If a function that is differentiable over is monotonically decreasing and then as approaches infinity, is
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Using the fact that the value of f ( x ) does not approach negative infinity as x approaches infinity it must be the case that the value of f ( x ) converges to some value k .
Since the function is monotonically decreasing the gradient must be negative but, in order to converge, the gradient of the function must approach 0 towards infinity. Hence, the second derivative must be positive therefore the function is concave up.