Intermediate value theorem

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In analysis, the intermediate value theorem is either of two theorems of which an account is given below.

Intermediate value theorem

File:Intermediatevaluetheorem.png
Intermediate Value Theorem

The intermediate value theorem states the following: Suppose that I is an interval [a, b] in the real numbers R and that f : IR is a continuous function. Then the image set f ( I ) is also an interval, which is [f(a), f(b)] or [f(b), f(a)] .

It is frequently stated in the following equivalent form: Suppose that f : [a, b] → R is continuous and that u is a real number satisfying f (a) < u < f (b) or f (a) > u > f (b). Then for some c in (a, b), f(c) = u.

This captures an intuitive property of continuous functions: given f continuous on [1, 2], if f (1) = 3 and f (2) = 5 then f must be equal to 4 somewhere between 1 and 2. It represents the idea that the graph of a continuous function can be drawn without lifting your pencil from the paper.

The theorem depends on the completeness of the real numbers. It is false for the rational numbers Q. For example, the function f (x) = x2-2 from Q to Q satisfies f (0) = -2, f (2) = 2. However there is no rational number x such that f (x) = 0.

Proof

We shall prove the first case f (a) < u < f (b); the second is similar.

Let S = {x in [a, b] : f(x) ≤ u}. Then S is non-empty (as a is in S) and bounded above by b. Hence by the completeness property of the real numbers, the supremum c = sup S exists. We claim that f (c) = u.

Suppose first that f (c) > u. Then f (c) - u > 0, so there is a δ > 0 such that | f (x) - f (c) | < f (c) - u whenever | x - c | < δ, since f is continuous. But then f (x) > f (c) - ( f (c) - u ) = u whenever | x - c | < δ and then f (x) > u for x in ( c - δ, c + δ) and thus c - δ is an upper bound for S which is smaller than c, a contradiction.

Suppose next that f (c) < u. Again, by continuity, there is a δ > 0 such that | f (x) - f (c) | < u - f (c) whenever | x - c | < δ. Then f (x) < f (c) + ( u - f (c) ) = u for x in ( c - δ, c + δ) and there are numbers x greater than c for which f (x) < u, again a contradiction to the definition of c.

We deduce that f (c) = u as stated.

History

For u=0 above, the statement is also known as Bolzano's theorem; this theorem was first stated by Bernard Bolzano, together with a proof which used techniques which were especially rigorous for their time but which are now regarded as non-rigorous.

Generalization

The intermediate value theorem can be seen as a consequence of the following two statements from topology:

  • If X and Y are topological spaces, f : XY is continuous, and X is connected, then f(X) is connected.
  • A subset of R is connected if and only if it is an interval.

Example of Use in Proof

The theorem, is rarely applied with concrete values; instead it gives some characterization of continuous functions. For example, let for f continuous over the reals. Also, let f be bounded (above and below). Then we can say g equals 0 at least once. To see this, consider the following:

Since f is bounded, we can pick a > sup{f(x)} and b < inf{f(x)}. Clearly g(a) < 0 and g(b) > 0. If f is continuous, then g is also continuous. Since g is continuous, we can apply the intermediate value theorem and state that g must take on the value of 0 somewhere between a and b. This result proves that any continuous bounded function must cross the function, x.

Converse is false

Suppose f is a real-valued function defined on some interval I, and for every two elements a and b in I and for every u between f(a) and f(b) there exists a c between a and b such that f(c) = u. Does have f have to be continuous? The answer is no; the converse of the intermediate value theorem fails. As an example, take the function f(x) = sin(1/x) for x non-zero, and f(0) = 0. This function is not continuous as the limit for x → 0 does not exist; yet the function has the above intermediate value property.

Historically, this intermediate value property has been suggested as a definition for continuity of real-valued functions; this definition was not adopted.

Darboux's theorem states that all functions that result from the differentiation of some other function on some interval have the intermediate value property (even though they need not be continuous).

Intermediate value theorem of integration

The intermediate value theorem of integration is derived from the mean value theorem and states:

If is a continuous function on some interval , then the signed area under the function on that interval is equal to the length of the interval multiplied by some function value such that . I.e.,

External links

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