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I have an equation set Ax=b and A(n*m),n<m . To lower down the dimension, I express some vars by other vars, which gives By=c. After some calculation, the values of y is achieved and I want to get x back. How can I accomplish this work?

The main aim is to get the substitution and back substitution, instead of solving the equations.

Remark: n and m are not fixed, the code need to be general for different scales.

For example:

x[1]+x[2]+x[3]==1&&x[2]+x[4]==1

Then we have:

x[1]==x[4]-x[3]&&x[2]==1-x[4]

And after some calculation, I get {x[3],x[4]}=={0,1} and I want to get:

{x[1],x[2],x[3],x[4]}=={1,0,0,1}

I know it's silly to use x[i], as I can't handle matrices well. I believe there is a way to finish all these in the language of matrices.

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    $\begingroup$ Can you clarify a bit more please? First, there are syntax errors/ambiguities (using [] when I think you mean [[]], and = when you mean ==) and your example looks like a system of two equations with four unknowns. $\endgroup$ Commented Feb 17, 2014 at 10:46
  • $\begingroup$ @bobthechemist actually,x[i] can be used as variables, you can think of this as x_i, but x_i means something else in MMA. Here I'm not trying to solve the equations, I'd like to have a method to do the substitution and back substitution. And a method using pure matrices instead of a lot of x[i] would be better. $\endgroup$ Commented Feb 17, 2014 at 11:07
  • $\begingroup$ Solve seems to be what you're after. Or perhaps LinearSolve[A, b] plus NullSpace[A] $\endgroup$ Commented Feb 17, 2014 at 11:14
  • $\begingroup$ ReplaceAll with a certain set of rules comes to mind ... $\endgroup$ Commented Feb 17, 2014 at 12:23
  • $\begingroup$ As $n<m$, $\boldsymbol{\mathrm A}\cdot \boldsymbol{x}=\boldsymbol{b}$ is an underdetermined system, Solve should have no problem to handle it. $\endgroup$ Commented Feb 17, 2014 at 14:27

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