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Given (i) αx + βy, α + β = 1, α, β ≥ 0 (ii) αx + βy, α + β > 1 (iii) (1 – α)x + (1 – β)y, 0 < α < 1 0 <…

Both (i) and (iv) are examples of a convex combination of \(x\) and \(y\). A convex combination of \(x\) and \(y\) is a linear combination with non-negative weights whose…

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Given
(i) αx + βy, α + β = 1, α, β ≥ 0
(ii) αx + βy, α + β > 1
(iii) (1 – α)x + (1 – β)y, 0 < α < 1
0 < β < 1
(iv) αx + (1 – α)y, 0 ≤ α ≤ 1
Which of the above is example of convex combination of x and y?

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Answer and explanation

Correct answer B

Both (i) and (iv) are examples of a convex combination of xx and yy. A convex combination of xx and yy is a linear combination with non-negative weights whose sum is 11: in (i), α,β≥0\alpha, \beta \geq 0 and α+β=1\alpha + \beta = 1, and in (iv), 0≤α≤10 \leq \alpha \leq 1 ensures α≥0\alpha \geq 0, 1−α≥01 - \alpha \geq 0, and α+(1−α)\alpha + (1 - \alpha) =1= 1. Expression (ii) is not a convex combination because the weights sum to more than 11, and (iii) is not a convex combination in general because (1−α)+(1−β)(1 - \alpha) + (1 - \beta) =2−(α+β)= 2 - (\alpha + \beta) need not equal 11.

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  • West Bengal SET (WB SET)

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