7. Answer the following questions. 1) Determine that $f(x_1, x_2) = -x_1^2 - x_1 x_2 - 2x_2^2$ for $S = R^2$ is convex, concave, or neither. 2) Determine that $f(x_1, x_2) = x_1^2 + 3x_1 x_2 + 2x_2^2$ for $S = R^2$ is convex, concave, or neither.
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A function f(x) is convex if for any two points x1 and x2 in the domain S and for any λ ∈ [0,1], the following inequality holds: f(λx1 + (1-λ)x2) ≤ λf(x1) + (1-λ)f(x2). Show more…
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