Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 72 2 c Solution 2026-10-14
Apply the method to the Dahlquist test equation, put , and retain every root of its amplification polynomial of a multistep method:An A-stable convergent method must satisfy the root condition for a multistep method for every .
First take . As negative real tends to minus infinity, one root tends to the nonzero root of ,It follows by root continuity that some sufficiently negative finite is unstable. At , the recurrence has polynomial ; for any negative real , its root is below . Thus all negative convergent parameters are excluded.
For , use the boundary-locus test for multistep A-stability. A unit root with would require . Direct multiplication by the conjugate denominator givesThere is therefore no unit-root crossing in the open left half-plane. The leading coefficient of never vanishes there, since its only zero is the positive real value . For a small negative real , the simple root initially at one moves to , inside the disk, and the other root is close to , also inside. Continuity of polynomial roots and connectedness of the open left half-plane then keep both roots strictly inside throughout that half-plane. Possible zeros of cause no omitted crossing: for its other root lies strictly inside the unit disk, while at its unit-circle zero has .
On the imaginary axis, if the displayed real part vanishes only at , which corresponds to and is simple. Other imaginary-axis parameters retain strictly interior roots. If , the two roots are zero and the stability function , whose modulus is one on that axis; the unit root is simple. Thus the required boundary root condition for a multistep method holds as well.
Combining necessity and sufficiency givesIn particular, the third-order member is convergent but not A-stable, in agreement with the Second Dahlquist barrier.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 69 4 2 Solution Created 2026-10-03 Updated 2026-10-14
Every convergent member is also A-stable. For , put and calculate its boundary-locus test for multistep A-stability:The denominator never vanishes on the unit circle in this parameter interval. It follows thatTherefore no amplification root can cross the unit circle as moves in the open left half-plane. For small negative real , the root near one moves to , inside the circle; the other begins at , also strictly inside. The leading coefficient never vanishes in the left half-plane. Continuity of polynomial roots and connectedness of that half-plane now keep both roots inside everywhere. On its imaginary boundary the same locus has zero real part only at , corresponding to ; that root is simple because .
At , the two interlaced subsequences follow the trapezoidal rule with step :The right side has modulus at most one for . Its unit-circle roots are simple; the double zero at lies strictly inside and is harmless. Thus the endpoint is also A-stable. Combining this with part 1, the requested range is , including the BDF2 method at .
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 66 2 c Solution Created 2026-10-03 Updated 2026-10-06
Use the standard A-stability convention including the root condition at . The amplification polynomial of a multistep method isZero-stability first restricts the possible parameters to . For , as tends to negative infinity, one amplification root tends to , whose modulus exceeds one. For , the characteristic equation is ; large negative real likewise gives an exterior root. Thus is necessary.
For sufficiency take . The leading coefficient cannot vanish in the closed left half-plane. On the unit circle the boundary-locus test for multistep A-stability uses and giveswhere the denominator is nonzero. When , the exceptional zero of at is not a zero of and therefore cannot be an amplification root for a finite . Near on the negative real axis, the root issuing from one is and is strictly inside the disk; the other root is close to and is also inside. Roots vary continuously, cannot escape through infinity because the leading coefficient is nonzero, and cannot cross the unit circle anywhere in the open left half-plane by the displayed boundary formula. Thus every root remains inside there. Continuity gives the boundary case; for a unit root on the imaginary axis can occur only at , where it is simple. For , cancellation of the harmless zero root leaves the trapezoidal rule, whose amplification factor has modulus at most one.
ThereforeThe third-order member is convergent but not A-stable, consistent with the Second Dahlquist barrier. At , has a permanent unit root and a double root at : the unreduced method is not zero-stable and is not A-stable under the stated convention. Testing only the open half-plane while overlooking its zero-step behavior would give a weaker conclusion.
Trapezoidal-BDF two-step family 2026-10-14
This real-parameter linear multistep method has formal order two except at the degenerate value , where its local symbol vanishes to fourth degree. The zero-stability roots are and , so it is convergent exactly for . Every convergent member is A-stable: the boundary-locus test for multistep A-stability gives nonnegative real part , with no unit-circle denominator zero for . At the two interlaced sequences obey a trapezoidal step of length . At it is the BDF2 method. The endpoint two fails the root condition for a multistep method even though canceling a common polynomial factor resembles the trapezoidal rule.