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Questions › DSE › DSE 2018 › Q10
4 marks, −1Mathematics › Vector spaces, rank and eigenvalues › Linear independence, span and basisModerateabout 2 min

DSE 2018 Question 10: Vector spaces, rank and eigenvalues

The set {f1,…,fn}\{f_1, \dots, f_n\}{f1​,…,fn​}, where each fkf_kfk​ is a real-valued function defined on R\mathbb{R}R, is said to be linearly independent if c1,…,cn∈Rc_1, \dots, c_n \in \mathbb{R}c1​,…,cn​∈R and ∑k=1nckfk(x)=0\sum_{k=1}^{n} c_k f_k(x) = 0∑k=1n​ck​fk​(x)=0 for every x∈Rx \in \mathbb{R}x∈R implies c1=⋯=cn=0c_1 = \dots = c_n = 0c1​=⋯=cn​=0. Suppose fk(x)=xkf_k(x) = x^kfk​(x)=xk for all x∈Rx \in \mathbb{R}x∈R and k=1,…,nk = 1, \dots, nk=1,…,n. Then,

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The set {f₁, …, fₙ}, where each fₖ is a real-valued function defined on ℝ, is said to be linearly independent if c₁, …, cₙ ∈ ℝ and Σₖ₌₁ⁿ cₖ fₖ(x) = 0 for every x ∈ ℝ implies c₁ = … = cₙ = 0. Suppose fₖ(x) = x^k for all x ∈ ℝ and k = 1, …, n. Then, (A) the set {f₁, …, fₙ} is linearly independent (B) each pair of these functions is linearly independent, but larger n -tuples are not (C) only the subset of odd-numbered functions and the subset of even-numbered functions are linearly independent (D) every proper subset of this set of functions is linearly independent, but the whole set is not

Also written as: The set {f_1,..., f_n}, where each f_k is a real-valued function defined on R, is said to be linearly independent if c_1,..., c_n in R and sum_(k=1)^n c_k f_k(x) = 0 for every x in R implies c_1 =... = c_n = 0. Suppose f_k(x) = x^k for all x in R and k = 1,..., n. Then,

Vector spaces, rank and eigenvalues has come up 41 times in 6 exams since 2008.

What this question tests

This question is on Linear independence, span and basis, part of Vector spaces, rank and eigenvalues in Mathematics.

Whether vectors depend on each other, what they span and when they form a basis.

TestStop has 13 past-paper questions on this subtopic; the nearest in year are below.

  • IIT JAM 2021 · Q20Let W be the subspace of ℝ³ spanned by (0, -1, 2) and (2, -1, 0). Which one of the following vectors lies in…
  • IIT JAM 2022 · Q6Let W be a subspace of a vector space ℝ³. Then which of the following sets of vectors forms a basis of W?
Practise Vector spaces, rank and eigenvaluesMore on Linear independence, span and basis

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Question from the DSE 2018 paper. Solutions are TestStop's own. Not affiliated with or endorsed by any examination authority.