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Monotonic

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A real function or sequence is called monotonic if it either constantly increases or decreases. Thus, the sequence 1, 2, 4, 8, 16, \ldots of powers of 2 is monotonically increasing because each term is larger than the previous. The function f(x) = x^2 is monotonically decreasing on the interval (-\infty, 0] and monotonically increasing on the interval [0, \infty). However, the function f(x) = x^2 is not monotonic over the entire real line because it sometimes increases and sometimes decreases.

More formally, a function f is monotonically increasing (resp. decreasing) if a \leq b \Longrightarrow f(a) \leq f(b) (resp. f(a) \geq f(b). The function is strictly monotonic if, in addition, a \neq b \Longrightarrow f(a) \neq f(b).

A differentiable function is monotonically increasing (resp. decreasing) if and only if its derivative is nonnegative (resp. nonpositive).

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