Math 2.0

definition

Little o notation

Definition

Let ff and gg be real functions defined on an interval [x0,∞)[x_0, \infty). The notation f(x)=o(g(x))f(x) = o(g(x)) as x→∞x \to \infty means that for each ε>0\varepsilon > 0 there is x1≥x0x_1 \ge x_0 with ∣f(x)∣≤ε∣g(x)∣for all x≥x1.|f(x)| \le \varepsilon |g(x)| \quad \text{for all } x \ge x_1.

Remarks

If g(x)≠0g(x) \ne 0 for large xx, then f=o(g)f = o(g) means that f(x)/g(x)→0f(x)/g(x) \to 0. Each f=o(g)f = o(g) is also f=O(g)f = O(g), in the sense of big O notation. For example, x=o(x2)x = o(x^2) and ln⁡x=o(x)\ln x = o(x) as x→∞x \to \infty. Mathlib defines it for filters, as Asymptotics.IsLittleO.

Explanations

L1 human

The statement f=o(g)f = o(g) says that ff becomes negligible compared with gg. Each fixed fraction of ∣g∣|g| eventually exceeds ∣f∣|f|.

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  1. Big O notation definition
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Sources

  1. Web https://en.wikipedia.org/wiki/Big_O_notation, Little-o notation