Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 9F c Solution by
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For fixed real , define and . This makes exactly the summand containing nested sines. The elementary inequality gives inductivelyThe fact that an iterated contraction gives a summable orbit applies here. Comparison with a geometric series therefore givesThus the nested-sine series converges absolutely for every real ; there are no divergent or merely conditionally convergent cases.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 9F b Solution by
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Let . For , the absolute summand is at most , so a geometric series comparison proves absolute convergence. For , the series is : its positive term sizes decrease to zero, so the alternating series test proves convergence. Its absolute series is a divergent p-series with exponent . HenceIt converges for every real and never diverges.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 9F a Solution by
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Put , so . The printed summand is . If , its absolute value is at most , and the two geometric series converge. Thus there is absolute convergence.
For the series becomes , a divergent multiple of the harmonic series. For it becomesThe first series converges by the alternating series test, while the second diverges to , so their partial sums tend to . In particular, alternation of some terms does not imply convergence here. The complete classification isThere are no conditionally convergent cases.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 8A c Solution by
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A member of both groups satisfies and . Multiplication of the second identity by on the left, using , gives . A real two-by-two matrix commuting with must be diagonal, since the two off-diagonal entries change sign in this equation. Its diagonal entries are by the orthogonal matrix identity, and the restriction forces the first to be . Therefore the intersection is the two-element group
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 8A b Solution by
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For the Minkowski metric , preservation means for all real vectors . This is equivalent to , or, entrywise,The restriction puts the first column on the right branch of the unit hyperbola, so uniquely , for a real parameter . The third equation makes the second column a scalar multiple of : this also covers , when . The second equation makes that multiple . Thus all the required matrices areThe hyperbolic function addition formulas give , while . ConsequentlyThe product remains of the required form and its upper-left entry is positive. The identity is , and the inverse is . Together with associativity of matrix multiplication, these identities establish the group property. This is the time-orientation-preserving Lorentz group in one spatial dimension.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 8A a Solution by
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Preserving the Euclidean scalar product means for every pair of real vectors . Since these bilinear expressions agree on all pairs of basis vectors, this is equivalent to : the columns of form an orthonormal basis.
The first column is a unit vector, so it is for some real . A perpendicular unit vector is one of the two choices , where . Hence all the required orthogonal matrices areHere is a planar rotation, and is determined modulo . To check the group laws explicitly, , soThis proves closure. The identity is , the inverse of is , and associativity is inherited from matrix multiplication. Thus the set is the orthogonal group .
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 7A d Solution by
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There is no such universal constant. For a real parameter , consider the real matrixIts characteristic polynomial is , so both eigenvalues are real and . ButFor any proposed finite , choosing violates the proposed bound. This is an explicit illustration that nonnormal eigenvalues do not bound a quadratic quotient.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 7A c Solution by
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Expand in the orthonormal basis from part (a). ThenFor , the weights are nonnegative and sum to one. The Rayleigh quotient therefore lies between the smallest and largest eigenvalues. Conversely, normalized extreme eigenvectors give, for ,Thus the exact Hermitian Rayleigh quotient range isWhen , the range is the singleton containing the sole eigenvalue.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 7A b Solution by
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Use the conventionfor the characteristic polynomial. Choosing instead multiplies it by and leaves the requested zero identity unchanged. For each eigenvector , induction gives , including . Thusbecause has the nonzero kernel vector and therefore has zero determinant. Part (a) supplies a basis consisting of these eigenvectors. A linear map vanishing on every basis vector vanishes everywhere. ConsequentlyThis proves the Cayley-Hamilton theorem identity directly in the distinct-eigenvalue case assumed here.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 7A a Solution by
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Take eigenvectors for distinct eigenvalues . Since the eigenvalues are real and is a Hermitian matrix,Hence , so eigenvectors for distinct eigenvalues are orthogonal vectors. They are therefore linearly independent; after normalization the given eigenvectors form an orthonormal basis of .
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 3F b Solution by
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Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 3F a Solution by
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Rationalizing avoids cancellation between the two large terms of the sequence:By continuity of the square root and the reciprocal at the limiting values,
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 2B c Solution by
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The shifted matrix is still a normal matrix, sinceand has the same expansion except that its first term is , which equals . For the given eigenvector, . Part (b), applied to , therefore gives . Since ,The corresponding eigenvalue of the Hermitian conjugate is the complex conjugate of the original eigenvalue.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 2B b Solution by
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Using the complex Euclidean norm and the normal matrix identity,Both sides are nonnegative. Therefore if and only if . This proves the stronger reusable fact that normal matrices have equal adjoint norms.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 2B a Solution by
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Since is an invertible matrix, so is its Hermitian conjugate, andIf is a normal matrix, substitute into the second identity to obtain , so is a unitary matrix. Conversely, if is a unitary matrix, multiply on the left by and on the right by . This gives , the defining normal matrix identity. Thus is a unitary matrix exactly when is a normal matrix.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 1C c Solution by
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A branch of the complex logarithm must be specified to obtain a unique locus. First use the principal complex logarithm. Away from the negative real axis, write with and . Then the complex logarithms of and its complex conjugate are and . Equating real and imaginary parts gives . Consequently the principal-branch locus is the open segment of a logarithmic spiralThe origin is excluded because its complex logarithm does not exist. If the principal value is assigned argument on the negative real axis, a point there equals its own complex conjugate, so its principal complex logarithm would have to equal times itself. That forces the complex logarithm to be zero and cannot hold there; the endpoints remain excluded.
If the printed equation instead means that some values of the multivalued complex logarithms satisfy it, write those values as and , with and . Equality gives , hence , which is compatible with conjugation. Every real is allowed. Under this interpretation the locus is the entire logarithmic spiral , . The PDF does not choose between these branch conventions.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 1C b Solution by
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Write . Dividing by two givesThe left side is nonnegative, so squaring is reversible only when . Squaring yields .
If , this equation implies , so the sign condition holds automatically. The locus is the parabolawith vertex at the origin, focus of a conic and directrix of a conic . Indeed the original equation equates distance from the focus of a conic with distance from the directrix of a conic on its right side.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 1C a Solution by
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Write and . The complex conjugates in the PDF giveSince , the locus is the straight line through the origin perpendicular to the position vector of in the complex plane. Equivalently,
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 12E c Solution by
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Let be the set where the indicator function equals one. Fix a positive integer . Each permitted length- decimal prefix gives the intervalThere are such intervals, each of length , and they cover . Every point of is strictly inside the interval for its prefix, since its remaining tail lies between and . Thus none of the interval endpoints belongs to . The intervals are disjoint and separated: their distinct prefix integers cannot be consecutive because their final digits are only and .
The complement consists of finitely many closed intervals on which , of total length . Part (b) therefore already proves Riemann integrability, since this length tends to one.
To compute the Riemann integral directly, make a partition of an interval using and all the endpoints of the . On complementary cells the upper Darboux sum contribution is zero, and on the it is at most their total length. Moreover every nonempty cell contains a terminating decimal, which is not in : neither its terminating expansion with a zero tail nor its alternative expansion with a nine tail consists entirely of twos and sevens. Such decimals are dense, so every cell has infimum zero. ThereforeLetting gives the exact answerThis is an example of an indicator of a restricted-digit decimal set: infinitely many, indeed uncountably many, points can support an indicator function whose Riemann integral is zero.
Past exam of the mathematics course of the University of Cambridge 2009 ia Paper 1 12E b Solution by
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Let . If the result is immediate, so take . Given , choose and the finitely many intervals supplied by the hypothesis. On each , choose a partition of an interval whose Darboux sum gap is less than , using Riemann integrability there.
Combine all these partitions with and all interval endpoints to obtain a global partition of an interval . On the chosen intervals the gaps add to less than . The complementary intervals have total lengthand on each the difference between the supremum and infimum is at most . ConsequentlyThe Riemann integrability criterion proves is Riemann integrable on . Shared endpoints cause no problem: the Darboux sums use closed intervals, and the complementary interval estimate includes every endpoint value. This proves Riemann integrability from almost full interval coverage.
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