linear-assignment.con commit Merge branch 'bp/checkout-new-branch-optim' (dbc50fd)
   1/*
   2 * Based on: Jonker, R., & Volgenant, A. (1987). <i>A shortest augmenting path
   3 * algorithm for dense and sparse linear assignment problems</i>. Computing,
   4 * 38(4), 325-340.
   5 */
   6#include "cache.h"
   7#include "linear-assignment.h"
   8
   9#define COST(column, row) cost[(column) + column_count * (row)]
  10
  11/*
  12 * The parameter `cost` is the cost matrix: the cost to assign column j to row
  13 * i is `cost[j + column_count * i].
  14 */
  15void compute_assignment(int column_count, int row_count, int *cost,
  16                        int *column2row, int *row2column)
  17{
  18        int *v, *d;
  19        int *free_row, free_count = 0, saved_free_count, *pred, *col;
  20        int i, j, phase;
  21
  22        memset(column2row, -1, sizeof(int) * column_count);
  23        memset(row2column, -1, sizeof(int) * row_count);
  24        ALLOC_ARRAY(v, column_count);
  25
  26        /* column reduction */
  27        for (j = column_count - 1; j >= 0; j--) {
  28                int i1 = 0;
  29
  30                for (i = 1; i < row_count; i++)
  31                        if (COST(j, i1) > COST(j, i))
  32                                i1 = i;
  33                v[j] = COST(j, i1);
  34                if (row2column[i1] == -1) {
  35                        /* row i1 unassigned */
  36                        row2column[i1] = j;
  37                        column2row[j] = i1;
  38                } else {
  39                        if (row2column[i1] >= 0)
  40                                row2column[i1] = -2 - row2column[i1];
  41                        column2row[j] = -1;
  42                }
  43        }
  44
  45        /* reduction transfer */
  46        ALLOC_ARRAY(free_row, row_count);
  47        for (i = 0; i < row_count; i++) {
  48                int j1 = row2column[i];
  49                if (j1 == -1)
  50                        free_row[free_count++] = i;
  51                else if (j1 < -1)
  52                        row2column[i] = -2 - j1;
  53                else {
  54                        int min = COST(!j1, i) - v[!j1];
  55                        for (j = 1; j < column_count; j++)
  56                                if (j != j1 && min > COST(j, i) - v[j])
  57                                        min = COST(j, i) - v[j];
  58                        v[j1] -= min;
  59                }
  60        }
  61
  62        if (free_count ==
  63            (column_count < row_count ? row_count - column_count : 0)) {
  64                free(v);
  65                free(free_row);
  66                return;
  67        }
  68
  69        /* augmenting row reduction */
  70        for (phase = 0; phase < 2; phase++) {
  71                int k = 0;
  72
  73                saved_free_count = free_count;
  74                free_count = 0;
  75                while (k < saved_free_count) {
  76                        int u1, u2;
  77                        int j1 = 0, j2, i0;
  78
  79                        i = free_row[k++];
  80                        u1 = COST(j1, i) - v[j1];
  81                        j2 = -1;
  82                        u2 = INT_MAX;
  83                        for (j = 1; j < column_count; j++) {
  84                                int c = COST(j, i) - v[j];
  85                                if (u2 > c) {
  86                                        if (u1 < c) {
  87                                                u2 = c;
  88                                                j2 = j;
  89                                        } else {
  90                                                u2 = u1;
  91                                                u1 = c;
  92                                                j2 = j1;
  93                                                j1 = j;
  94                                        }
  95                                }
  96                        }
  97                        if (j2 < 0) {
  98                                j2 = j1;
  99                                u2 = u1;
 100                        }
 101
 102                        i0 = column2row[j1];
 103                        if (u1 < u2)
 104                                v[j1] -= u2 - u1;
 105                        else if (i0 >= 0) {
 106                                j1 = j2;
 107                                i0 = column2row[j1];
 108                        }
 109
 110                        if (i0 >= 0) {
 111                                if (u1 < u2)
 112                                        free_row[--k] = i0;
 113                                else
 114                                        free_row[free_count++] = i0;
 115                        }
 116                        row2column[i] = j1;
 117                        column2row[j1] = i;
 118                }
 119        }
 120
 121        /* augmentation */
 122        saved_free_count = free_count;
 123        ALLOC_ARRAY(d, column_count);
 124        ALLOC_ARRAY(pred, column_count);
 125        ALLOC_ARRAY(col, column_count);
 126        for (free_count = 0; free_count < saved_free_count; free_count++) {
 127                int i1 = free_row[free_count], low = 0, up = 0, last, k;
 128                int min, c, u1;
 129
 130                for (j = 0; j < column_count; j++) {
 131                        d[j] = COST(j, i1) - v[j];
 132                        pred[j] = i1;
 133                        col[j] = j;
 134                }
 135
 136                j = -1;
 137                do {
 138                        last = low;
 139                        min = d[col[up++]];
 140                        for (k = up; k < column_count; k++) {
 141                                j = col[k];
 142                                c = d[j];
 143                                if (c <= min) {
 144                                        if (c < min) {
 145                                                up = low;
 146                                                min = c;
 147                                        }
 148                                        col[k] = col[up];
 149                                        col[up++] = j;
 150                                }
 151                        }
 152                        for (k = low; k < up; k++)
 153                                if (column2row[col[k]] == -1)
 154                                        goto update;
 155
 156                        /* scan a row */
 157                        do {
 158                                int j1 = col[low++];
 159
 160                                i = column2row[j1];
 161                                u1 = COST(j1, i) - v[j1] - min;
 162                                for (k = up; k < column_count; k++) {
 163                                        j = col[k];
 164                                        c = COST(j, i) - v[j] - u1;
 165                                        if (c < d[j]) {
 166                                                d[j] = c;
 167                                                pred[j] = i;
 168                                                if (c == min) {
 169                                                        if (column2row[j] == -1)
 170                                                                goto update;
 171                                                        col[k] = col[up];
 172                                                        col[up++] = j;
 173                                                }
 174                                        }
 175                                }
 176                        } while (low != up);
 177                } while (low == up);
 178
 179update:
 180                /* updating of the column pieces */
 181                for (k = 0; k < last; k++) {
 182                        int j1 = col[k];
 183                        v[j1] += d[j1] - min;
 184                }
 185
 186                /* augmentation */
 187                do {
 188                        if (j < 0)
 189                                BUG("negative j: %d", j);
 190                        i = pred[j];
 191                        column2row[j] = i;
 192                        SWAP(j, row2column[i]);
 193                } while (i1 != i);
 194        }
 195
 196        free(col);
 197        free(pred);
 198        free(d);
 199        free(v);
 200        free(free_row);
 201}