How Can You Solve the Linear System Ax=b with Given Vectors a1 and a3?

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SUMMARY

The discussion focuses on solving the linear system Ax = b, where the augmented matrix (A|b) is provided in reduced row echelon form. The solution for part a is derived as x1 = -2 - 2r - 3t - w, x2 = 5 - 2t - 4w, x3 = r, x4 = t, and x5 = w. For part b, given the vectors a1 = (1, 1, 3, 4) and a3 = (2, -1, 1, 3), the correct vector b is determined to be b = (8, -7, -1, 7)^T, as confirmed by the textbook solution. The discussion emphasizes the importance of understanding the relationship between the column vectors and the variables in the linear system.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically linear systems and augmented matrices.
  • Familiarity with reduced row echelon form (RREF) and its implications for solution sets.
  • Knowledge of vector notation and operations, particularly with column vectors.
  • Ability to manipulate equations and express variables in terms of free variables.
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  • Study the properties of reduced row echelon form (RREF) in linear algebra.
  • Learn about vector spaces and the role of column vectors in linear systems.
  • Explore the concept of free variables and their significance in finding solutions to linear equations.
  • Investigate the use of MATLAB or Python libraries for solving linear systems programmatically.
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Students and professionals in mathematics, engineering, and computer science who are working with linear systems, particularly those seeking to deepen their understanding of vector relationships and solution methods in linear algebra.

jtruth914
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Let Ax = b be a linear system whose augmented matrix (A|b) has reduced row echelon form
1 2 0 3 1 ||-2
0 0 1 2 4 || 5
0 0 0 0 0 || 0
0 0 0 0 0 || 0a) Find all solutions to the system

b)If


a1= (1,1,3,4) and a3= (2,-1,1,3)
determine b.
I got part a to be
x1=-2-2r-3t-w
x2=5-2t-4w
x3=r
x4=t
x5=w

I'm having difficulty getting part b. I know a1 and a3 are column vectors and I know Ax=x1a1+x2a2+...+xnan. The textbook solution says its b=(8,-7,-1,7)^T
 
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I have no idea what you mean by "a1" and "a2"! If we call the variables x1, x2, x3, x4, and x5 (I thought at first the you meant "a1" and "a2" to be the first of those but those are, of course, numbers, not vectors) then the two equations become x1+ 2x2+ 3x4+ x5= 2 and x3+ 2x4+ 4x5= 5. From the first, x1= 2- 2x2- 3x4- x5 and from the second, x3= 5- 2x4- 4x5. So you can choose x2, x4, and x5 to be anything you want, then calculate x1 and x3.
 

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