/* File name: heap.c Created by: Ljubomir Buturovic Created: 09/24/2002 Purpose: implementation of heapsort. */ /* Copyright 2004 Ljubomir J. Buturovic Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. */ #include #include "heap.h" static char rcsid[] = "$Id: heap.c,v 1.25 2005/04/05 05:52:44 ljubomir Exp $"; static int heap_malloc(int **idx, int **tidx, int len) { int status = 0; if (len > 0) { *idx = calloc(len, sizeof(int)); if (*idx != (int *) 0) { *tidx = calloc(len, sizeof(int)); if (*idx == (int *) 0) { free(*idx); status = -1; } } else status = -1; } return status; } /* Sifting function for fheap(). Corresponds to steps H4 - H8 in Knuth (see reference below). */ static void siftup(float *vector, int l, float value, int r, int *idx, int iel) { int i; int j; int done; j = l; done = 0; while (done == 0) { i = j; j += j+1; if (j > r) done = 1; else { /* Compare the next element with the bigger of its two neighbors to the right. */ if ((j < r) && (vector[j] < vector[j+1])) j++; if (value < vector[j]) { vector[i] = vector[j]; if (idx != (int *) 0) idx[i] = idx[j]; } else done = 1; } } vector[i] = value; if (idx != (int *) 0) idx[i] = iel; } /* Sifting function for dheap(). */ static void dsiftup(double *vector, int l, float value, int r, int *idx, int iel) { int i; int j; int done; j = l; done = 0; while (done == 0) { i = j; j += j+1; if (j > r) done = 1; else { /* Compare the next element with the bigger of its two neighbors to the right. */ if ((j < r) && (vector[j] < vector[j+1])) j++; if (value < vector[j]) { vector[i] = vector[j]; if (idx != (int *) 0) idx[i] = idx[j]; } else done = 1; } } vector[i] = value; if (idx != (int *) 0) idx[i] = iel; } /* In-place sort for floating-point 'vector' of length 'len', in ascending order. The function returns locations of the original numbers after sorting if 'index' is not NULL. For example, if smallest element in 'vector' is originally in location 5, after sorting index[5] will be 0. If next-smallest is originally in location 2, index[2] will be 1, etc. To produce an alternative index, indicating which element goes into a given location after sorting, use the following code segment: for (j = 0; j < len; j++) { idx = index[j]; isx[idx] = j; } Return -1 if 'index' is not NULL, and malloc() fails. Otherwise return 0. The heapsort algorithm works by first arranging the array into a 'heap' order. Example heap order for an array of 8 elements a[0..7]: a[0] >= a[1] a[0] >= a[2] a[1] >= a[3] a[1] >= a[4] a[2] >= a[5] a[2] >= a[6] a[3] >= a[7] Once in heap order, the array is sorted using similar algorithm which produced the heap order. The algorithm implementation largely follows Algorithm H (Heapsort), in: Donald E. Knuth, The Art of Computer Programming, Volume 3, Second Edition, Section 5.2.3, p. 145. Section 8.3, Heapsort. Addison-Wesley, 1998. Performance comparison for fheap(), sedgsesort() and qsort(), on a 500 MHz Pentium laptop (times in seconds): length fheap() sedgesort() qsort() 1,000,000 6 2 5 10,000,000 79 24 37 In other words, use this function only if you need the index values. */ int fheap(float *vector, int len, int **index) { int status; int hdx; int ndx; int iel; float value; int *idx = (int *) 0; int *tidx; iel = 0; status = 0; if (index != (int **) 0) status = heap_malloc(&idx, &tidx, len); if ((status == 0) && (len >= 2)) { if (index != (int **) 0) /* idx[i] is the position of the current element i in the original (unsorted) vector. */ for (hdx = 0; hdx < len; hdx++) idx[hdx] = hdx; if (status == 0) { /* Rearrange 'vector' into a heap. */ ndx = len/2; while (ndx > 0) { ndx--; /* vector[ndx] is next element to be placed in the proper heap order. */ value = vector[ndx]; iel = ndx; siftup(vector, ndx, value, len-1, idx, iel); } /* Sort the heap. */ ndx = len-1; while (ndx >= 0) { value = vector[ndx]; vector[ndx] = vector[0]; if (index != (int **) 0) { iel = idx[ndx]; idx[ndx] = idx[0]; } ndx--; if (ndx == 0) { vector[0] = value; if (index != (int **) 0) idx[0] = iel; } else siftup(vector, 0, value, ndx, idx, iel); } if (index != (int **) 0) { /* tidx[i] is the position of the original element i in the sorted vector. */ for (hdx = 0; hdx < len; hdx++) { ndx = idx[hdx]; tidx[ndx] = hdx; } *index = tidx; free(idx); } } } else if (status == 0) { if (index != (int **) 0) *index = tidx; free(idx); } return status; } /* In-place sort for double 'vector' of length 'len', in ascending order. */ int dheap(double *vector, int len, int **index) { int status; int hdx; int ndx; int iel; double value; int *idx = (int *) 0; int *tidx; status = 0; iel = 0; if (index != (int **) 0) status = heap_malloc(&idx, &tidx, len); if ((status == 0) && (len >= 2)) { if (index != (int **) 0) /* idx[i] is the position of the current element i in the original (unsorted) vector. */ for (hdx = 0; hdx < len; hdx++) idx[hdx] = hdx; if (status == 0) { /* Rearrange 'vector' into a heap. */ ndx = len/2; while (ndx > 0) { ndx--; /* vector[ndx] is next element to be placed in the proper heap order. */ value = vector[ndx]; iel = ndx; dsiftup(vector, ndx, value, len-1, idx, iel); } /* Sort the heap. */ ndx = len-1; while (ndx >= 0) { value = vector[ndx]; vector[ndx] = vector[0]; if (index != (int **) 0) { iel = idx[ndx]; idx[ndx] = idx[0]; } ndx--; if (ndx == 0) { vector[0] = value; if (index != (int **) 0) idx[0] = iel; } else dsiftup(vector, 0, value, ndx, idx, iel); } if (index != (int **) 0) { /* tidx[i] is the position of the original element i in the sorted vector. */ for (hdx = 0; hdx < len; hdx++) { ndx = idx[hdx]; tidx[ndx] = hdx; } *index = tidx; free(idx); } } } else if (status == 0) { if (index != (int **) 0) *index = tidx; free(idx); } return status; }