Skip to content
← All questions

Why does the lecturer say this representation is unique?

The lecturer states that the representation is unique because, in the context of a direct sum W⊕W⊥=R4W \oplus W^\perp = \mathbb{R}^4, there is only one way to split a given vector into a part belonging to WW and a part belonging to W⊥W^\perp. No other pair of vectors from these subspaces can sum to the same original vector.

Conditions

  • The ambient space is R4\mathbb{R}^4.
  • WW and W⊥W^\perp are the specific subspaces defined on the board.
  • The equation W⊕W⊥=R4W \oplus W^\perp = \mathbb{R}^4 holds.

Reasoning, step by step

  1. Recall the definition of a direct sum, which requires that the intersection of the subspaces is only the zero vector.
  2. Observe the specific decomposition shown: (abcd)=(ab00)+(00cd)\begin{pmatrix}a\\b\\c\\d\end{pmatrix} = \begin{pmatrix}a\\b\\0\\0\end{pmatrix} + \begin{pmatrix}0\\0\\c\\d\end{pmatrix}.
  3. Note the lecturer's explicit verbal assertion that there is no other way of writing the vector using these two subspaces.
  4. Read the handwritten note on the board which states "This representation is UNIQUE."
  5. Conclude that the uniqueness is a fundamental property of the direct sum decomposition being illustrated.

Example

The lecturer says, "of two individual subspaces, the way that I write it is unique. There's no other way of writing that." The board has the handwritten note "This representation is UNIQUE." next to the decomposition.

Common misconceptions

  • Thinking that a vector could be split into a WW-part and a W⊥W^\perp-part in multiple different ways.
  • Assuming that uniqueness only applies to this specific coordinate-aligned example, rather than being a general property of direct sums.

Watch the explanation

Connected concepts

Explore next

Related questions

Find a method

↗
Understand why

↗
Find a method

↗
Meet the concept

↗

Answers are generated from source material and independently checked. Consult the original video or creator if something is unclear.