btModifiedGramSchmidt.h

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//
//  btModifiedGramSchmidt.h
//  LinearMath
//
//  Created by Xuchen Han on 4/4/20.
//
 
#ifndef btModifiedGramSchmidt_h
#define btModifiedGramSchmidt_h
 
#include "btReducedVector.h"
#include "btAlignedObjectArray.h"
#include <iostream>
#include <cmath>
template<class TV>
class btModifiedGramSchmidt
{
public:
    btAlignedObjectArray<TV> m_in;
    btAlignedObjectArray<TV> m_out;
    
    btModifiedGramSchmidt(const btAlignedObjectArray<TV>& vecs): m_in(vecs)
    {
        m_out.resize(0);
    }
    
    void solve()
    {
        m_out.resize(m_in.size());
        for (int i = 0; i < m_in.size(); ++i)
        {
//            printf("========= starting %d ==========\n", i);
            TV v(m_in[i]);
//            v.print();
            for (int j = 0; j < i; ++j)
            {
                v = v - v.proj(m_out[j]);
//                v.print();
            }
            v.normalize();
            m_out[i] = v;
//            v.print();
        }
    }
    
    void test()
    {
        std::cout << SIMD_EPSILON << std::endl;
        printf("=======inputs=========\n");
        for (int i = 0; i < m_out.size(); ++i)
        {
            m_in[i].print();
        }
        printf("=======output=========\n");
        for (int i = 0; i < m_out.size(); ++i)
        {
            m_out[i].print();
        }
        btScalar eps = SIMD_EPSILON;
        for (int i = 0; i < m_out.size(); ++i)
        {
            for (int j = 0; j < m_out.size(); ++j)
            {
                if (i == j)
                {
                    if (std::abs(1.0-m_out[i].dot(m_out[j])) > eps)// && std::abs(m_out[i].dot(m_out[j])) > eps)
                    {
                        printf("vec[%d] is not unit, norm squared = %f\n", i,m_out[i].dot(m_out[j]));
                    }
                }
                else
                {
                    if (std::abs(m_out[i].dot(m_out[j])) > eps)
                    {
                        printf("vec[%d] and vec[%d] is not orthogonal, dot product = %f\n", i, j, m_out[i].dot(m_out[j]));
                    }
                }
            }
        }
    }
};
template class btModifiedGramSchmidt<btReducedVector>;
#endif /* btModifiedGramSchmidt_h */