random_search: Randomize the output of the Genetic Algorithm

In YsoSirius/windfarmGA: Genetic Algorithm for Wind Farm Layout Optimization

Randomize the output of the Genetic Algorithm

Description

Perform a random search in the grid cells, to further optimize the output of the wind farm layout.

Usage

random_search(result, Polygon1, n = 20, best = 1, Plot = FALSE, max_dist = 2.2)

Arguments

result	The resulting matrix of the function genetic_algorithm
Polygon1	The considered area as SpatialPolygon, SimpleFeature Polygon or coordinates as matrix/data.frame
n	The number of random searches to be performed. Default is 20.
best	Which best individuals should be the starting conditions for a random search. The default is 1.
Plot	Should the random search be plotted? Default is FALSE
max_dist	A numeric value multiplied by the rotor radius to perform collision checks. Default is 2.2

Value

Returns a list.

See Also

Other Randomization: plot_random_search(), random_search_single()

Examples

new <- random_search(resultrect, sp_polygon, n = 20, best = 4)
plot_random_search(resultRS = new, result = resultrect, Polygon1 = sp_polygon, best = 2)

YsoSirius/windfarmGA documentation built on Jan. 21, 2025, 9:33 p.m.