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 * Copyright 2008-2009  Marius Muja ([email protected]). All rights reserved.
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#ifndef OPENCV_FLANN_SIMPLEX_DOWNHILL_H_
#define OPENCV_FLANN_SIMPLEX_DOWNHILL_H_

namespace cvflann
{

/**
    Adds val to array vals (and point to array points) and keeping the arrays sorted by vals.
 */
template 
void addValue(int pos, float val, float* vals, T* point, T* points, int n)
{
    vals[pos] = val;
    for (int i=0; i0 && vals[j]
float optimizeSimplexDownhill(T* points, int n, F func, float* vals = NULL )
{
    const int MAX_ITERATIONS = 10;

    assert(n>0);

    T* p_o = new T[n];
    T* p_r = new T[n];
    T* p_e = new T[n];

    int alpha = 1;

    int iterations = 0;

    bool ownVals = false;
    if (vals == NULL) {
        ownVals = true;
        vals = new float[n+1];
        for (int i=0; i MAX_ITERATIONS) break;

        // compute average of simplex points (except the highest point)
        for (int j=0; j=vals[0])&&(val_r=vals[n]) {
            for (int i=0; i




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