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Romberg's method
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== A geometric example == To estimate the area under a curve the trapezoid rule is applied first to one-piece, then two, then four, and so on. [[File:One-piece Trapezoid Approximation.svg|alt=One-piece approximation|thumb|One-piece. Note since it starts and ends at zero, this approximation yields zero area.]] [[File:Two-piece Trapezoid Approximation.svg|alt=Two-piece approximation|thumb|Two-piece]] [[File:Four-piece Trapezoid Approximation.svg|alt=Four-piece approximation|thumb|Four-piece]] [[File:Eight-piece Trapezoid Approximation.svg|alt=Eight-piece approximation|thumb|Eight-piece]] After trapezoid rule estimates are obtained, [[Richardson extrapolation]] is applied. *For the first iteration the two piece and one piece estimates are used in the formula {{math|{{sfrac|4 Γ (more accurate) β (less accurate)|3}}}}. The same formula is then used to compare the four piece and the two piece estimate, and likewise for the higher estimates *For the second iteration the values of the first iteration are used in the formula {{math|{{sfrac|16 Γ (more accurate) β (less accurate)|15}}}} *The third iteration uses the next power of 4: {{math|{{sfrac|64 Γ (more accurate) β (less accurate)|63}}}} on the values derived by the second iteration. *The pattern is continued until there is one estimate. {{Table alignment}} {| class="wikitable col1right col2right" |- ! Number of pieces || Trapezoid estimates || First iteration || Second iteration || Third iteration |- | || || {{math|1={{sfrac|4 {{abbr|MA|more accurate}} β {{abbr|LA|less accurate}}|3}}}} || {{math|1={{sfrac|16 MA β LA|15}}}} || {{math|1={{sfrac|64 MA β LA|63}}}} |- |1||0 || {{math|1={{sfrac|4Γ16 β 0|3}} = 21.333...|size=90%}} || {{math|1={{sfrac|16Γ34.667 β 21.333|15}} = 35.556...|size=90%}} || {{math|1={{sfrac|64Γ42.489 β 35.556|63}} = 42.599...|size=90%}} |- |2||16 || {{math|1={{sfrac|4Γ30 β 16|3}} = 34.666...|size=90%}} || {{math|1={{sfrac|16Γ42 β 34.667|15}} = 42.489...|size=90%}} || |- |4||30 || {{math|1={{sfrac|4Γ39 β 30|3}} = 42|size=90%}} || || |- |8||39 || || || |- |- |}
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