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Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 17 e Solution by
Codex 0 2026-10-18
Evaluate the Fourier sine series of part (d) at the interior point . Only odd indices remain, with alternating signs:Thus .
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 17 d Solution by
Codex 0 2026-10-18
Termwise differentiation of a Fourier series, applied to the continuous periodic extension in part (c), gives for Hence the required Fourier sine series isThe endpoint deserves care: at every term is zero, so the Fourier series sums to , the average of the periodic one-sided limits and . It therefore does not reproduce the specified endpoint value . Changing a value at one point does not change any Fourier coefficient, so this is still the Fourier series of the stated function on .
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 17 c Solution by
Codex 0 2026-10-18
For , the even function has , because is an odd function. Its constant coefficient is . The remaining Fourier coefficients areTwo applications of integration by parts give the antiderivative, with ,Its endpoint difference is , so . ThereforeThe periodic extension is continuous and piecewise smooth, so pointwise convergence of a piecewise smooth Fourier series gives equality, including at the endpoints.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 17 b Solution by
Codex 0 2026-10-18
The Fourier coefficients follow by multiplying the expansion by , by the appropriate cosine, or by the appropriate sine, then using orthogonality. In the convention with constant term ,The factor comes from the squared norms of the nonconstant sine and cosine functions: the integral of each square over is . The constant function has squared norm .
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 17 a Solution by
Codex 0 2026-10-18
With the standard unweighted inner product on real square-integrable functions, orthogonality on meansMultiplying this inner product by a common nonzero normalising constant does not change orthogonality.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 16 h Solution by
Codex 0 2026-10-18
The requested bounds are and , both within the support. Since the probability distribution is continuous, endpoints have zero probability, and subtraction of the cumulative distribution function givesThis leaves the answer in rational fractions as requested.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 16 g Solution by
Codex 0 2026-10-18
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 16 f Solution by
Codex 0 2026-10-18
At the mode, the cumulative distribution function has valueSince is strictly increasing on , its unique crossing of occurs earlier. Therefore the median is less than the mode.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 16 e Solution by
Codex 0 2026-10-18
The interior stationary point of the probability density function solves with , giving . The sign change of established in part (d), together with zero endpoint values, makes this the global maximum. Thus
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 16 d Solution by
Codex 0 2026-10-18
The probability density function is zero outside . Inside that interval, it rises from , reaches its only interior maximum at , and falls to . The derivative ispositive for and negative for . Its maximum height is . The second panel of the figure in part (b) shows the function graph on the requested full range, with this mode marked.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 16 c Solution by
Codex 0 2026-10-18
The probability density function is the derivative of the cumulative distribution function:It is nonnegative and has integral . This is a beta distribution with parameters and .
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 16 b Solution by
Codex 0 2026-10-18
The full cumulative distribution function isThus the function graph is horizontal at zero for , rises continuously from to , and is horizontal at one for . Its derivative is positive on and zero at both endpoints. The second derivative changes sign at , giving an inflection point there.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 16 a Solution by
Codex 0 2026-10-18
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 15 c Solution by
Codex 0 2026-10-18
Factor the leading term out of the Maclaurin series for the sine:The binomial theorem gives, through degree four inside the bracket,The coefficient of is . Multiplying back by yields
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 15 b Solution by
Codex 0 2026-10-18
Put . Since , the outer Taylor series requires and . ThereforeBoth logarithms are defined on a neighbourhood of zero, so this composition of power series is valid there.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 15 a Solution by
Codex 0 2026-10-18
The Maclaurin series , applied with and then multiplied by , givesThese are the first three nonzero terms. The remainder is written in Big O notation.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 14 d Solution by
Codex 0 2026-10-18
The chain rule expresses the coordinate differential operators asThe coefficients are constant, so a second application givesandAdding cancels the mixed partial derivatives, and givesThe transformation has rotation matrix , so this identity expresses the rotational invariance of the Laplacian.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 14 c Solution by
Codex 0 2026-10-18
Let . The product rule and the chain rule give the partial derivativesHence the terms containing cancel:This also follows from the Euler theorem for homogeneous functions, because for .
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 14 b Solution by
Codex 0 2026-10-18
The stated total differential is that of , so . The zero-volume condition gives . For positive , divide the total differential by this volume to obtainFor the specified small changes, , so the volume increases by approximately . The fractional expression requires ; at a degenerate zero-volume state it is undefined. For finite changes, the exact multiplier is , whose difference from is ; the total differential gives its first-order approximation.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2023 Paper 1 14 a Solution by
Codex 0 2026-10-18
For an exact differential form, equality of the mixed partial derivatives requires . HereEquality for all and real forces , so . To construct the potential, integrate with respect to :Differentiation with respect to gives , so . Thus the most general potential on the connected domain isIts explicit partial derivatives verify sufficiency as well as necessity.
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