Iterated Integration
over a rectangle is two ordinary integrals nested: inner in (holding ), then outer in — and Fubini says the order does not matter for continuous . Over non-rectangles, the INNER limits depend on the outer variable: covers the triangle under .
On disks and rings, switch to , — but the area element becomes . That extra (a small polar rectangle is wide, not ) is the single most-forgotten factor in the course. It is also the magic that evaluates .
— when the integrand factors and the region is a rectangle, the double integral is a product of singles.
A double integral is how you total anything spread over a region: mass from density, rainfall from intensity maps, probability from joint densities. The average value of over a region is divided by the area — centroids and centers of mass are just coordinate-weighted versions of that same computation.
Find the average of over the rectangle . Work: ; divide by area : average . Sanity: ranges to uniformly, so its average must be the midpoint ✓.
Proofs & Why It Matters
A small polar cell between radii and and angles and is nearly a rectangle: its radial side has length , and its circular side is an arc of radius subtending , of length .
So its area is (exactly , and the second term vanishes in the limit). Summing cells gives .
Let . Then over the plane — switch to polar: . The extra makes the inner integral elementary (): it equals , so and . No one-variable method ever evaluates this integral — the plane does.
Going Deeper: Explanations & Worked Problems
A double integral over a non-rectangle succeeds or fails at the limits. The procedure: (1) sketch the region; (2) choose an order, say inner , outer ; (3) for the OUTER variable record the full interval of values the region occupies; (4) for the INNER variable, freeze , draw the vertical line through the region, and record where it enters and exits — those (usually -dependent) heights are the inner limits. For the triangle with vertices (below the line ): runs to ; the vertical line at enters at and exits at , so . Reversing the order re-derives, never guesses: a horizontal line at height enters at and exits at , so the same integral is . Fubini guarantees the two agree — and when one order is hard (or impossible, as with ), swapping is the standard rescue.
Compute over the triangle below on .
Order 1 (inner ):
Step 1 — inner: .
Step 2 — outer: .
Order 2 (inner ):
Step 1 — inner: (the integrand is constant in , so multiply by the interval length).
Step 2 — outer: . Both orders give — Fubini in action, and a complete template: inner antiderivative, evaluate at the -dependent limits, then an ordinary outer integral.
Compute over the disk of radius .
Step 1 — translate to polar: and , so the integrand becomes .
Step 2 — limits: the full disk is , .
Step 3 — inner integral: .
Step 4 — outer: .
Step 5 — the cautionary rerun: forgetting the extra gives instead of — a wrong answer with no warning sign attached. Writing "" before computing anything is the habit that prevents it.