Grid.Search: Conduct grid search of response surface
In wpeterman/ResistanceGA: Optimize resistance surfaces using genetic algorithms

Grid.Search

R Documentation

Conduct grid search of response surface

Description

Visualize the AICc response surface

Usage

Grid.Search(shape, max, transformation, Resistance, CS.inputs, gdist.inputs, GA.inputs)

Arguments

`shape`	A vector of values for the shape parameter
`max`	A vector of values for the maximum value parameter
`transformation`	Transformation to apply. Can be either numeric or character of transformation name
`Resistance`	An R Raster object, or path to a .asc file
`CS.inputs`	Object created from running `CS.prep` function. Defined if optimizing using CIRCUITSCAPE
`gdist.inputs`	Object created from running `gdist.prep` function. Defined if optimizing using gdistance
`GA.inputs`	Object created from running `GA.prep` function

Details

This function will perform a full factorial grid search of the values provided in the shape and max.scale vectors. Depending on the number of values provided for each, and the time it takes to run each iteration, this process may take a while to complete.
Suitable values for transformation:

	1 = "Inverse-Reverse Monomolecular"
	2 = "Inverse-Reverse Ricker"
	3 = "Monomolecular"
	4 = "Ricker"
	5 = "Reverse Monomolecular"
	6 = "Reverse Ricker"
	7 = "Inverse Monomolecular"
	8 = "Inverse Ricker"
	9 = "Distance"

Value

This function will return a filled.contour plot. Additionally, an object with values that can be plotted with filled.contour to visualize the response surface