## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set(collapse = TRUE, comment = "#>") ## ----create------------------------------------------------------------------- library(highs) model <- highs_model( L = c(2, 4, 3), lower = 0, A = matrix(c(3, 4, 2, 2, 1, 2, 1, 3, 2), nrow = 3, byrow = TRUE), rhs = c(60, 40, 80), maximum = TRUE ) solver <- hi_new_solver(model) ## ----solve-------------------------------------------------------------------- hi_solver_run(solver) hi_solver_status_message(solver) sol <- hi_solver_get_solution(solver) sol$col_value ## ----info--------------------------------------------------------------------- info <- hi_solver_info(solver) info$objective_function_value info$simplex_iteration_count info$primal_solution_status ## ----modify------------------------------------------------------------------- # Change the objective coefficient for variable 1 (0-based indexing) hi_solver_set_objective(solver, index = 0L, coeff = 10.0) # Change variable bounds hi_solver_set_variable_bounds(solver, index = 0L, lower = 1.0, upper = 20.0) # Change constraint bounds hi_solver_set_constraint_bounds(solver, index = 0L, lower = -Inf, upper = 50.0) # Re-solve hi_solver_run(solver) hi_solver_get_solution(solver)$col_value ## ----add---------------------------------------------------------------------- solver <- hi_new_solver(model) # Add a new variable with bounds [0, 15] hi_solver_add_vars(solver, lower = 0, upper = 15) cat("Columns after add:", hi_solver_get_num_col(solver), "\n") # Add a new constraint: x1 + x2 + x3 + x4 <= 100 hi_solver_add_rows(solver, lhs = -Inf, rhs = 100, start = 0L, index = 0L:3L, value = rep(1.0, 4) ) cat("Rows after add:", hi_solver_get_num_row(solver), "\n") ## ----query-------------------------------------------------------------------- solver <- hi_new_solver(model) hi_solver_get_lp_costs(solver) hi_solver_get_num_col(solver) hi_solver_get_num_row(solver) ## ----wrapper------------------------------------------------------------------ hw <- highs_solver(model) hw$solve() hw$status_message() hw$solution()$col_value hw$info()$objective_function_value # Modify and re-solve hw$L(1, 10.0) # set cost of variable 1 to 10 hw$vbounds(1, 1, 20) # set bounds of variable 1 to [1, 20] hw$solve() hw$solution()$col_value ## ----io----------------------------------------------------------------------- solver <- hi_new_solver(model) temp <- tempfile(fileext = ".mps") hi_solver_write_model(solver, temp) # Read into a fresh solver solver2 <- hi_new_solver(highs_model(L = 0)) hi_solver_read_model(solver2, temp) hi_solver_run(solver2) hi_solver_get_solution(solver2)$col_value unlink(temp) ## ----version------------------------------------------------------------------ solver <- hi_new_solver(model) hi_solver_version(solver) hi_solver_run(solver) hi_solver_get_run_time(solver)