Differentiation Under the Integral Sign
A technique (sometimes called Feynman's trick) for evaluating a hard integral by introducing a parameter, differentiating the integral with respect to that parameter to get an easier integral, solving that, then integrating back — useful for computing moments and normalizing constants in probability.
Some integrals resist every standard substitution or integration-by-parts trick, yet become easy once you notice they're really one member of a whole family of integrals indexed by a parameter. Differentiating that family with respect to the parameter can produce a much simpler integral, which you solve directly and then integrate back with respect to the parameter to recover the original answer.
The method
Given a hard integral , find a natural parameter to insert so the integral becomes , with the original problem recovered at a specific value of . Differentiate under the integral sign, , swapping the order of differentiation and integration (valid under mild regularity conditions). If the resulting integral is easy, solve it to get as a function of , then integrate that back over , using a known boundary value of at some convenient to fix the constant of integration.
Worked example
To evaluate , introduce a parameter as with the target and as the known boundary. Differentiating gives , an elementary Laplace-transform integral. Integrating from to infinity (where vanishes) gives , so — a closed-form answer to an integral with no elementary antiderivative.
Differentiation under the integral sign solves a hard integral by embedding it in a parametrized family, differentiating with respect to the parameter to get an easier integral, solving that, and integrating back using a known boundary value — turning problems with no elementary antiderivative into solvable ones.
Related concepts
Practice in interviews
Further reading
- Feynman, Surely You're Joking, Mr. Feynman — 'A Different Box of Tools'