Solution to complicated systems of three variables using matrices

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SUMMARY

This discussion focuses on solving complicated systems of equations using matrix methods, specifically the row reduction technique. The first system involves logarithmic coefficients, while the second system includes terms with π and exponential functions. Participants suggest rewriting the equations and applying matrix methods such as Gaussian elimination and LU decomposition to find solutions. The discussion emphasizes the importance of understanding matrix representation and manipulation for solving these types of problems.

PREREQUISITES
  • Matrix representation of linear equations
  • Row reduction method for solving systems of equations
  • Gaussian elimination technique
  • Understanding of logarithmic and exponential functions
NEXT STEPS
  • Study the Gaussian elimination process in detail
  • Learn about LU decomposition and its applications in solving linear systems
  • Explore the use of logarithmic and exponential functions in matrix equations
  • Practice solving systems of equations with varying coefficients and methods
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Students and self-learners in mathematics, particularly those studying linear algebra and matrix theory, as well as educators seeking to enhance their teaching of these concepts.

Hyunqul
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Hello,i have been trying to self-study matrices topics, during that I came across two complicated problems, and I wish I could provided with help to solve them : The question asks to solve each of the following system of equations, using row reduction method (Again...I assure that my teacher has not taught us matrices yet...It's a self attempt) :

First system :
View attachment 57

View attachment 61

View attachment 58Second system :

x+(1+pi)y+(1+2pi)z=1+3pi

View attachment 59

(1/4)x+(1/2)y+(3/4)z=1


Thanks.
 

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Hyunqul said:
Hello,i have been trying to self-study matrices topics, during that I came across two complicated problems, and I wish I could provided with help to solve them : The question asks to solve each of the following system of equations, using row reduction method (Again...I assure that my teacher has not taught us matrices yet...It's a self attempt) :

First system :
View attachment 57

View attachment 61

https://www.physicsforums.com/attachments/58Second system :

x+(1+pi)y+(1+2pi)z=1+3pi

https://www.physicsforums.com/attachments/59

(1/4)x+(1/2)y+(3/4)z=1


Thanks.
For the first system, I assume the first equation should be

$(\log4)x+(3+2\log4)y+(6+3\log4)z=4+9\log4 $​
For the second system, divide the second equation by e2. Multiply the last equation by 4.

Both systems have weird coefficients, but are otherwise fairly standard.
 
The matrix form for the firsrt would be
$\begin{bmatrix}log 4 & 3+ 2log 4 & 6+ 3log 4 \\ 1+ log 3 & 5+ 3log 3 & 3+ 5log 3 \\ -1 & 0 & 1 \end{bmatrix}\begin{bmatrix}x \\ y \\ z \end{bmatrix}= \begin{bmatrix}9+ 4log 4 \\ 4+ 7log 3 \\ 2\end{bmatrix}$

For the second
$\begin{bmatrix}1 & 1+ \pi & 1+ 2\pi \\ 4e^2 & 3e^3 & 2e^2 \\ \frac{1}{4} & \frac{1}{2} & \frac{3}{4}\end{bmatrix}\begin{bmatrix}x \\ y \\ z\end{bmatrix}= \begin{bmatrix}1+ 3\pi \\ e^2 \\ 1\end{bmatrix}$
Now use whatever matrix methods you know, Gauss elimination, inverting, LU decomposition. The numbers are peculiarly written, but they are just numbers.

(Not matrix related but an obvious first step is to divide through the second equation in the second set by $e^2$.)

 
Here's an idea. Re-write your equations as

$\log 4\left(x + 2y + 3z-4\right) + 3(y+2z-3) = 0$

$\left(x+2y+3z-4\right) + \ln 3 \left(x+3y+5z-7\right) = 0$

$x - z + 2 = 0$

If you let

$u =x + 2y + 3z-4$, $v = y+2z-3$ and $w =x+3y+5z-7$

then your system becomes

$\begin{align}
\log 4 u + 3v &= 0,\\
u + \ln 3 w &= 0,\\
u - 2v &= 0,
\end{align}$

whose solution is

$u=0$, $v = 0$ and $w=0$.

Thus, you are required to solve

$\begin{align}
x + 2y + 3z&=4,\\
y+2z&=3,\\
x+3y+5z&=7.
\end{align}$
 

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