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…
Choose your answer
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?
Answer and explanation
Correct answer B
Both (i) and (iv) are examples of a convex combination of and . A convex combination of and is a linear combination with non-negative weights whose sum is : in (i), and , and in (iv), ensures , , and . Expression (ii) is not a convex combination because the weights sum to more than , and (iii) is not a convex combination in general because need not equal .
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West Bengal SET (WB SET)