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Part BCSIR NET June 2023positive-definiteness

Positive definiteness

Let x=(x1,…,xn)x = (x_{1}, \dots, x_{n}) and y=(y1,…,yn)y = (y_{1}, \dots, y_{n}) denote vectors in Rn\mathbb{R}^{n} for a fixed n ≥ 2. Which of the following defines an inner product on Rn\mathbb{R}^{n}?

  1. A.⟨x, y⟩ =∑i,j=1n= \sum_{i,j=1}^n xiyjx_{i}y_{j}
  2. B.⟨x, y⟩ =∑i,j=1n= \sum_{i,j=1}^n (xi2+yj2)(x_{i}^{2} + y_{j}^{2})
  3. C.⟨x, y⟩ =∑j=1n= \sum_{j=1}^n j3xjyjj^{3} x_{j}y_{j}✓ Correct
  4. D.⟨x, y⟩ =∑j=1n= \sum_{j=1}^n xjynx_{j} y_{n}₋j_{j}₊1_{1}

You have the answer. Trap Analysis is why the other three were written.

Not a worked solution repeated four times — the specific reasoning error each wrong option was built to reward, and why this one tests execution slip.

See pricing

50 are analysed free — try those first.

The trap it tests

Execution slip

The idea was right. The computation was not.

Drill statements like this

Related counterexample: A real matrix with all real eigenvalues is orthogonally diagonalisable

More on this topic

The chapter behind this: Inner products, orthogonality and the spectral theorem — free to read

From Inner Product Spaces and Forms › Gram–Schmidt, orthogonal/unitary/normal matrices, spectral theorem

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