src/sources/convexSolver.h

   1 #ifndef SYNCLUST_CONVEXSOLVER_H
   2 #define SYNCLUST_CONVEXSOLVER_H
   3
   4 #include "sources/utils/boolean.h"
   5
   6 // auxiliary to compute euclidian norm
   7 double norm2(
   8     double* v,
   9     int length
  10 );
  11
  12 // auxiliary to compute euclidian distance
  13 double distance2(
  14     double* f1,
  15     double* f2,
  16     int length
  17 );
  18
  19 // auxiliary to compute log-likelihood + penalty
  20 double computeLogLikelihood(
  21     double** f,
  22     double* theta,
  23     double** Zst,
  24     double*** phi,
  25     int* lengthNIix,
  26     int** NIix,
  27     double alpha,
  28     int nrow,
  29     int ncol
  30 );
  31
  32 // structure to return parameters (theta, f) [and others if needed later]
  33 typedef struct Parameters {
  34     double** f;
  35     double* theta;
  36 } Parameters;
  37
  38 // compute estimated ("repaired", "smoothed"...) variations from rows of M
  39 // NOTE: geographic coordinates dropped here, since they are unused
  40 Parameters getVarsWithConvexOptim_core(
  41     double* pM,
  42     int* lengthNIix,
  43     int** NIix,
  44     int nrow,
  45     int ncol,
  46     double alpha,
  47     double h,
  48     double epsilon,
  49     int maxiter,
  50     bool symmNeighbs,
  51     bool trace
  52 );
  53
  54 #endif