Intermediate value theorem Created 2026-09-24 Updated 2026-10-14
The intermediate value theorem says that a real-valued continuous function cannot skip a value between two of its outputs. Let and let be a continuous function on the entire closed interval . ThenThe word "between" includes both endpoint values: choose when , or when . If is strictly between them, every such lies in the open interval . Continuity on means continuity at every interior point, together with the endpoint one-sided limits and . No derivative is required.[ref]
Calculus Volume 1 by Gilbert Strang and others. §2.4, Continuity over an Interval and Theorem 2.11, The Intermediate Value Theorem
For finding a zero of a function, the useful special case isStrictly opposite endpoint signs certify a root bracket, because zero is strictly between and . If an endpoint value is already zero, that endpoint supplies a zero of a function directly; an interior zero of a function need not exist. For example, on has its only zero of a function at the left endpoint. The intermediate value theorem guarantees existence, but neither uniqueness nor a necessary sign-change test. Its numerical usefulness is that the bisection method can turn existence into successively tighter root brackets.
Three explicit functions separate the hypotheses from the conclusion. These are original mathematical illustrations, not measured data.
The polynomial function is a continuous function on , with and . The intermediate value theorem guarantees at least one zero of a function in the interior, while the polynomial factorization displays three: . Thus strict opposite signs do not establish uniqueness.
The everywhere-defined functionhas and , yet no zero of a function. Its jump discontinuity at zero is exactly where the continuity hypothesis fails. A drawn vertical connector would be misleading: the function graph contains neither the intermediate heights nor a zero of a function at that jump. Even continuity only on the interior is insufficient: setting for and gives opposite endpoint signs on with no zero of a function, because the left one-sided limit at is not .
The polynomial function on is a continuous function, and , yet . Its root of a polynomial at zero has multiplicity of a root two. The function graph touches its horizontal tangent line there and stays positive on both sides: existence of a zero of a function does not require a sign change. More generally, near a real root of a polynomial , a polynomial factorization with and has the same sign on both sides sufficiently close to , since the continuous function retains its sign. The intermediate value theorem does not rule out values outside the range between endpoint outputs.[ref]
Calculus Volume 1 by Gilbert Strang and others. §2.4, Example 2.37: positive endpoint values do not exclude an interior zero; Theorem 2.11 requires continuity on the whole interval
