A topic in the Open Knowledge Graph — a free, open map of 15,290 topics and the order to learn them in.

Fundamental Theorem of Calculus (Rigorous)

Graduate Depth 75 in the knowledge graph ☐ I know this ☆ Set as goal
66topics build on this
324prerequisites beneath it
See this on the map →
Properties of the Riemann IntegralRigorous Definition of the Derivative+1 more→→Introduction to the Lebesgue Integral
fundamental-theorem differentiation integration

Core Idea

The Fundamental Theorem has two parts: (1) if f is continuous on [a,b] and F(x) = ∫ₐˣ f, then F'(x) = f(x); (2) if F is continuous on [a,b], differentiable on (a,b), and F' is integrable, then ∫ₐᵇ F'(x) dx = F(b) - F(a). Together, they formalize that differentiation and integration are inverse operations. The rigorous proof requires uniform continuity and Darboux integrability.

Explainer

From your study of the Riemann integral, you know that ∫_ab f(x)dx is defined as a limit of Riemann sums — a purely geometric object measuring signed area. From your work on rigorous derivatives, you know that f'(x) = lim_{h→0}(f(x+h)−f(x))/h is defined through careful ε-δ limit arguments. The Fundamental Theorem of Calculus (FTC) reveals that these two constructions, developed independently through separate limit processes, are inverse operations of each other.

Part 1 is the more surprising half. Define the accumulation function F(x) = ∫_ax f(t)dt, measuring the signed area under f from a fixed point a to a variable endpoint x. If f is continuous on [a,b], then F is differentiable and F'(x) = f(x). The proof uses continuity directly: for small h, ∫_xx+h f(t)dt ≈ f(x)·h because continuity forces f to stay near f(x) on a short interval. More precisely, by continuity, for any ε > 0 you can find δ so that |f(t) − f(x)| < ε whenever |t − x| < δ. This bounds the difference quotient (F(x+h)−F(x))/h within ε of f(x), establishing the derivative. The continuity hypothesis is doing essential work here — drop it and F can still exist (integrability is weaker than continuity) but need not be differentiable.

Part 2 is the computational workhorse: if F is a continuous antiderivative of f on [a,b], then ∫_ab f(x)dx = F(b) − F(a). The proof links Part 1 to the Mean Value Theorem (which you know from rigorous derivative theory). Let G(x) = ∫_ax f(t)dt be the accumulation function. By Part 1, G'(x) = f(x). By hypothesis, F'(x) = f(x) too, so F' = G' everywhere on (a,b). The MVT implies F − G is constant on [a,b]. Evaluating at x = a: F(a) − G(a) = F(a) − 0 = F(a). So G(x) = F(x) − F(a) for all x, and G(b) = F(b) − F(a).

The rigorous treatment clarifies exactly which hypotheses each part requires and why. Part 2 only needs f to be Riemann integrable (not continuous) and F to be a continuous antiderivative — strictly weaker than Part 1's continuity hypothesis for f. Counterexamples exist for both parts when hypotheses are violated: without continuity in Part 1, the accumulation function can fail to be differentiable at specific points; without integrability in Part 2, the antiderivative evaluation formula breaks down. The theorem doesn't just assert that differentiation and integration undo each other — it precisely characterizes the conditions under which they do, which is why the rigorous version is more powerful than the informal version you may have seen in a first calculus course.

Practice Questions 5 questions

Prerequisite Chain

Understanding Zero → The Number Zero → Counting to Five → Counting to 10 → Counting to 20 → Counting a Set of Objects Up to 20 → Cardinality: The Last Number Counted → Matching Numerals to Quantities → Subitizing Small Quantities → Addition Within 10 → Number Bonds to 10 → Addition Within 20 → Doubles and Near Doubles → Doubles Facts Within 10 → Near Doubles Facts Within 20 → Mental Math Strategies for Addition → Mental Math: Adding and Subtracting Tens → Addition Within 100 → Repeated Addition as Multiplication → Multiplication as Equal Groups → Multiplication: Arrays → Basic Multiplication Facts (0s, 1s, 2s, 5s, 10s) → Multiplication Facts Within 100 → Division as Equal Sharing → Division as Grouping (Measurement Division) → Division: Grouping (Repeated Subtraction) Model → Division: Fair Sharing Model → Division as Equal Sharing → Division as Grouping → Basic Division Facts → Division Facts Within 100 → Multiplication and Division Fact Families → Relationship Between Multiplication and Division → Division Facts as Inverse of Multiplication → Remainders and Quotients in Division → Division Word Problems → Multi-Step Word Problems → Solving Multi-Step Word Problems → Multiplication Word Problems → Division Word Problems → Introduction to Long Division → Factors and Multiples → Prime and Composite Numbers → Equivalent Fractions → Relating Fractions and Decimals → Decimal Place Value → Integers and the Number Line → Comparing and Ordering Integers → Absolute Value → Adding Integers → Subtracting Integers → Multiplying Integers → Dividing Integers → Unit Rates → Proportions → Percent Concept → Converting Between Fractions, Decimals, and Percents → Operations with Rational Numbers → Two-Step Equations → Solving Multi-Step Equations → Equations with Variables on Both Sides → Literal Equations → Slope-Intercept Form → Point-Slope Form → Writing Linear Equations → Parallel and Perpendicular Line Slopes → Graphing Linear Equations → Piecewise Functions → One-Sided Limits → Continuity Definition → Epsilon-Delta Continuity → Rigorous Definition of the Derivative → Riemann Integral via Darboux Sums → Criteria for Riemann Integrability → Properties of the Riemann Integral → Fundamental Theorem of Calculus (Rigorous)

Longest path: 76 steps · 324 total prerequisite topics

Prerequisites (3)

Leads To (1)