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alglibinternal.cs
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alglibinternal.cs
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/*************************************************************************
Copyright (c) Sergey Bochkanov (ALGLIB project).
>>> SOURCE LICENSE >>>
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation (www.fsf.org); either version 2 of the
License, or (at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
A copy of the GNU General Public License is available at
http://www.fsf.org/licensing/licenses
>>> END OF LICENSE >>>
*************************************************************************/
#pragma warning disable 162
#pragma warning disable 219
using System;
public partial class alglib
{
}
public partial class alglib
{
public class tsort
{
/*************************************************************************
This function sorts array of real keys by ascending.
Its results are:
* sorted array A
* permutation tables P1, P2
Algorithm outputs permutation tables using two formats:
* as usual permutation of [0..N-1]. If P1[i]=j, then sorted A[i] contains
value which was moved there from J-th position.
* as a sequence of pairwise permutations. Sorted A[] may be obtained by
swaping A[i] and A[P2[i]] for all i from 0 to N-1.
INPUT PARAMETERS:
A - unsorted array
N - array size
OUPUT PARAMETERS:
A - sorted array
P1, P2 - permutation tables, array[N]
NOTES:
this function assumes that A[] is finite; it doesn't checks that
condition. All other conditions (size of input arrays, etc.) are not
checked too.
-- ALGLIB --
Copyright 14.05.2008 by Bochkanov Sergey
*************************************************************************/
public static void tagsort(ref double[] a,
int n,
ref int[] p1,
ref int[] p2)
{
int i = 0;
int[] pv = new int[0];
int[] vp = new int[0];
double[] bufa = new double[0];
int[] bufb = new int[0];
int lv = 0;
int lp = 0;
int rv = 0;
int rp = 0;
p1 = new int[0];
p2 = new int[0];
//
// Special cases
//
if( n<=0 )
{
return;
}
if( n==1 )
{
p1 = new int[0+1];
p2 = new int[0+1];
p1[0] = 0;
p2[0] = 0;
return;
}
//
// General case, N>1: prepare permutations table P1
//
p1 = new int[n-1+1];
for(i=0; i<=n-1; i++)
{
p1[i] = i;
}
//
// General case, N>1: sort, update P1
//
bufa = new double[n];
bufb = new int[n];
tagsortfasti(ref a, ref p1, ref bufa, ref bufb, n);
//
// General case, N>1: fill permutations table P2
//
// To fill P2 we maintain two arrays:
// * PV, Position(Value). PV[i] contains position of I-th key at the moment
// * VP, Value(Position). VP[i] contains key which has position I at the moment
//
// At each step we making permutation of two items:
// Left, which is given by position/value pair LP/LV
// and Right, which is given by RP/RV
// and updating PV[] and VP[] correspondingly.
//
pv = new int[n-1+1];
vp = new int[n-1+1];
p2 = new int[n-1+1];
for(i=0; i<=n-1; i++)
{
pv[i] = i;
vp[i] = i;
}
for(i=0; i<=n-1; i++)
{
//
// calculate LP, LV, RP, RV
//
lp = i;
lv = vp[lp];
rv = p1[i];
rp = pv[rv];
//
// Fill P2
//
p2[i] = rp;
//
// update PV and VP
//
vp[lp] = rv;
vp[rp] = lv;
pv[lv] = rp;
pv[rv] = lp;
}
}
/*************************************************************************
Same as TagSort, but optimized for real keys and integer labels.
A is sorted, and same permutations are applied to B.
NOTES:
1. this function assumes that A[] is finite; it doesn't checks that
condition. All other conditions (size of input arrays, etc.) are not
checked too.
2. this function uses two buffers, BufA and BufB, each is N elements large.
They may be preallocated (which will save some time) or not, in which
case function will automatically allocate memory.
-- ALGLIB --
Copyright 11.12.2008 by Bochkanov Sergey
*************************************************************************/
public static void tagsortfasti(ref double[] a,
ref int[] b,
ref double[] bufa,
ref int[] bufb,
int n)
{
int i = 0;
int j = 0;
bool isascending = new bool();
bool isdescending = new bool();
double tmpr = 0;
int tmpi = 0;
//
// Special case
//
if( n<=1 )
{
return;
}
//
// Test for already sorted set
//
isascending = true;
isdescending = true;
for(i=1; i<=n-1; i++)
{
isascending = isascending & a[i]>=a[i-1];
isdescending = isdescending & a[i]<=a[i-1];
}
if( isascending )
{
return;
}
if( isdescending )
{
for(i=0; i<=n-1; i++)
{
j = n-1-i;
if( j<=i )
{
break;
}
tmpr = a[i];
a[i] = a[j];
a[j] = tmpr;
tmpi = b[i];
b[i] = b[j];
b[j] = tmpi;
}
return;
}
//
// General case
//
if( ap.len(bufa)<n )
{
bufa = new double[n];
}
if( ap.len(bufb)<n )
{
bufb = new int[n];
}
tagsortfastirec(ref a, ref b, ref bufa, ref bufb, 0, n-1);
}
/*************************************************************************
Same as TagSort, but optimized for real keys and real labels.
A is sorted, and same permutations are applied to B.
NOTES:
1. this function assumes that A[] is finite; it doesn't checks that
condition. All other conditions (size of input arrays, etc.) are not
checked too.
2. this function uses two buffers, BufA and BufB, each is N elements large.
They may be preallocated (which will save some time) or not, in which
case function will automatically allocate memory.
-- ALGLIB --
Copyright 11.12.2008 by Bochkanov Sergey
*************************************************************************/
public static void tagsortfastr(ref double[] a,
ref double[] b,
ref double[] bufa,
ref double[] bufb,
int n)
{
int i = 0;
int j = 0;
bool isascending = new bool();
bool isdescending = new bool();
double tmpr = 0;
int tmpi = 0;
//
// Special case
//
if( n<=1 )
{
return;
}
//
// Test for already sorted set
//
isascending = true;
isdescending = true;
for(i=1; i<=n-1; i++)
{
isascending = isascending & a[i]>=a[i-1];
isdescending = isdescending & a[i]<=a[i-1];
}
if( isascending )
{
return;
}
if( isdescending )
{
for(i=0; i<=n-1; i++)
{
j = n-1-i;
if( j<=i )
{
break;
}
tmpr = a[i];
a[i] = a[j];
a[j] = tmpr;
tmpr = b[i];
b[i] = b[j];
b[j] = tmpr;
}
return;
}
//
// General case
//
if( ap.len(bufa)<n )
{
bufa = new double[n];
}
if( ap.len(bufb)<n )
{
bufb = new double[n];
}
tagsortfastrrec(ref a, ref b, ref bufa, ref bufb, 0, n-1);
}
/*************************************************************************
Same as TagSort, but optimized for real keys without labels.
A is sorted, and that's all.
NOTES:
1. this function assumes that A[] is finite; it doesn't checks that
condition. All other conditions (size of input arrays, etc.) are not
checked too.
2. this function uses buffer, BufA, which is N elements large. It may be
preallocated (which will save some time) or not, in which case
function will automatically allocate memory.
-- ALGLIB --
Copyright 11.12.2008 by Bochkanov Sergey
*************************************************************************/
public static void tagsortfast(ref double[] a,
ref double[] bufa,
int n)
{
int i = 0;
int j = 0;
bool isascending = new bool();
bool isdescending = new bool();
double tmpr = 0;
int tmpi = 0;
//
// Special case
//
if( n<=1 )
{
return;
}
//
// Test for already sorted set
//
isascending = true;
isdescending = true;
for(i=1; i<=n-1; i++)
{
isascending = isascending & a[i]>=a[i-1];
isdescending = isdescending & a[i]<=a[i-1];
}
if( isascending )
{
return;
}
if( isdescending )
{
for(i=0; i<=n-1; i++)
{
j = n-1-i;
if( j<=i )
{
break;
}
tmpr = a[i];
a[i] = a[j];
a[j] = tmpr;
}
return;
}
//
// General case
//
if( ap.len(bufa)<n )
{
bufa = new double[n];
}
tagsortfastrec(ref a, ref bufa, 0, n-1);
}
/*************************************************************************
Heap operations: adds element to the heap
PARAMETERS:
A - heap itself, must be at least array[0..N]
B - array of integer tags, which are updated according to
permutations in the heap
N - size of the heap (without new element).
updated on output
VA - value of the element being added
VB - value of the tag
-- ALGLIB --
Copyright 28.02.2010 by Bochkanov Sergey
*************************************************************************/
public static void tagheappushi(ref double[] a,
ref int[] b,
ref int n,
double va,
int vb)
{
int j = 0;
int k = 0;
double v = 0;
if( n<0 )
{
return;
}
//
// N=0 is a special case
//
if( n==0 )
{
a[0] = va;
b[0] = vb;
n = n+1;
return;
}
//
// add current point to the heap
// (add to the bottom, then move up)
//
// we don't write point to the heap
// until its final position is determined
// (it allow us to reduce number of array access operations)
//
j = n;
n = n+1;
while( j>0 )
{
k = (j-1)/2;
v = a[k];
if( (double)(v)<(double)(va) )
{
//
// swap with higher element
//
a[j] = v;
b[j] = b[k];
j = k;
}
else
{
//
// element in its place. terminate.
//
break;
}
}
a[j] = va;
b[j] = vb;
}
/*************************************************************************
Heap operations: replaces top element with new element
(which is moved down)
PARAMETERS:
A - heap itself, must be at least array[0..N-1]
B - array of integer tags, which are updated according to
permutations in the heap
N - size of the heap
VA - value of the element which replaces top element
VB - value of the tag
-- ALGLIB --
Copyright 28.02.2010 by Bochkanov Sergey
*************************************************************************/
public static void tagheapreplacetopi(ref double[] a,
ref int[] b,
int n,
double va,
int vb)
{
int j = 0;
int k1 = 0;
int k2 = 0;
double v = 0;
double v1 = 0;
double v2 = 0;
if( n<1 )
{
return;
}
//
// N=1 is a special case
//
if( n==1 )
{
a[0] = va;
b[0] = vb;
return;
}
//
// move down through heap:
// * J - current element
// * K1 - first child (always exists)
// * K2 - second child (may not exists)
//
// we don't write point to the heap
// until its final position is determined
// (it allow us to reduce number of array access operations)
//
j = 0;
k1 = 1;
k2 = 2;
while( k1<n )
{
if( k2>=n )
{
//
// only one child.
//
// swap and terminate (because this child
// have no siblings due to heap structure)
//
v = a[k1];
if( (double)(v)>(double)(va) )
{
a[j] = v;
b[j] = b[k1];
j = k1;
}
break;
}
else
{
//
// two childs
//
v1 = a[k1];
v2 = a[k2];
if( (double)(v1)>(double)(v2) )
{
if( (double)(va)<(double)(v1) )
{
a[j] = v1;
b[j] = b[k1];
j = k1;
}
else
{
break;
}
}
else
{
if( (double)(va)<(double)(v2) )
{
a[j] = v2;
b[j] = b[k2];
j = k2;
}
else
{
break;
}
}
k1 = 2*j+1;
k2 = 2*j+2;
}
}
a[j] = va;
b[j] = vb;
}
/*************************************************************************
Heap operations: pops top element from the heap
PARAMETERS:
A - heap itself, must be at least array[0..N-1]
B - array of integer tags, which are updated according to
permutations in the heap
N - size of the heap, N>=1
On output top element is moved to A[N-1], B[N-1], heap is reordered, N is
decreased by 1.
-- ALGLIB --
Copyright 28.02.2010 by Bochkanov Sergey
*************************************************************************/
public static void tagheappopi(ref double[] a,
ref int[] b,
ref int n)
{
double va = 0;
int vb = 0;
if( n<1 )
{
return;
}
//
// N=1 is a special case
//
if( n==1 )
{
n = 0;
return;
}
//
// swap top element and last element,
// then reorder heap
//
va = a[n-1];
vb = b[n-1];
a[n-1] = a[0];
b[n-1] = b[0];
n = n-1;
tagheapreplacetopi(ref a, ref b, n, va, vb);
}
/*************************************************************************
Internal TagSortFastI: sorts A[I1...I2] (both bounds are included),
applies same permutations to B.
-- ALGLIB --
Copyright 06.09.2010 by Bochkanov Sergey
*************************************************************************/
private static void tagsortfastirec(ref double[] a,
ref int[] b,
ref double[] bufa,
ref int[] bufb,
int i1,
int i2)
{
int i = 0;
int j = 0;
int k = 0;
int cntless = 0;
int cnteq = 0;
int cntgreater = 0;
double tmpr = 0;
int tmpi = 0;
double v0 = 0;
double v1 = 0;
double v2 = 0;
double vp = 0;
//
// Fast exit
//
if( i2<=i1 )
{
return;
}
//
// Non-recursive sort for small arrays
//
if( i2-i1<=16 )
{
for(j=i1+1; j<=i2; j++)
{
//
// Search elements [I1..J-1] for place to insert Jth element.
//
// This code stops immediately if we can leave A[J] at J-th position
// (all elements have same value of A[J] larger than any of them)
//
tmpr = a[j];
tmpi = j;
for(k=j-1; k>=i1; k--)
{
if( a[k]<=tmpr )
{
break;
}
tmpi = k;
}
k = tmpi;
//
// Insert Jth element into Kth position
//
if( k!=j )
{
tmpr = a[j];
tmpi = b[j];
for(i=j-1; i>=k; i--)
{
a[i+1] = a[i];
b[i+1] = b[i];
}
a[k] = tmpr;
b[k] = tmpi;
}
}
return;
}
//
// Quicksort: choose pivot
// Here we assume that I2-I1>=2
//
v0 = a[i1];
v1 = a[i1+(i2-i1)/2];
v2 = a[i2];
if( v0>v1 )
{
tmpr = v1;
v1 = v0;
v0 = tmpr;
}
if( v1>v2 )
{
tmpr = v2;
v2 = v1;
v1 = tmpr;
}
if( v0>v1 )
{
tmpr = v1;
v1 = v0;
v0 = tmpr;
}
vp = v1;
//
// now pass through A/B and:
// * move elements that are LESS than VP to the left of A/B
// * move elements that are EQUAL to VP to the right of BufA/BufB (in the reverse order)
// * move elements that are GREATER than VP to the left of BufA/BufB (in the normal order
// * move elements from the tail of BufA/BufB to the middle of A/B (restoring normal order)
// * move elements from the left of BufA/BufB to the end of A/B
//
cntless = 0;
cnteq = 0;
cntgreater = 0;
for(i=i1; i<=i2; i++)
{
v0 = a[i];
if( v0<vp )
{
//
// LESS
//
k = i1+cntless;
if( i!=k )
{
a[k] = v0;
b[k] = b[i];
}
cntless = cntless+1;
continue;
}
if( v0==vp )
{
//
// EQUAL
//
k = i2-cnteq;
bufa[k] = v0;
bufb[k] = b[i];
cnteq = cnteq+1;
continue;
}
//
// GREATER
//
k = i1+cntgreater;
bufa[k] = v0;
bufb[k] = b[i];
cntgreater = cntgreater+1;
}
for(i=0; i<=cnteq-1; i++)
{
j = i1+cntless+cnteq-1-i;
k = i2+i-(cnteq-1);
a[j] = bufa[k];
b[j] = bufb[k];
}
for(i=0; i<=cntgreater-1; i++)
{
j = i1+cntless+cnteq+i;
k = i1+i;
a[j] = bufa[k];
b[j] = bufb[k];
}
//
// Sort left and right parts of the array (ignoring middle part)
//
tagsortfastirec(ref a, ref b, ref bufa, ref bufb, i1, i1+cntless-1);
tagsortfastirec(ref a, ref b, ref bufa, ref bufb, i1+cntless+cnteq, i2);
}
/*************************************************************************
Internal TagSortFastR: sorts A[I1...I2] (both bounds are included),
applies same permutations to B.
-- ALGLIB --
Copyright 06.09.2010 by Bochkanov Sergey
*************************************************************************/
private static void tagsortfastrrec(ref double[] a,
ref double[] b,
ref double[] bufa,
ref double[] bufb,
int i1,
int i2)
{
int i = 0;
int j = 0;
int k = 0;
double tmpr = 0;
double tmpr2 = 0;
int tmpi = 0;
int cntless = 0;
int cnteq = 0;
int cntgreater = 0;
double v0 = 0;
double v1 = 0;
double v2 = 0;
double vp = 0;
//
// Fast exit
//
if( i2<=i1 )
{
return;
}
//
// Non-recursive sort for small arrays
//
if( i2-i1<=16 )
{
for(j=i1+1; j<=i2; j++)
{
//
// Search elements [I1..J-1] for place to insert Jth element.
//
// This code stops immediatly if we can leave A[J] at J-th position
// (all elements have same value of A[J] larger than any of them)
//
tmpr = a[j];
tmpi = j;
for(k=j-1; k>=i1; k--)
{
if( a[k]<=tmpr )
{
break;
}
tmpi = k;
}
k = tmpi;
//
// Insert Jth element into Kth position
//
if( k!=j )
{
tmpr = a[j];
tmpr2 = b[j];
for(i=j-1; i>=k; i--)
{
a[i+1] = a[i];
b[i+1] = b[i];
}
a[k] = tmpr;
b[k] = tmpr2;
}
}
return;
}
//
// Quicksort: choose pivot
// Here we assume that I2-I1>=16
//
v0 = a[i1];
v1 = a[i1+(i2-i1)/2];
v2 = a[i2];
if( v0>v1 )
{
tmpr = v1;
v1 = v0;
v0 = tmpr;
}
if( v1>v2 )
{
tmpr = v2;
v2 = v1;
v1 = tmpr;
}
if( v0>v1 )
{
tmpr = v1;
v1 = v0;
v0 = tmpr;
}
vp = v1;
//
// now pass through A/B and:
// * move elements that are LESS than VP to the left of A/B
// * move elements that are EQUAL to VP to the right of BufA/BufB (in the reverse order)
// * move elements that are GREATER than VP to the left of BufA/BufB (in the normal order
// * move elements from the tail of BufA/BufB to the middle of A/B (restoring normal order)
// * move elements from the left of BufA/BufB to the end of A/B
//
cntless = 0;
cnteq = 0;
cntgreater = 0;
for(i=i1; i<=i2; i++)
{
v0 = a[i];
if( v0<vp )
{
//
// LESS
//
k = i1+cntless;
if( i!=k )
{
a[k] = v0;
b[k] = b[i];
}
cntless = cntless+1;
continue;
}
if( v0==vp )
{
//
// EQUAL
//
k = i2-cnteq;
bufa[k] = v0;
bufb[k] = b[i];
cnteq = cnteq+1;
continue;
}
//
// GREATER
//
k = i1+cntgreater;
bufa[k] = v0;
bufb[k] = b[i];
cntgreater = cntgreater+1;
}
for(i=0; i<=cnteq-1; i++)
{
j = i1+cntless+cnteq-1-i;
k = i2+i-(cnteq-1);
a[j] = bufa[k];