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  • John Rhodes
  • July 8, 2023
  • Linear Algebra

Proving the Existence of a Solution for Ax = b in Rn: The Importance of Spanning the Range of A

If A is an n x n matrix, then the equation Ax = b has at least one solution for each b in Rn. To show that...
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  • John Rhodes
  • July 8, 2023
  • Linear Algebra

Understanding the Relationship Between the Span of Matrix A Columns and Linear Independence in Math

If the columns of A span R nm then the columns are linearly independent. To understand the relationship between the span of the columns of matrix A...
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  • John Rhodes
  • July 8, 2023
  • Linear Algebra

Proving the Relationship Between the Trivial Solution and Row Equivalence to the Identity Matrix

If the equation Ax = 0 has only the trivial solution, then A is row equivalent to the n x n identity matrix. To prove that if...
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  • John Rhodes
  • July 8, 2023
  • Linear Algebra

The Implications of Row Reducing a Square Matrix to the Identity Matrix and its Connection to Matrix Inverses

If square matrix A can be row reduced to the identity, then A must be invertible. If a square matrix A can be row reduced to the...
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  • John Rhodes
  • July 8, 2023
  • Linear Algebra

Understanding Equality of Line Segments and Endpoints in Mathematics

In general, if AB = AC, then B = C. In general, if AB = AC, then we cannot conclude that B = C In general, if...
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  • John Rhodes
  • July 8, 2023
  • Linear Algebra

Understanding Matrix Multiplication and Dimensions: Explaining why C, the product of matrices A and B, has the same number of columns as A and the same number of rows as B.

Suppose A, B, and C are matrices, and C = AB is defined. Then C has the same number of columns as A and the same number...
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  • John Rhodes
  • July 8, 2023
  • Linear Algebra

Investigating the Properties of Matrix Multiplication: False Statement, Matrix AB = 0

If A and B are matrices, and the product AB is the zero matrix, then A or B must be a zero matrix. To determine if the...
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  • John Rhodes
  • July 8, 2023
  • Linear Algebra

Proving C = D: All Corresponding Entries in C and D are Equal

If B, C, D, are square n x n invertible matrices and BC = BD, then C = D. To prove that C = D, we need...
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