let K be Field; for A, B being Matrix of K st width A = len B holds
( the_rank_of (A * B) <= the_rank_of A & the_rank_of (A * B) <= the_rank_of B )
let A, B be Matrix of K; ( width A = len B implies ( the_rank_of (A * B) <= the_rank_of A & the_rank_of (A * B) <= the_rank_of B ) )
assume A1:
width A = len B
; ( the_rank_of (A * B) <= the_rank_of A & the_rank_of (A * B) <= the_rank_of B )
set AB = A * B;
A2:
width (A * B) = width B
by A1, MATRIX_3:def 4;
per cases
( the_rank_of (A * B) = 0 or the_rank_of (A * B) > 0 )
;
suppose A3:
the_rank_of (A * B) > 0
;
( the_rank_of (A * B) <= the_rank_of A & the_rank_of (A * B) <= the_rank_of B )set AT =
A @ ;
A4:
width (A * B) > 0
by A3, MATRIX13:74;
then A5:
width A > 0
by A1, A2, MATRIX_1:def 4;
then A6:
len (A @ ) = width A
by MATRIX_2:12;
set BT =
B @ ;
set BA =
(B @ ) * (A @ );
width (A @ ) = len A
by A5, MATRIX_2:12;
then A7:
(
width (A @ ) = 0 implies
len (A @ ) = 0 )
by A5, MATRIX_1:def 4;
then A8:
dim (Space_of_Solutions_of (A @ )) = (width (A @ )) - (the_rank_of (A @ ))
by Th68;
A9:
width (B @ ) = len B
by A2, A4, MATRIX_2:12;
then
(
width (B @ ) = 0 implies
len (B @ ) = 0 )
by A2, A4, MATRIX_1:def 4;
then A10:
Space_of_Solutions_of (A @ ) is
Subspace of
Space_of_Solutions_of ((B @ ) * (A @ ))
by A1, A6, A9, A7, Th72;
A11:
width ((B @ ) * (A @ )) = width (A @ )
by A1, A6, A9, MATRIX_3:def 4;
then
dim (Space_of_Solutions_of ((B @ ) * (A @ ))) = (width ((B @ ) * (A @ ))) - (the_rank_of ((B @ ) * (A @ )))
by A5, A7, Th68, MATRIX_2:12;
then
(width (A @ )) - (the_rank_of (A @ )) <= (width (A @ )) - (the_rank_of ((B @ ) * (A @ )))
by A11, A10, A8, VECTSP_9:29;
then
the_rank_of (A @ ) >= the_rank_of ((B @ ) * (A @ ))
by XREAL_1:12;
then A12:
the_rank_of A >= the_rank_of ((B @ ) * (A @ ))
by MATRIX13:84;
(
width A = 0 implies
len A = 0 )
by A1, A2, A4, MATRIX_1:def 4;
then A13:
Space_of_Solutions_of B is
Subspace of
Space_of_Solutions_of (A * B)
by A1, A2, A4, Th72;
(
dim (Space_of_Solutions_of B) = (width B) - (the_rank_of B) &
dim (Space_of_Solutions_of (A * B)) = (width (A * B)) - (the_rank_of (A * B)) )
by A2, A4, Th68;
then A14:
(width B) - (the_rank_of B) <= (width B) - (the_rank_of (A * B))
by A2, A13, VECTSP_9:29;
(B @ ) * (A @ ) = (A * B) @
by A1, A2, A4, MATRIX_3:24;
hence
(
the_rank_of (A * B) <= the_rank_of A &
the_rank_of (A * B) <= the_rank_of B )
by A14, A12, MATRIX13:84, XREAL_1:12;
verum end; end;