∫ Integral Calculator (Definite, Numerical)

Compute the definite integral of any function over [a, b] using Simpson's Rule with 1000 subintervals.

∫ Integral Inputs
Result
∫ f(x) dx
Method
Simpson's Rule, n=1000

Enter a function and bounds a, b to compute the definite integral

Guide

About the Integral Calculator

Last updated: July 2026 · Reviewed by the NeftCal editorial team

This integral calculator computes the definite integral of any function over an interval [a,b] using Simpson's Rule with 1000 subintervals — a numerical integration technique that approximates the signed area under a curve without needing a symbolic antiderivative. Instead of applying integration rules like substitution or integration by parts to find a closed-form formula, it fits parabolas through thousands of tiny slices of your function and sums their areas. This makes it a fast way to evaluate a definite integral for coursework, check a hand-worked answer, or explore concepts like accumulated area, distance, or work directly from a function and two bounds.

What This Integral Calculator Calculates

It computes ∫[a,b] f(x) dx — the signed area between the curve y=f(x) and the x-axis from x=a to x=b — using Simpson's Rule with n=1000 subintervals. The result is a single number, not a symbolic antiderivative like x³/3; area above the x-axis is added and area below the x-axis is subtracted, and reversed bounds (a > b) are handled automatically with the correct sign.

Who Should Use This Calculator

Calculus students verifying a definite integral, physics and engineering students computing distance, work, or signal energy from a function, economics students estimating consumer or producer surplus, and anyone studying numerical methods who wants to see Simpson's Rule applied directly to real bounds. It's equally useful for double-checking an integral you solved symbolically by hand.

Why Numerical Integration Matters

Many real-world functions don't have a simple closed-form antiderivative, and even functions that do can be evaluated numerically far faster than deriving and simplifying a symbolic formula. Numerical integration methods like Simpson's Rule are the same techniques used inside engineering software, physics simulations, and statistical tools whenever an exact analytic integral isn't practical to compute.

Real-World Applications

Physicists integrate a velocity function to find total distance traveled, or a force function to find work done. Engineers compute the area under a stress-strain curve or the energy in a signal. Economists integrate demand and supply curves to estimate consumer and producer surplus. Statisticians integrate a probability density function over an interval to find a probability.

Tips for Accurate Results

  • Avoid bounds that pass through a point where the function is undefined (e.g. 1/x with bounds that include x=0).
  • Remember that area below the x-axis subtracts from the total — a definite integral can be negative even when the "shape" looks similar to a positive one.
  • Use parentheses generously in your expression to avoid ambiguous order of operations.
  • Remember trig functions here use radians, not degrees.
  • Test the calculator on a function with a known exact integral (like x²) to build confidence before trusting it on unfamiliar functions.
Formula

Simpson's Rule, Explained

How this numerical integration calculator turns a function and two bounds into a definite integral

Simpson's Rule (Numerical Integration)
∫[a,b] f(x) dx ≈ (h/3) × [f(a) + f(b) + 4·Σf(odd-indexed points) + 2·Σf(even interior points)]

Subinterval Width
h = (b − a) ÷ n, where n = 1000 (forced to an even number internally)

Reversed Bounds (a > b)
∫[a,b] f(x) dx = −∫[b,a] f(x) dx

Where:
f(x) = the function being integrated, entered using x, + − × ÷ ^, parentheses, and functions like sin, cos, tan, sqrt, exp, ln, log, abs.
a, b = the lower and upper bounds of integration.
n = the number of subintervals (fixed at 1000 for high accuracy).
h = the width of each subinterval, (b−a)/n.
📐

Fits Parabolas, Not Lines

Simpson's Rule fits a parabola through each pair of subintervals instead of a straight line, which follows curved functions far more closely than the Trapezoidal Rule for the same number of slices.

🔢

1000 Subintervals for Precision

Using n=1000 subintervals makes the approximation extremely fine-grained, typically matching the exact analytic value to 6+ decimal places for smooth functions.

➕➖

Signed Area, Not Just Area

Area above the x-axis adds to the total; area below the x-axis subtracts. A definite integral can be zero or negative even when the curve is clearly visible on a graph.

⚙️ Why This Formula Works

Fitting a parabola through three points on the curve captures curvature that a straight-line (trapezoidal) approximation misses, which is why Simpson's Rule error shrinks roughly with h⁴ rather than h² as the number of subintervals grows. With n=1000 subintervals, h is tiny enough that this error becomes negligible for the vast majority of smooth, continuous functions.

🎯 When to Use It

  • Computing total distance traveled from a velocity function, or work from a force function
  • Finding the area under a stress-strain curve or the energy in a signal
  • Estimating consumer or producer surplus as an area between economic curves
  • Integrating a probability density function over an interval to find a probability

📋 Assumptions

  • f(x) is defined and reasonably smooth throughout [a,b]
  • The interval has nonzero width (a ≠ b)
  • n=1000 subintervals is fine enough relative to the function's curvature
  • The function is single-variable (x only) — not a multiple or line integral

⚠️ Limitations of the Formula

  • Purely numerical — never returns a symbolic antiderivative formula
  • Fails if the function is undefined anywhere within the interval [a,b]
  • Accuracy drops for functions with sharp discontinuities, singularities, or extreme oscillation
  • Fixed at n=1000 subintervals — no manual precision control or adaptive refinement
Walkthrough

Step-by-Step: How to Use the Integral Calculator

From entering a function to verifying your result

Enter your function f(x)

Type an expression in x using + − * / ^, parentheses, and supported functions like sin(x), cos(x), sqrt(x), exp(x), ln(x), log(x), and abs(x) — for example x^2.

Enter the lower bound a

Type the numeric value where the interval of integration begins.

Enter the upper bound b

Type the numeric value where the interval of integration ends. If b is smaller than a, the calculator handles the sign automatically.

Click "Calculate"

The calculator applies Simpson's Rule with 1000 subintervals to approximate ∫[a,b] f(x) dx.

Review the result and method

Check the computed integral value plus a note on the method used, including any sign flip if bounds were reversed.

Verify with a known exact integral (optional)

For simple functions like x², compare the numerical result to the exact antiderivative evaluated at the bounds.

Example

Worked Example

∫[0,3] x² dx — a function with a known, easily verified exact integral

Scenario

Find the definite integral of f(x) = x² from a = 0 to b = 3, and compare it against the exact antiderivative x³/3.

Functionf(x) = x²
Lower Bound a0
Upper Bound b3
Step 1 — Split [0,3] into 6 subintervals for illustration: h = (3−0)÷6 = 0.5, giving points x = 0, 0.5, 1, 1.5, 2, 2.5, 3 with f(x) = 0, 0.25, 1, 2.25, 4, 6.25, 9.
Step 2 — Apply Simpson's weights: endpoints ×1 (f(0)=0, f(3)=9), odd-indexed points x=0.5,1.5,2.5 ×4, even interior points x=1,2 ×2.
Step 3 — Sum the weighted values: [0 + 9] + 4×(0.25 + 2.25 + 6.25) + 2×(1 + 4) = 9 + 4×8.75 + 2×5 = 9 + 35 + 10 = 54.
Step 4 — Multiply by h/3: 54 × (0.5 ÷ 3) = 54 × 0.166667 ≈ 9.000000.
Step 5 — Compare to the exact antiderivative: ∫x² dx = x³/3, so [x³/3] from 0 to 3 = 27/3 − 0 = 9. The numerical estimate matches exactly.
Step 6 — Note on the actual tool: the live calculator uses n=1000 subintervals rather than 6, which gives the same result (9.000000) since x² is a smooth polynomial that Simpson's Rule approximates almost perfectly.
∫[0,3] x² dx ≈
9.000000
Exact (x³/3)
9
Method
Simpson's Rule, n=1000

Explanation: Because x² has a simple, well-known exact antiderivative (x³/3), this example makes it easy to see that Simpson's Rule's numerical output (9.000000) matches the true calculus answer (9) almost exactly. For functions without a simple closed-form antiderivative, this same process still works — you just won't have an independent exact answer to compare against, which is where trusting the high subinterval count (n=1000) becomes especially useful.

Interpretation

Understanding Your Integral Result

What the numbers in your result actually represent

OutputWhat It MeansExample Reading
Integral valueThe signed area between the curve and the x-axis from a to b∫[0,3] x² dx = 9 → the area under the parabola from x=0 to 3 is 9 square units
Negative resultThe region below the x-axis outweighs any region above it over [a,b]∫f(x)dx = −5 means the net signed area is negative
Sign flip when a > bThe calculator integrates over [b,a] then negates the result∫[3,0] f(x) dx = −∫[0,3] f(x) dx
Error / undefined resultThe function could not be evaluated somewhere in [a,b] — often a discontinuity or domain restriction1/x from −1 to 1 fails because x=0 is outside the domain

Manual verification: for polynomials and other functions with a known antiderivative F(x), use the Fundamental Theorem of Calculus — compute F(b) − F(a) by hand and compare it to the calculator's result. A close match (typically 5-6 decimal places) confirms the numerical estimate is trustworthy. For functions without a simple closed form, the high subinterval count (n=1000) is generally sufficient evidence of accuracy on its own.

Use Cases

Practical Use Cases for the Integral Calculator

Where a fast, numerical definite integral is genuinely useful

🎓

Calculus coursework

Verify a hand-worked definite integral before submitting homework.

📝

Competitive exam prep

Quickly check integration practice problems for entrance exams and standardized tests.

🚀

Physics: distance from velocity

Integrate a velocity function to find total distance traveled over a time interval.

🔧

Physics & engineering: work done

Integrate a variable force function to compute the work done moving an object.

🏗️

Engineering: area under a curve

Find the area under a stress-strain curve or the energy contained in a signal.

💹

Economics: consumer & producer surplus

Estimate surplus as the area between supply, demand, and price curves.

🎲

Probability & statistics

Integrate a probability density function over an interval to find a probability.

🤖

Data science

Estimate area-under-curve style metrics used in evaluating models and distributions.

💻

Computer graphics & simulation

Compute area and volume quantities used in rendering and physical simulations.

📐

Geometry

Find the area of irregular, curve-bounded shapes defined by a function.

🌊

Environmental & scientific data

Accumulate a measured rate (like flow or emissions) over time into a total quantity.

🧑‍🏫

Teaching demonstrations

Show students how Simpson's Rule approximates area with parabolic segments.

🔍

Checking hand-worked integrals

A fast sanity check for symbolic integration results over specific bounds.

Pros & Cons

Advantages and Limitations

What this numerical integral calculator does well, and where it can't replace a computer algebra system

✅ Advantages

  • Free, instant, and requires no signup or account
  • Runs entirely in your browser — no data ever leaves your device
  • Works for any integrable function you can type as an expression
  • Uses Simpson's Rule with 1000 subintervals for high accuracy
  • Automatically handles reversed bounds (a > b) with the correct sign
  • Clear error handling when the function is undefined in the interval
  • Supports trig, exponential, log, root functions, and constants π and e
  • Fast-loading and fully mobile-friendly
  • Useful across physics, economics, probability, and calculus coursework alike
  • No need to install a computer algebra system (CAS) for a single definite integral
  • Free to reuse for as many functions and bounds as needed
  • Helps build intuition for what a definite integral represents (signed area)

⚠️ Limitations

  • Purely numerical — never returns a symbolic antiderivative formula
  • Approximation error grows for functions with singularities or extreme oscillation
  • Fails if the function is undefined anywhere within [a,b]
  • Cannot evaluate a zero-width interval (a = b)
  • Fixed at n=1000 subintervals — no manual precision control
  • Cannot automatically split an interval around a known discontinuity
  • Not a substitute for learning integration techniques when an exam requires a symbolic answer
  • Only handles proper definite integrals over a finite interval — not indefinite or improper integrals to infinity
Reference

Trapezoidal Rule vs Simpson's Rule vs Monte Carlo Integration

Three ways to numerically approximate a definite integral

MethodApproachTypical Accuracy
Trapezoidal RuleApproximates the area under each subinterval with a straight-line trapezoidO(h²) — good for smooth, well-behaved functions
Simpson's Rule (used here)Fits a parabola through each pair of subintervalsO(h⁴) — typically much more accurate than trapezoidal for the same n
Monte Carlo integrationRandomly samples points and averages function values across the intervalConverges slowly (~O(1/√N)) but scales well to higher-dimensional integrals

Common Mistakes and Expert Tips

❌ Common Mistakes

  • Setting a = b, giving a zero-width interval with no area to compute
  • Choosing bounds that pass through a point where the function is undefined
  • Assuming the result is a symbolic antiderivative rather than a numeric area
  • Forgetting that area below the x-axis counts as negative in a definite integral
  • Mixing up which bound is a and which is b (the calculator handles either order, but it's easy to mistype)
  • Expecting the tool to solve indefinite integrals or integrals to infinity

💡 Expert Tips & Best Practices

  • Cross-check simple polynomial integrals against the Fundamental Theorem of Calculus by hand
  • Split an interval into two integrals around a known discontinuity and add the results
  • Pair this tool with the Derivative Calculator to explore the inverse relationship between differentiation and integration
  • Use the Limit Calculator to see how integrals are built from limits of Riemann sums
  • Remember that a negative result is valid — it means the curve dips below the x-axis on average
  • Use parentheses generously in longer function expressions to avoid ambiguous order of operations
📝

Summary: This integral calculator gives you an instant, numerically accurate definite integral using Simpson's Rule with 1000 subintervals. Pair it with the Derivative Calculator and Limit Calculator to cover differentiation, integration, and limits — the three foundations of first-semester calculus — all computed numerically in your browser.

FAQ

Frequently Asked Questions

Common questions about numerical integration

What is a definite integral?
A definite integral ∫[a,b] f(x) dx represents the signed area between the curve f(x) and the x-axis from x=a to x=b. Area above the x-axis counts positive and area below counts negative.
What is Simpson's Rule?
Simpson's Rule approximates a definite integral by fitting parabolas through groups of points on the curve rather than straight lines. With n=1000 subintervals it is extremely accurate for smooth functions, often matching the exact value to many decimal places.
What happens if the upper bound is smaller than the lower bound?
If b is less than a, the calculator computes the integral over [b,a] normally and then negates the result, since ∫[a,b] f(x) dx = -∫[b,a] f(x) dx when a > b.
What functions can I integrate?
Enter any expression in x using + - * / ^, parentheses, and functions like sin(x), cos(x), sqrt(x), exp(x), ln(x), log(x), and abs(x), for example x^2 or sin(x)/x.
How accurate is Simpson's Rule with n=1000 subintervals?
For smooth, continuous functions, Simpson's Rule with n=1000 subintervals is extremely accurate — often matching the exact analytic value to 6 or more decimal places. Accuracy decreases only for functions with sharp discontinuities, singularities, or extremely rapid oscillation within [a,b].
What happens if the function is undefined somewhere in [a,b]?
If f(x) is undefined anywhere in [a,b] — for example division by zero or the square root of a negative number — the calculator can't evaluate that sample point and displays an error asking you to try a different interval.
What happens if a equals b?
If a equals b, the interval has zero width, so there is no area to compute. The calculator rejects this input and asks for two different bounds rather than silently returning zero.
Can I integrate over an interval containing a discontinuity?
A removable or jump discontinuity strictly between a and b can reduce accuracy or cause the calculation to fail if the function is undefined exactly at that point. For a discontinuity you know about, consider splitting the integral into two separate calculations on either side and adding the results.
What is the difference between Simpson's Rule and the Trapezoidal Rule?
The Trapezoidal Rule approximates the area under each subinterval with a straight-line segment (a trapezoid), while Simpson's Rule fits a parabola through each pair of subintervals. Simpson's Rule is generally far more accurate for the same number of subintervals because parabolas follow curved functions more closely than straight lines.
Does this calculator give the exact value of a definite integral?
No — Simpson's Rule is a numerical approximation, not a symbolic or exact calculation. With n=1000 subintervals it is extremely close to the true value for smooth functions, but it is still an estimate rather than an algebraically exact closed-form answer.
Can I use negative bounds or bounds that include zero?
Yes. Bounds can be negative, positive, zero, or straddle zero — for example integrating from -2 to 3. The calculator handles any real-valued a and b as long as the function is defined throughout the resulting interval.
What is the relationship between a definite integral and area under a curve?
A definite integral ∫[a,b] f(x) dx equals the signed area between the curve and the x-axis from x=a to x=b. Area where f(x) is above the x-axis counts as positive, and area where f(x) dips below the x-axis counts as negative, so the integral can be smaller than the plain geometric area if the curve crosses the axis.
Is this integral calculator free and does it store my data?
Yes. This integral calculator is completely free, requires no signup, and runs entirely in your browser using JavaScript — your function and bounds are never sent to or stored on a server.
Can I use this calculator to check my calculus homework?
Yes, it's a convenient way to check a hand-worked definite integral. Compute the same integral numerically and compare it to your symbolic antiderivative evaluated at the bounds (the Fundamental Theorem of Calculus) — for simple functions the two should match closely, typically to several decimal places.
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