ppolynomial.hpp

/*
Copyright (c) 2006, Michael Kazhdan and Matthew Bolitho
All rights reserved.
 
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
 
Redistributions of source code must retain the above copyright notice, this list of
conditions and the following disclaimer. Redistributions in binary form must reproduce
the above copyright notice, this list of conditions and the following disclaimer
in the documentation and/or other materials provided with the distribution. 
 
Neither the name of the Johns Hopkins University nor the names of its contributors
may be used to endorse or promote products derived from this software without specific
prior written permission. 
 
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO THE IMPLIED WARRANTIES 
OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT
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TO, PROCUREMENT OF SUBSTITUTE  GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
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*/
 
#include "factor.h"
 
#include <cstdio>
#include <cstdlib>  // for malloc, needed by gcc-5
#include <cstring>
 
////////////////////////
// StartingPolynomial //
////////////////////////
 
namespace pcl
{
  namespace poisson
  {
 
 
    template<int Degree>
    template<int Degree2>
    StartingPolynomial<Degree+Degree2> StartingPolynomial<Degree>::operator * (const StartingPolynomial<Degree2>& p) const{
      StartingPolynomial<Degree+Degree2> sp;
      if(start>p.start){sp.start=start;}
      else{sp.start=p.start;}
      sp.p=this->p*p.p;
      return sp;
    }
    template<int Degree>
    StartingPolynomial<Degree> StartingPolynomial<Degree>::scale(double s) const{
      StartingPolynomial q;
      q.start=start*s;
      q.p=p.scale(s);
      return q;
    }
    template<int Degree>
    StartingPolynomial<Degree> StartingPolynomial<Degree>::shift(double s) const{
      StartingPolynomial q;
      q.start=start+s;
      q.p=p.shift(s);
      return q;
    }
 
 
    template<int Degree>
    int StartingPolynomial<Degree>::operator < (const StartingPolynomial<Degree>& sp) const{
      if(start<sp.start){return 1;}
      else{return 0;}
    }
    template<int Degree>
    int StartingPolynomial<Degree>::Compare(const void* v1,const void* v2){
      double d=((StartingPolynomial*)(v1))->start-((StartingPolynomial*)(v2))->start;
      if    (d<0) {return -1;}
      else if (d>0) {return  1;}
      else      {return  0;}
    }
 
    /////////////////
    // PPolynomial //
    /////////////////
    template<int Degree>
    PPolynomial<Degree>::PPolynomial(void){
      polyCount=0;
      polys=NULL;
    }
    template<int Degree>
    PPolynomial<Degree>::PPolynomial(const PPolynomial<Degree>& p){
      polyCount=0;
      polys=NULL;
      set(p.polyCount);
      memcpy(polys,p.polys,sizeof(StartingPolynomial<Degree>)*p.polyCount);
    }
 
    template<int Degree>
    PPolynomial<Degree>::~PPolynomial(void){
      if(polyCount){free(polys);}
      polyCount=0;
      polys=NULL;
    }
    template<int Degree>
    void PPolynomial<Degree>::set(StartingPolynomial<Degree>* sps,int count){
      int i,c=0;
      set(count);
      qsort(sps,count,sizeof(StartingPolynomial<Degree>),StartingPolynomial<Degree>::Compare);
      for( i=0 ; i<count ; i++ )
      {
        if( !c || sps[i].start!=polys[c-1].start ) polys[c++] = sps[i];
        else{polys[c-1].p+=sps[i].p;}
      }
      reset( c );
    }
    template <int Degree>
    int PPolynomial<Degree>::size(void) const{return int(sizeof(StartingPolynomial<Degree>)*polyCount);}
 
    template<int Degree>
    void PPolynomial<Degree>::set( std::size_t size )
    {
      if(polyCount){free(polys);}
      polyCount=0;
      polys=NULL;
      polyCount=size;
      if(size){
        polys=(StartingPolynomial<Degree>*)malloc(sizeof(StartingPolynomial<Degree>)*size);
        memset(polys,0,sizeof(StartingPolynomial<Degree>)*size);
      }
    }
    template<int Degree>
    void PPolynomial<Degree>::reset( std::size_t newSize )
    {
      polyCount=newSize;
      polys=(StartingPolynomial<Degree>*)realloc(polys,sizeof(StartingPolynomial<Degree>)*newSize);
    }
 
    template<int Degree>
    PPolynomial<Degree>& PPolynomial<Degree>::operator = (const PPolynomial<Degree>& p){
      set(p.polyCount);
      memcpy(polys,p.polys,sizeof(StartingPolynomial<Degree>)*p.polyCount);
      return *this;
    }
 
    template<int Degree>
    template<int Degree2>
    PPolynomial<Degree>& PPolynomial<Degree>::operator  = (const PPolynomial<Degree2>& p){
      set(p.polyCount);
      for(int i=0;i<int(polyCount);i++){
        polys[i].start=p.polys[i].start;
        polys[i].p=p.polys[i].p;
      }
      return *this;
    }
 
    template<int Degree>
    double PPolynomial<Degree>::operator ()( double t ) const
    {
      double v=0;
      for( int i=0 ; i<int(polyCount) && t>polys[i].start ; i++ ) v+=polys[i].p(t);
      return v;
    }
 
    template<int Degree>
    double PPolynomial<Degree>::integral( double tMin , double tMax ) const
    {
      int m=1;
      double start,end,s,v=0;
      start=tMin;
      end=tMax;
      if(tMin>tMax){
        m=-1;
        start=tMax;
        end=tMin;
      }
      for(int i=0;i<int(polyCount) && polys[i].start<end;i++){
        if(start<polys[i].start){s=polys[i].start;}
        else{s=start;}
        v+=polys[i].p.integral(s,end);
      }
      return v*m;
    }
    template<int Degree>
    double PPolynomial<Degree>::Integral(void) const{return integral(polys[0].start,polys[polyCount-1].start);}
    template<int Degree>
    PPolynomial<Degree> PPolynomial<Degree>::operator + (const PPolynomial<Degree>& p) const{
      PPolynomial q;
      int i,j;
      std::size_t idx=0;
      q.set(polyCount+p.polyCount);
      i=j=-1;
 
      while(idx<q.polyCount){
        if    (j>=int(p.polyCount)-1)       {q.polys[idx]=  polys[++i];}
        else if (i>=int(  polyCount)-1)       {q.polys[idx]=p.polys[++j];}
        else if(polys[i+1].start<p.polys[j+1].start){q.polys[idx]=  polys[++i];}
        else                    {q.polys[idx]=p.polys[++j];}
        idx++;
      }
      return q;
    }
    template<int Degree>
    PPolynomial<Degree> PPolynomial<Degree>::operator - (const PPolynomial<Degree>& p) const{
      PPolynomial q;
      int i,j;
      std::size_t idx=0;
      q.set(polyCount+p.polyCount);
      i=j=-1;
 
      while(idx<q.polyCount){
        if    (j>=int(p.polyCount)-1)       {q.polys[idx]=  polys[++i];}
        else if (i>=int(  polyCount)-1)       {q.polys[idx].start=p.polys[++j].start;q.polys[idx].p=p.polys[j].p*(-1.0);}
        else if(polys[i+1].start<p.polys[j+1].start){q.polys[idx]=  polys[++i];}
        else                    {q.polys[idx].start=p.polys[++j].start;q.polys[idx].p=p.polys[j].p*(-1.0);}
        idx++;
      }
      return q;
    }
    template<int Degree>
    PPolynomial<Degree>& PPolynomial<Degree>::addScaled(const PPolynomial<Degree>& p,double scale){
      int i,j;
      StartingPolynomial<Degree>* oldPolys=polys;
      std::size_t idx=0,cnt=0,oldPolyCount=polyCount;
      polyCount=0;
      polys=NULL;
      set(oldPolyCount+p.polyCount);
      i=j=-1;
      while(cnt<polyCount){
        if    (j>=int( p.polyCount)-1)        {polys[idx]=oldPolys[++i];}
        else if (i>=int(oldPolyCount)-1)        {polys[idx].start= p.polys[++j].start;polys[idx].p=p.polys[j].p*scale;}
        else if (oldPolys[i+1].start<p.polys[j+1].start){polys[idx]=oldPolys[++i];}
        else                      {polys[idx].start= p.polys[++j].start;polys[idx].p=p.polys[j].p*scale;}
        if(idx && polys[idx].start==polys[idx-1].start) {polys[idx-1].p+=polys[idx].p;}
        else{idx++;}
        cnt++;
      }
      free(oldPolys);
      reset(idx);
      return *this;
    }
    template<int Degree>
    template<int Degree2>
    PPolynomial<Degree+Degree2> PPolynomial<Degree>::operator * (const PPolynomial<Degree2>& p) const{
      PPolynomial<Degree+Degree2> q;
      StartingPolynomial<Degree+Degree2> *sp;
      int i,j,spCount=int(polyCount*p.polyCount);
 
      sp=(StartingPolynomial<Degree+Degree2>*)malloc(sizeof(StartingPolynomial<Degree+Degree2>)*spCount);
      for(i=0;i<int(polyCount);i++){
        for(j=0;j<int(p.polyCount);j++){
          sp[i*p.polyCount+j]=polys[i]*p.polys[j];
        }
      }
      q.set(sp,spCount);
      free(sp);
      return q;
    }
    template<int Degree>
    template<int Degree2>
    PPolynomial<Degree+Degree2> PPolynomial<Degree>::operator * (const Polynomial<Degree2>& p) const{
      PPolynomial<Degree+Degree2> q;
      q.set(polyCount);
      for(int i=0;i<int(polyCount);i++){
        q.polys[i].start=polys[i].start;
        q.polys[i].p=polys[i].p*p;
      }
      return q;
    }
    template<int Degree>
    PPolynomial<Degree> PPolynomial<Degree>::scale( double s ) const
    {
      PPolynomial q;
      q.set(polyCount);
      for(std::size_t i=0;i<polyCount;i++){q.polys[i]=polys[i].scale(s);}
      return q;
    }
    template<int Degree>
    PPolynomial<Degree> PPolynomial<Degree>::shift( double s ) const
    {
      PPolynomial q;
      q.set(polyCount);
      for(std::size_t i=0;i<polyCount;i++){q.polys[i]=polys[i].shift(s);}
      return q;
    }
    template<int Degree>
    PPolynomial<Degree-1> PPolynomial<Degree>::derivative(void) const{
      PPolynomial<Degree-1> q;
      q.set(polyCount);
      for(std::size_t i=0;i<polyCount;i++){
        q.polys[i].start=polys[i].start;
        q.polys[i].p=polys[i].p.derivative();
      }
      return q;
    }
    template<int Degree>
    PPolynomial<Degree+1> PPolynomial<Degree>::integral(void) const{
      int i;
      PPolynomial<Degree+1> q;
      q.set(polyCount);
      for(i=0;i<int(polyCount);i++){
        q.polys[i].start=polys[i].start;
        q.polys[i].p=polys[i].p.integral();
        q.polys[i].p-=q.polys[i].p(q.polys[i].start);
      }
      return q;
    }
    template<int Degree>
    PPolynomial<Degree>& PPolynomial<Degree>::operator  += ( double s ) {polys[0].p+=s;}
    template<int Degree>
    PPolynomial<Degree>& PPolynomial<Degree>::operator  -= ( double s ) {polys[0].p-=s;}
    template<int Degree>
    PPolynomial<Degree>& PPolynomial<Degree>::operator  *= ( double s )
    {
      for(int i=0;i<int(polyCount);i++){polys[i].p*=s;}
      return *this;
    }
    template<int Degree>
    PPolynomial<Degree>& PPolynomial<Degree>::operator  /= ( double s )
    {
      for(std::size_t i=0;i<polyCount;i++){polys[i].p/=s;}
      return *this;
    }
    template<int Degree>
    PPolynomial<Degree> PPolynomial<Degree>::operator + ( double s ) const
    {
      PPolynomial q=*this;
      q+=s;
      return q;
    }
    template<int Degree>
    PPolynomial<Degree> PPolynomial<Degree>::operator - ( double s ) const
    {
      PPolynomial q=*this;
      q-=s;
      return q;
    }
    template<int Degree>
    PPolynomial<Degree> PPolynomial<Degree>::operator * ( double s ) const
    {
      PPolynomial q=*this;
      q*=s;
      return q;
    }
    template<int Degree>
    PPolynomial<Degree> PPolynomial<Degree>::operator / ( double s ) const
    {
      PPolynomial q=*this;
      q/=s;
      return q;
    }
 
    template<int Degree>
    void PPolynomial<Degree>::printnl(void) const{
      Polynomial<Degree> p;
 
      if(!polyCount){
        Polynomial<Degree> p;
        printf("[-Infinity,Infinity]\n");
      }
      else{
        for(std::size_t i=0;i<polyCount;i++){
          printf("[");
          if    (polys[i  ].start== DBL_MAX){printf("Infinity,");}
          else if (polys[i  ].start==-DBL_MAX){printf("-Infinity,");}
          else                {printf("%f,",polys[i].start);}
          if(i+1==polyCount)          {printf("Infinity]\t");}
          else if (polys[i+1].start== DBL_MAX){printf("Infinity]\t");}
          else if (polys[i+1].start==-DBL_MAX){printf("-Infinity]\t");}
          else                {printf("%f]\t",polys[i+1].start);}
          p=p+polys[i].p;
          p.printnl();
        }
      }
      printf("\n");
    }
    template< > inline
    PPolynomial< 0 > PPolynomial< 0 >::BSpline( double radius )
    {
      PPolynomial q;
      q.set(2);
 
      q.polys[0].start=-radius;
      q.polys[1].start= radius;
 
      q.polys[0].p.coefficients[0]= 1.0;
      q.polys[1].p.coefficients[0]=-1.0;
      return q;
    }
    template< int Degree >
    PPolynomial< Degree > PPolynomial<Degree>::BSpline( double radius )
    {
      return PPolynomial< Degree-1 >::BSpline().MovingAverage( radius );
    }
    template<int Degree>
    PPolynomial<Degree+1> PPolynomial<Degree>::MovingAverage( double radius )
    {
      PPolynomial<Degree+1> A;
      Polynomial<Degree+1> p;
      StartingPolynomial<Degree+1>* sps;
 
      sps=(StartingPolynomial<Degree+1>*)malloc(sizeof(StartingPolynomial<Degree+1>)*polyCount*2);
 
      for(int i=0;i<int(polyCount);i++){
        sps[2*i  ].start=polys[i].start-radius;
        sps[2*i+1].start=polys[i].start+radius;
        p=polys[i].p.integral()-polys[i].p.integral()(polys[i].start);
        sps[2*i  ].p=p.shift(-radius);
        sps[2*i+1].p=p.shift( radius)*-1;
      }
      A.set(sps,int(polyCount*2));
      free(sps);
      return A*1.0/(2*radius);
    }
    template<int Degree>
    void PPolynomial<Degree>::getSolutions(double c,std::vector<double>& roots,double EPS,double min,double max) const{
      Polynomial<Degree> p;
      std::vector<double> tempRoots;
 
      p.setZero();
      for(std::size_t i=0;i<polyCount;i++){
        p+=polys[i].p;
        if(polys[i].start>max){break;}
        if(i<polyCount-1 && polys[i+1].start<min){continue;}
        p.getSolutions(c,tempRoots,EPS);
        for(std::size_t j=0;j<tempRoots.size();j++){
          if(tempRoots[j]>polys[i].start && (i+1==polyCount || tempRoots[j]<=polys[i+1].start)){
            if(tempRoots[j]>min && tempRoots[j]<max){roots.push_back(tempRoots[j]);}
          }
        }
      }
    }
 
    template<int Degree>
    void PPolynomial<Degree>::write(FILE* fp,int samples,double min,double max) const{
      fwrite(&samples,sizeof(int),1,fp);
      for(int i=0;i<samples;i++){
        double x=min+i*(max-min)/(samples-1);
        float v=(*this)(x);
        fwrite(&v,sizeof(float),1,fp);
      }
    }
 
  }
}