create_design_database <- function (tot_design, tot_space, parameters, cohort) {
tot_space_tmp <- tot_space
if(!is.null(tot_space_tmp[["use_grouped_a"]])){
tot_space_tmp$bUseGrouped_a <- tot_space_tmp[["use_grouped_a"]]
tot_space_tmp[["use_grouped_a"]] <- NULL
}
if(!is.null(tot_space_tmp[["use_grouped_x"]])){
tot_space_tmp$bUseGrouped_x <- tot_space_tmp[["use_grouped_x"]]
tot_space_tmp[["use_grouped_x"]] <- NULL
}
if(!is.null(tot_space_tmp[["use_grouped_xt"]])){
tot_space_tmp$bUseGrouped_xt <- tot_space_tmp[["use_grouped_xt"]]
tot_space_tmp[["use_grouped_xt"]] <- NULL
}
if(!is.null(tot_space_tmp[["grouped_a"]])){
tot_space_tmp$G_a <- tot_space_tmp[["grouped_a"]]
tot_space_tmp[["grouped_a"]] <- NULL
}
if(!is.null(tot_space_tmp[["grouped_x"]])){
tot_space_tmp$G_x <- tot_space_tmp[["grouped_x"]]
tot_space_tmp[["grouped_x"]] <- NULL
}
if(!is.null(tot_space_tmp[["grouped_xt"]])){
tot_space_tmp$G_xt <- tot_space_tmp[["grouped_xt"]]
tot_space_tmp[["grouped_xt"]] <- NULL
}
tot_space_tmp$maxni <- max(tot_space_tmp$maxni)
tot_space_tmp$minni <- min(tot_space_tmp$minni)
tot_space_tmp$maxtotni <- NULL
tot_space_tmp$mintotni <- NULL
#FIXED the mismatched of design space for discrete variables##
tot_space_tmp$discrete_x <- tot_space_tmp$x_space
tot_space_tmp$x_space <- NULL
tot_space_tmp$discrete_a <- tot_space_tmp$a_space
tot_space_tmp$a_space <- NULL
##############################################################
poped.db <- do.call(create.poped.database,c(cohort$optimize$model,
tot_space_tmp,
tot_design,
parameters,
cohort$optimize$settings.db))
}
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