CCodeDir:="./"; minor := proc(A::Matrix,P::prime) # Input: an m x n matrix A of polynomials over Z and (optionally) a prime P. # Output: (r::posint,R::list(posint),C::list(posint)) where # r = rank(A) and R and C are lists of row and column indices, respectively, # such that the r x r submatrix A[R,C] has rank r. # Do this by evaluating all variabels at random values mod P local n,m,p,U,X,S,B,i,j,k,row,col,inv,mu,rank,c,piv,x,NZ,ij; n := LinearAlgebra:-RowDimension(A); m := LinearAlgebra:-ColumnDimension(A); if nargs=1 then p := 2^62-57; else p := P fi; U := rand(p); X := indets(A); S := {seq( x=U(), x in X )}; B := Matrix(n,m); #for i to n do for j to m do B[i,j] := Eval(A[i,j],S) mod p; od od; for ij in indices(A) do B[op(ij)] := Eval(A[op(ij)],S) mod p; od; printf("minor: starting elimination\n"); for i to n do piv[i] := i; od; rank := 0; c := 0; k := 1; while k <= n and c < m do c := c+1; # next column for i from k to n while B[piv[i],c] = 0 do od; # select non-zero pivot if i>n then next; fi; # move to next column piv[k],piv[i] := piv[i],piv[k]; rank := rank+1; # increase rank row[rank] := piv[k]; col[rank] := c; inv := 1/B[piv[k],c] mod p; NZ := [seq( `if`( B[piv[k],j]=0, NULL, j ), j=c+1..m )]; # improve for sparse case for i from k+1 to n do if B[piv[i],c] = 0 then next fi; mu := B[piv[i],c]*inv mod p; #for j from c+1 to m do for j in NZ do B[piv[i],j] := B[piv[i],j] - mu*B[piv[k],j] mod p; od; B[piv[i],c] := 0; od; k := k+1; # next row od; return rank, [seq( row[j], j=1..rank )], [seq( col[j], j=1..rank )]; end: Cminor := define_external('minor64s', AA::ARRAY(1..nn,1..mm,integer[8],order=C_order), nn::integer[8], mm::integer[8], ROWS::ARRAY(1..nn,datatype=integer[4]), COLS::ARRAY(1..mm,datatype=integer[4]), pp::integer[8], LIB=cat(CCodeDir,"minor.so"), RETURN::integer[4]): #minor64( A, n, m, R, C, p ) -> r minor := proc(A::Matrix,P::prime) local n,m,p,U,X,S,B,i,j,R,C,rank,ij,x,indsA; n := LinearAlgebra:-RowDimension(A); m := LinearAlgebra:-ColumnDimension(A); printf("minor: %d x %d\n",n,m); if nargs=1 then p := 2^62-57; else p := P fi; U := rand(p); X := indets(A); S := {seq( x=U(), x in X )}; B := Matrix(n,m,datatype=integer[8],order=C_order); #for i to n do for j to m do B[i,j] := Eval(A[i,j],S) mod p; od od; indsA := [indices(A)]; printf("minor: #nonzero=%d\n",nops(indsA)); for ij in indsA do B[op(ij)] := Eval(A[op(ij)],S) mod p; od; R := Array(1..n,datatype=integer[4]); C := Array(1..m,datatype=integer[4]); printf("minor: starting elimination\n"); rank := Cminor(B,n,m,R,C,p); #printf("rank=%d\n",rank); R := [seq( R[i]+1, i=1..rank )]; C := [seq( C[i]+1, i=1..rank )]; #printf("R=%a\n",R); #printf("C=%a\n",C); return rank, R, C; end: