CreateCHWplacement_SCIP.RdThis function executes the CLSCP problem to find optimal locations (Current & Storbeck) using the lpsolveAPI package for integer programming. Relies on the functions CHW_CreatProgScript_SCIP and PrepareRasterFiles (see functions_CLSCP)
CreateCHWplacement_SCIP(
population.raster,
friction.raster,
access.raster,
popurb.raster,
shp,
filepath,
name,
buffer,
radius,
capacity.name = "MSPP",
max.treat.per.CHW.urban = 2500,
max.treat.per.CHW.rural = 1000,
max.CHW.per.pixel,
is.inside = FALSE,
dualitygap = 1,
relativegap = F,
SCIP_version = "7.0.3"
)raster map containing population densities
raster map containing friction surface
raster map containing the distance to HF layer
raster map containing the urban population layer (urban pixels show the population in the pixel and the rural pixels are NA). Can be created with DefineUrban.
shapefile of the area of interest
directory where to store the MPS file
(character) name of the MPS file
buffer around current HF
dimension of the radius around the point (same dimension as T.GC, e.g minutes)
name (character) given to the capacity definition (for folder naming purposes)
max number of people per CHW in urban areas
max number of people per CHW in rural areas
maximum number of CHW that can be placed on the same pixel
whether CHW are placed inside the buffer (if FALSE, they are placed outside)
condition of suboptimality acceptance for the solver: give an upper bounds of the difference with an hypothetical optimal solution
if true -> |primal-dual|/MIN(|dual|,|primal|) else |primal-dual| (more interpretable but less accurate)
version of the SCIP shell downloaded
a MPS file containing the optimisation program and txt script to run it in SCIP shell