连续性的组成

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If functions f(x),g(x)f(x),g(x) are continuous, what can we say about their composition f∘g=f(g(x))f\circ g = f(g(x))?

Yes! Now let's see why. Suppose we want to study f(g(x))f(g(x)) for xx close to pp (e.g. how close is f(g(x))f(g(x)) to f(g(p))f(g(p))?).

Let's first think about the inner function gg at or around pp (since g(p)g(p) is an important part of f(g(p))f(g(p))). We know gg is continuous at pp, or in other words, that g(p)g(p) is a good approximation for g(x)g(x) when xx is close to pp. So let's record that: g(x)≈g(p) when x≈p.g(x)\approx g(p)\text{ when } x\approx p.

Now we want to use the continuity of ff. But continuity at what point?

OK, let's first write down what we know about ff, and choose the point later. Continuity at a point qq means that f(y)≈f(q)f(y)\approx f(q) when y≈qy\approx q (we write y,qy,q now to avoid re-using variables). We want to end up with a statement like "f(g(x))≈f(g(p))f(g(x))\approx f(g(p))", so let's take q=g(p)q = g(p): f(y)≈f(g(p)) when y≈g(p).f(y) \approx f(g(p))\text{ when } y\approx g(p).

How can we synthesize what we've learned so far?

Let's revisit our two main results so far: g(x)≈g(p) when x≈p;f(y)≈f(g(p)) when y≈g(p).\begin{align*} g(x) &\approx g(p) \text{ when } x\approx p; \\ f(y) \approx f(g(p)) \text{ when } y &\approx g(p). \end{align*}

Ah, but the solution's now staring us in the face!

Indeed, "substituting" y=g(x)y = g(x), we find that f(g(x))≈f(g(p)) when g(x)≈g(p), when x≈p.f(g(x))\approx f(g(p)) \text{ when } g(x) \approx g(p), \text{ when } x \approx p.

Slightly more precisely,

f(g(x))f(g(x)) is close1_1 to f(g(p))f(g(p)) if g(x)g(x) is close2_2 enough to g(p)g(p), which is in turn guaranteed if xx is close3_3 enough to pp.

Here close2_2 "depends" on close1_1, and close3_3 "depends" on close2_2. Finally, a formal proof:

Fix ϵ1>0\epsilon_1>0. Then f(g(x))f(g(x)) is at most ϵ1\epsilon_1 away from f(g(p))f(g(p)) if g(x)g(x) is at most some ϵ2>0\epsilon_2 > 0 (depending on ϵ1\epsilon_1) away from g(p)g(p), which is in turn guaranteed if xx is at most some ϵ3>0\epsilon_3 >0 (depending on ϵ2\epsilon_2) away from pp.

(Usually people use δ\delta instead of ϵ2\epsilon_2, etc., but that's no big deal.)

Of course, there's no reason to limit ourselves to a single composition. The same reasoning shows that something like A(B(C(x)))A(B(C(x))) is continuous at a point pp if C(x)C(x) is continuous at pp, B(x)B(x) is continuous at C(p)C(p), and A(x)A(x) is continuous at B(C(p))B(C(p)).

Hope this made sense!

Type a concept, like “slope” or “photosynthesis”.

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