onerow: add cut selection parameters

onerow/benchmark/generate_tables

@@ -3,28 +3,21 @@ for i in out/*yaml; do
     IN=${i/.pre.yaml/}
     IN=${IN/out\//}
     grep -q mip_value $i && continue
-    echo $IN
     grep $IN instances/opt.tab | awk '{ print "mip_value:\n  "$2 }' >> $i
 done
 
-echo "                                     TABLE 1                                    "
+printf "%s,%s,%s,%s,%s,%s,%s,%s,%s,%s\n" instance cutsmir cutsw origgap mirperf wperf mircontrib wcontrib wimprov wtime > 'tables/gap.csv'
-echo "--------------------------------------------------------------------------------"
-printf "%s,%s,%s,%s,%s,%s,%s,%s,%s,%s\n" instance cutsmir cutsw origgap mirperf wperf mircontrib wcontrib wimprov wtime | tee 'tables/gap.csv'
 for i in out/*.yaml; do
     IN=${i/.yaml/}
     IN=${IN/out\//}
     printf "%s," $IN
     scripts/gap.rb $i
-done | sort -t',' -nrsk 8 | sed -e 's/,$//g' | tee -a 'tables/gap.csv'
+done | sed -e 's/,$//g' >> 'tables/gap.csv'
 
-echo
+printf "%s,%s,%s,%s,%s,%s\n" instance cutsmir cutsw mirt wedget avgm > 'tables/speed.csv'
-echo
-echo "                                     TABLE 2                                    "
-echo "--------------------------------------------------------------------------------"
-printf "%s,%s,%s,%s,%s,%s\n" instance cutsmir cutsw mirt wedget avgm | tee 'tables/speed.csv'
 for i in out/*.yaml; do
     IN=${i/.yaml/}
     IN=${IN/out\//}
     printf "%s," $IN
     scripts/speed.rb $i
-done | sort | sed -e 's/,$//g' | tee -a 'tables/speed.csv'
+done | sort | sed -e 's/,$//g' >> 'tables/speed.csv'

onerow/benchmark/src/main.cpp

@@ -149,21 +149,21 @@ int main(int argc, char **argv)
 	if (enable_gomory_cuts)
 	{
 		time_printf("Generating Gomory cuts...\n");
-		cplexHelper.add_single_row_cuts<GomoryCutGenerator>();
+		cplexHelper.add_single_row_cuts<GomoryCutGenerator>(0);
 		cplexHelper.solve(true);
 	}
 
 	if (enable_mir_cuts)
 	{
 		time_printf("Generating MIR cuts...\n");
-		cplexHelper.add_single_row_cuts<MIRCutGenerator>();
+		cplexHelper.add_single_row_cuts<MIRCutGenerator>(0);
 		cplexHelper.solve(true);
 	}
 
 	if (enable_wedge_cuts)
 	{
 		time_printf("Generating wedge cuts...\n");
-		cplexHelper.add_single_row_cuts<WedgeCutGenerator>();
+		cplexHelper.add_single_row_cuts<WedgeCutGenerator>(MAX_GOOD_ROWS);
 		cplexHelper.solve(true);
 	}
 

onerow/library/include/onerow/cplex_helper.hpp

@@ -69,10 +69,11 @@ public:
 	 * cuts as possible. The cuts are generated by the provided generator class.
 	 *
 	 * @tparam Generator Class used to generate the cuts.
+	 * @param max_rows The maximum number of rows to consider.
 	 * @returns The number of cuts added.
 	 */
 	template<class Generator>
-	int add_single_row_cuts();
+	int add_single_row_cuts(int max_rows);
 
 	/**
 	 * Gets a single row from the current tableau.
@@ -90,7 +91,7 @@ public:
 	 *
 	 * @returns The solution status, as returned by CPXgetstat.
 	 */
-	int solve(bool save_stats = false);
+    void solve(bool save_stats = false);
 
 	void dump_constraint(const Constraint &c, const char *msg = "");
 
@@ -107,7 +108,7 @@ public:
 
 	void print_solution(double *x);
 
-	void find_good_rows();
+	void find_good_rows(int max_rows);
 
 	int n_rows;
 	int n_cols;
@@ -134,6 +135,9 @@ public:
 
 	int n_good_rows;
 	int *good_rows;
+
+	double *reduced_costs;
+	double cost_cutoff;
 };
 
 #include "cplex_helper.tpp"

onerow/library/include/onerow/cplex_helper.tpp

@@ -30,12 +30,17 @@ using std::endl;
 
 
 template<class Generator>
-int CplexHelper::add_single_row_cuts()
+int CplexHelper::add_single_row_cuts(int max_rows)
 {
 	total_cuts = 0;
 
-	if(n_good_rows < 0)
+	if(n_good_rows > 0)
-		find_good_rows();
+	{
+		n_good_rows = 0;
+		delete good_rows;
+	}
+
+	find_good_rows(max_rows);
 
 	eta_reset();
 	eta_count = 0;
@@ -48,7 +53,6 @@ int CplexHelper::add_single_row_cuts()
 	for (int i = 0; i < n_good_rows; i++)
 	{
 		Row *row = get_tableau_row(good_rows[i]);
-		//Row *row = good_rows[i];
 
 		Generator generator(*row);
 

onerow/library/include/onerow/params.hpp

@@ -25,16 +25,14 @@ const long REDUCE_FACTOR_RHS          = 1000000;
 const long REDUCE_FACTOR_R1           = 1000;
 const long REDUCE_FACTOR_COEFFICIENT  = 1000000;
 
-const int MAX_CUT_DEPTH = 200;
+const int MAX_R1_RAYS   = 1000000;
+const int MAX_CUT_DEPTH = 1000000;
+const int MAX_GOOD_ROWS = 1000000;
 
 const int ETA_UPDATE_INTERVAL = 300;
 const unsigned int MAX_CUT_BUFFER_SIZE = 100;
 
-const double COEFFICIENT_SAFETY_MARGIN = 0.00001;
-
 #define INTERSECTION_CUT_USE_DOUBLE
-
-#define ENABLE_TRIVIAL_LIFTING
 // #define ENABLE_EXTENDED_STATISTICS
 // #define PRETEND_TO_ADD_CUTS
 

onerow/library/include/onerow/single_row_cut_generator.hpp

@@ -66,6 +66,8 @@ struct Row {
 	int basic_var_index;
 
 	bool* is_integer;
+	double* reduced_costs;
+	double cost_cutoff;
 };
 
 /**

onerow/library/src/cplex_helper.cpp

@@ -29,6 +29,7 @@
 #include <onerow/geometry.hpp>
 #include <onerow/stats.hpp>
 #include <onerow/params.hpp>
+#include <cstring>
 
 using std::cout;
 using std::endl;
@@ -39,7 +40,7 @@ static bool debug = false;
 CplexHelper::CplexHelper(CPXENVptr _env, CPXLPptr _lp) :
 		env(_env), lp(_lp), is_integer(0), n_cuts(0), n_rows(0), ub(0), lb(0),
 		cstat(0), cplex_rows(0), first_solution(0), current_solution(0),
-		optimal_solution(0), current_round(0), n_good_rows(-1)
+		optimal_solution(0), current_round(0), n_good_rows(-1), reduced_costs(0)
 {
 }
 
@@ -260,6 +261,9 @@ Row* CplexHelper::get_tableau_row(int index)
 	row->is_integer = is_integer;
 	row->c = cplex_row_to_constraint(cplex_rows[index]);
 
+	row->reduced_costs = reduced_costs;
+	row->cost_cutoff = cost_cutoff;
+
 	if (optimal_solution)
 		assert(cplex_rows[index].get_violation(optimal_solution) <= 0.001);
 
@@ -272,7 +276,7 @@ Row* CplexHelper::get_tableau_row(int index)
 	return row;
 }
 
-int CplexHelper::solve(bool should_end_round)
+void CplexHelper::solve(bool should_end_round)
 {
 	// Optimize
 	int status = CPXlpopt(env, lp);
@@ -312,8 +316,6 @@ int CplexHelper::solve(bool should_end_round)
 
 	if (should_end_round)
 		Stats::set_solution(current_round++, objval, string(buffer));
-
-	return objval;
 }
 
 
@@ -364,6 +366,16 @@ void CplexHelper::read_basis()
 	CPXgetlb(env, lp, lb, 0, n_cols - 1);
 	CPXgetbase(env, lp, cstat, rstat);
 
+	reduced_costs = new double[n_cols];
+	CPXgetdj(env, lp, reduced_costs, 0, n_cols-1);
+
+	cost_cutoff = -INFINITY;
+	double *costs_copy = new double[n_cols];
+	memcpy(costs_copy, reduced_costs, sizeof(double) * n_cols);
+	std::sort(costs_copy, costs_copy + n_cols, std::greater<double>());
+	if(n_cols > MAX_R1_RAYS) cost_cutoff = costs_copy[MAX_R1_RAYS];
+	delete costs_copy;
+
 	cplex_rows = new CplexRow[n_rows];
 	assert(cplex_rows != 0);
 
@@ -509,10 +521,10 @@ void CplexHelper::eta_print()
 FINISHED:;
 }
 
-void CplexHelper::find_good_rows()
+void CplexHelper::find_good_rows(int max_rows)
 {
-	n_good_rows = 0;
+	bool *is_good = new bool[n_rows];
-	good_rows = new int[n_rows];
+	double *fractionality = new double[n_rows];
 
 	time_printf("Finding interesting rows...\n");
 
@@ -521,14 +533,37 @@ void CplexHelper::find_good_rows()
 	{
 		Row *row = get_tableau_row(i);
 
-		if (row->c.pi_zero.frac() != 0 &&
+		fractionality[i] = row->c.pi_zero.frac().get_double();
-				row->is_integer[row->basic_var_index])
+		fractionality[i] = fabs(fractionality[i] - 0.5);
-		{
+
-			good_rows[n_good_rows++] = i;
+		is_good[i] = true;
-		}
+		if (row->c.pi_zero.frac() == 0) is_good[i] = false;
+		if (!row->is_integer[row->basic_var_index]) is_good[i] = false;
 
 		delete row;
 	}
 
-	time_printf("	 %d rows found\n", n_good_rows, n_rows);
+	if(max_rows > 0)
+	{
+		double frac_cutoff = 1.0;
+		std::sort(fractionality, fractionality + n_rows);
+		if (n_rows > max_rows) frac_cutoff = fractionality[max_rows];
+
+		for (int i = 0; i < n_rows; i++)
+			if (fractionality[i] > frac_cutoff)
+				is_good[i] = false;
+	}
+
+	n_good_rows = 0;
+	good_rows = new int[n_rows];
+	for (int i = 0; i < n_rows; i++)
+	{
+		if (!is_good[i]) continue;
+		good_rows[n_good_rows++] = i;
+		if(max_rows > 0 && n_good_rows >= max_rows) break;
+	}
+
+	delete is_good;
+	delete fractionality;
+	time_printf("	 %d rows found\n", n_good_rows);
 }

onerow/library/src/wedge_cut_generator.cpp

@@ -296,6 +296,9 @@ void WedgeCutGenerator::eval_next()
 		}
 
 		int r1_index = row.c.pi.index(r1_offset);
+		if(row.reduced_costs[r1_index] < row.cost_cutoff)
+			continue;
+
 		r1[0] = -row.c.pi.value(r1_offset).reduce(REDUCE_FACTOR_R1);
 		r1[1] = 1;