Genetic Algorithm for Wind Farm Layout Optimization
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Documentation for package ‘windfarmGA’ version 4.0.0
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 |