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Vector Addition
To add two vectors in , simply add their corresponding entries. That's it: .
Geometrically, vector addition follows the parallelogram rule: place both vectors at the origin, complete the parallelogram, and the sum is the diagonal. Equivalently, place them tip-to-tail.
We can only add vectors of the same size — you can't add a vector in to one in . This constraint will become important when we think about matrix multiplication.
Formal View
Definition 2.3 — Vector Addition
For , their sum is
Why This Matters
Vector addition is the first operation that makes many disparate phenomena unified.
- Force superposition: total force = sum of individual force vectors
- Portfolio returns: portfolio performance = weighted sum (linear combination) of asset returns
- Signal mixing: combined audio signal = sum of individual wave vectors
Quiz
Question 1
What is ?
Common Mistakes
- Adding vectors of different sizes — only vectors of the same dimension can be added.
- Thinking vector addition is somehow different from scalar addition — it's literally just addition applied to each entry.