/* nag_mv_ordinal_multidimscale (g03fcc) Example Program. * * Copyright 1998 Numerical Algorithms Group. * * Mark 5, 1998. * Mark 6 revised, 2000. * Mark 7 revised, 2001. * Mark 8 revised, 2004. * */ #include #include #include #include #define NMAX 14 #define NNMAX NMAX*(NMAX-1)/2 #define X(I, J) x[(I-1)*tdx + (J-1)] #define XTMP(I) xtmp[(I) -1] #define YTMP(I) ytmp[(I) -1] int main(void) { Integer exit_status = 0, i, j, n, ndim, nn, tdx = NMAX; double *d = 0, *dfit = 0, *e = 0, stress, *x = 0; char nag_enum_arg[40]; Nag_ScaleCriterion type; NagError fail; INIT_FAIL(fail); printf( "nag_mv_ordinal_multidimscale (g03fcc) Example Program Results\n\n"); /* Skip heading in data file */ scanf("%*[^\n]"); scanf("%ld", &n); scanf("%ld", &ndim); scanf("%39s", nag_enum_arg); /* nag_enum_name_to_value (x04nac). * Converts NAG enum member name to value */ type = (Nag_ScaleCriterion) nag_enum_name_to_value(nag_enum_arg); if (ndim >= 1 && n > ndim) { if (!(d = NAG_ALLOC(n*(n-1)/2, double)) || !(dfit = NAG_ALLOC(4*(n*(n-1)/2), double)) || !(e = NAG_ALLOC(n, double)) || !(x = NAG_ALLOC(n*n, double))) { printf("Allocation failure\n"); exit_status = -1; goto END; } tdx = n; } else { printf("Invalid ndim or n.\n"); exit_status = 1; return exit_status; } nn = n * (n - 1) / 2; for (i = 1; i <= nn; ++i) scanf("%lf", &d[i-1]); /* nag_mv_prin_coord_analysis (g03fac). * Principal co-ordinate analysis */ nag_mv_prin_coord_analysis(Nag_LargeEigVals, n, d, ndim, x, tdx, e, &fail); if (fail.code != NE_NOERROR) { printf("Error from nag_mv_prin_coord_analysis (g03fac).\n%s\n", fail.message); exit_status = 1; goto END; } /* nag_mv_ordinal_multidimscale (g03fcc). * Multidimensional scaling */ nag_mv_ordinal_multidimscale(type, n, ndim, d, x, tdx, &stress, dfit, E04_DEFAULT, &fail); if (fail.code != NE_NOERROR) { printf("Error from nag_mv_ordinal_multidimscale (g03fcc).\n%s\n", fail.message); exit_status = 1; goto END; } printf("\n STRESS = %13.4e\n\n", stress); printf("Co-ordinates\n\n"); for (i = 1; i <= n; ++i) { for (j = 1; j <= ndim; ++j) printf("%10.4f", X(i, j)); printf("\n"); } END: NAG_FREE(d); NAG_FREE(dfit); NAG_FREE(e); NAG_FREE(x); return exit_status; }