Can Any Matrix Be Expressed as a Linear Combination of Other Matrices?

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SUMMARY

The discussion centers on whether the matrix [[3, 0], [0, 2]] can be expressed as a linear combination of the matrices [[1, 0], [0, 1]] and [[1, 0], [0, 0]]. The conclusion is that a matrix A is a linear combination of matrices B and C if A can be represented as A = a*B + b*C, where a and b are scalars. Participants confirmed that simply adding the matrices is insufficient; instead, one must apply the linear combination formula to derive the correct coefficients.

PREREQUISITES
  • Understanding of matrix operations, specifically addition and scalar multiplication.
  • Knowledge of linear combinations in linear algebra.
  • Familiarity with matrix notation and representation.
  • Basic skills in solving linear equations.
NEXT STEPS
  • Study the concept of linear combinations in linear algebra.
  • Learn about matrix rank and its implications for linear independence.
  • Explore the properties of matrix addition and scalar multiplication.
  • Investigate systems of linear equations and their solutions using Gaussian elimination.
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators looking to clarify concepts related to matrix operations and linear combinations.

hkus10
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1) Is the matrix [upper row 3 0 and lower row 0 2] a linear combination of the matrices [upper row 1 0 and lower row 0 1] and [upper row 1 0 and lower row 0 0]? Justify your answer.

Is it I just have to add the two matrices to see if they are equal the matrix, [upper row 3 0 and lower row 0 2]?

2) Show that the linear system obtained by adding a multiple of an equation in (2) to another equation is equivalent to (2).

How to show that?

Thanks!
 
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hkus10 said:
Is it I just have to add the two matrices to see if they are equal the matrix, [upper row 3 0 and lower row 0 2]?

Not exactly. If A,B, C are matrices, A is a linear combination of B & C if A = a*B + b*C where a and b are scalars. Try it. You'll get your answer pretty quickly.
 
Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

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