Romberg Integration Calculator

Pick a function, set the interval and number of levels to estimate the integral by Romberg integration.

How it is calculated

You choose one of four built-in functions (x², sin x, eˣ, 1/(1+x²)), the limits a and b (b must be greater than a) and a number of levels L from 1 to 10. The first column of the Romberg table holds trapezoid estimates with 1, 2, 4, 8 … intervals: R(i,0) = ½·R(i−1,0) + h·Σ f(midpoints), with h halved each row. Each further column applies Richardson extrapolation: R(i,j) = (4j·R(i,j−1) − R(i−1,j−1)) ÷ (4j − 1).

The answer shown is the bottom-right entry of the table, rounded to six decimals. Only that final estimate is displayed, not the whole table. L = 1 is just one trapezoid over the whole interval. A decimal number of levels is cut down to a whole number, and values outside 1–10 give no result. The sine function works in radians.

Worked example

Integrate eˣ from 0 to 1 with 4 levels. The first column of trapezoid estimates is 1.859141, 1.753931, 1.727222 and 1.720519. Extrapolating gives a second column 1.718861, 1.718319, 1.718284, then 1.718283, 1.718282, and finally the corner entry 1.718282. The result is 1.718282, which matches the exact value e − 1 = 1.718282 to six decimals, while the plain 4-level trapezoid value was still off at 1.720519.

Try this example →

Common mistakes

  • Entering limits in degrees for sin x. The function uses radians, so the integral from 0 to 180 is not the integral over half a turn; use 0 to 3.14159 instead.
  • Using too few levels on a wide or oscillating interval. For sin x over 0 to 100 with 3 levels the estimate is far from the true value, so raise the levels and check that the answer settles.
  • Choosing 1 level and expecting accuracy. One level is a single trapezoid; for sin x from 0 to π it returns 0.000000 instead of 2.
  • Entering the limits in the wrong order (a larger than b). The tool needs b greater than a and gives no result otherwise; swap them and change the sign yourself.
  • Expecting to type any formula. Only the four listed functions are available, and levels above 10 are rejected.

About this calculator

Romberg integration is a numerical method for estimating a definite integral that starts with the trapezoidal rule at increasingly fine subdivisions, then applies Richardson extrapolation to cancel out lower-order error terms and converge on a far more accurate result than the trapezoid rule alone. Each added level roughly squares the accuracy of the previous one.

This calculator lets you pick one of four built-in functions (x², sin x, eˣ or 1/(1+x²)), set the integration interval, and choose how many Romberg levels to compute (1 to 10). It carries out the full triangular table of trapezoidal estimates and their extrapolated refinements internally and shows only the final, most refined estimate, not the table itself. It's a standard technique taught in numerical analysis courses and used by engineers and scientists to integrate functions that don't have a clean closed-form antiderivative.

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