Mathematics I / Inner Product Spaces and Orthogonality
Practice question · Multiple choice

Gram-Schmidt takes a perfectly good basis and replaces it with an orthonormal one. Why is that worth the computation, when the original basis already gives every vector unique coordinates?

Hints
  1. Given a basis and a vector, how do you actually FIND the coordinates in each case?
  2. Ask what the inner product with a basis vector tells you when the others are perpendicular to it.
Show the answer

A. Because each coordinate becomes a single inner product.

Why

Both bases give unique coordinates and differ entirely in what it costs to get them: a general basis means solving a linear system for every vector, where an orthonormal one gives cᵢ = ⟨w, eᵢ⟩ because every other term is killed. That independence is what makes the idea far-reaching. Fourier series are this construction in a space of functions.

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