Why can matrix subtraction be rewritten as adding negative one times the second matrix?
Conditions
- Scalar multiplication by -1 is defined entrywise.
- Matrix addition is defined entrywise.
- A and B have the same dimensions.
Reasoning, step by step
- Start with expression A - B.
- Recognize that subtracting B is adding -B.
- Express -B as scalar multiplication: (-1) * B.
- Rewrite the full expression as .
- Verify that entrywise calculation yields the same result as direct subtraction.
Example
The board rewrites [[0, 1], [3, 2]] - [[-1, 3], [0, 5]] as [[0, 1], [3, 2]] + (-1)[[-1, 3], [0, 5]]. Checking the first entry: , which matches 0 - (-1).
Common misconceptions
- Thinking subtraction requires a completely new independent definition.
- Confusing scalar multiplication by -1 with transposition or inversion.
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