Proving R is Infinite-Dimensional & Solving 3 Variable System

  • Context: Graduate 
  • Thread starter Thread starter seju79
  • Start date Start date
  • Tags Tags
    System Variable
Click For Summary
SUMMARY

The discussion establishes that the space R over the field of rational numbers Q is infinite-dimensional, as a finite basis would imply countability of real numbers, which contradicts their uncountability. For the system of equations, the values of lambda and μ are critical in determining the nature of solutions: (i) no solution occurs when lambda equals 5 and μ is not equal to 9; (ii) a unique solution exists when lambda is not equal to 5, with μ being arbitrary; (iii) an infinite number of solutions arises when both lambda equals 5 and μ equals 9.

PREREQUISITES
  • Understanding of infinite-dimensional vector spaces
  • Familiarity with systems of linear equations
  • Knowledge of row reduction techniques for matrices
  • Basic concepts of rational and real numbers
NEXT STEPS
  • Study the properties of infinite-dimensional spaces in linear algebra
  • Learn about the implications of countability in set theory
  • Explore advanced techniques in row reduction and matrix theory
  • Investigate the relationship between rational and real numbers in vector spaces
USEFUL FOR

Mathematicians, students of linear algebra, and anyone interested in advanced topics in vector spaces and systems of equations.

seju79
Messages
3
Reaction score
0
(1) Show that the space R over the field of rational numbers Q with the usual operations is infinite dimensional.

(2) Find the values of lambda and μ so that the system
2x1 + 3x2 + 5x3 = 9
7x1 + 3x2 − 2x3 = 8
2x1 + 3x2 + lamdax3 = μ
has (i) no solution, (ii) a unique solution, and (iii) an infinite number of
solutions.

Hints:::(2) (i) lamda= 5, μ [tex]\neq[/tex] 9 (ii) lamda [tex]\neq[/tex] 5, μ arbitrary (iii) lamda = 5, μ = 9.
 
Physics news on Phys.org
1) If it the space were finite dimensional, there would exist a finite basis: a finite number of real numbers such that every real number can be written as a sum of rational numbers times those real numbers. Since the set of rational numbers is countable, that would imply that the set of real numbers is countable.

2) Row reduce the augmented matrix to a triangular form (you don't need to get 0s above the diagonal). The last row will be all 0s except for functions of [itex]\mu[/itex] and [itex]\lambda[/itex] in the last two places, corresponding to the equation [itex]f(\mu,\lambda)x_3= g(\mu,\lambda)[/itex]. If [itex]f(\mu,\lambda)[/itex] is not 0, then you can divide both sides by [itex]f(\mu,\lambda)[/itex] to get a single value for [itex]x_3[/itex]. You will then have to look at the row above to see if the coefficient of [itex]x_2[/itex] is also non-zero. Values of [itex]\mu[/itex] and [itex]\lambda[/itex] that make both of those coefficients non-zero give a unique solution.

If [itex]f(\mu,\lambda)= 0[/itex], then if [itex]g(\mu,\lambda)[/itex] not 0, there is no solution. Values of [itex]\mu[/itex] and [itex]\lambda[/itex] that make f= 0, but g not equal to 0 give no solution.

If [itex]f(\mu,\lambda)[/itex] and [itex]g(\mu,\lambda)[/itex] are both 0, you again need to look at the second row. Values of [itex]\mu[/itex] and [itex]\lambda[/itex] that make the entire row 0 give an infinite number of solutions, values that make the coefficient of [math]x_2[/math] 0 while the last number in the row non-zero give no solutions.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
659
  • · Replies 1 ·
Replies
1
Views
6K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 10 ·
Replies
10
Views
4K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 51 ·
2
Replies
51
Views
11K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K