | Check Input Selection Method
resulthex | A resulting matrix of 'genetic_algorithm' with 10 iterations and a hexagonal grid derived from 'sp_polygon'
resultrect | A resulting matrix of 'genetic_algorithm' with 200 iterations and a rectangular grid derived from 'sp_polygon'
selection | Selection Method
splitAt | Split matrices or numeric vectors at specific indices
sp_polygon | The rectangular POLYGON used to create 'resultrect' & 'resulthex'
terrain_model | Get topographic rasters
trimton | Adjust the amount of turbines per windfarm
turbine_influences | Find potentially influencing turbines
windata_format | Transform Winddata
windfarmGA | windfarmGA: Genetic Algorithm for Wind Farm Layout Optimization