ago
23 views

1 Answer

0 votes
0 votes

linear combination of linearly independent vectors is unique.

proof: assume, there exist 2 different linear combinations of linearly independent vectors $v_1$ and $v_2$ for generating vector $b$.

$c_1v_1 + c_2v_2 = b$       ..................... (1)

$d_1v_1 + d_2v_2 = b$       ...................... (2)

from equation (1) and (2),

$c_1v_1 + c_2v_2 = d_1v_1 + d_2v_2$

$c_1v_1 - d_1v_1 + c_2v_2 - d_2v_2 = 0$

$(c_1 - d_1)v_1 + (c_2 - d_2)v_2 = 0$

take $t_1 = c_1 - d_1$ and $t_2 = c_2 - d_2$

$t_1v_1 + t_2v_2 = 0$

if any one of them $t_1$ or $t_2$ is non-zero then, we can express them like this (assuming only $t_1$ is non-zero and it works also if both are non-zero),

$v_1 = -1/t_1.(t_2v_2) = -t_2/t_1.(v_2)$     ............................(3)

and this is a contradiction as from equation (3) we proved $v_1$ and $v_2$ are linearly dependent.

that means $t_1 = 0$ and $t_2 = 0$.

putting values of $t_1$ and $t_2$.

$c_1 - d_1 = 0 \Rightarrow c_1 = d_1$

$c_2 - d_2 = 0 \Rightarrow c_2 = d_2$

that means if $v_1$ and $v_2$ are linearly independent, there exist unique $c_1, c_2$ such that $c_1v_1 + c_2v_2 = b$.

hence, we can say that linear combination of linearly independent vectors is unique.

ago

Related questions

572
views
0 answers
0 votes
Purple asked Jan 31, 2016
572 views
How to solve this question?
147
views
0 answers
0 votes
329
views
0 answers
0 votes
kidussss asked Jan 13, 2023
329 views
What is the equation of the plane that contains point (-2, 4, 5) and the vector (7, 0, -6) is normal to the plane? And check if this plane intersects the y-axis.
326
views
0 answers
0 votes
kidussss asked Jan 13, 2023
326 views
Find equation of a line passes through the points = (0, 1, 2) and = (-1, 1, 1).