Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 59 3 b Solution Created 2026-10-03 Updated 2026-10-14
We count periodic orbits whose trajectories remain near the two specified homoclinic orbits; the local hypotheses impose no bound on unrelated distant cycles. Choose the return domain small enough that and are less than one. Each admissible return branch is then a contraction mapping.
A right-lobe periodic orbit is a fixed point with and . For small amplitudes it exists exactly when , and . Similarly, a left-lobe periodic orbit has , , , and exists for . Their Floquet multipliers tend to zero, so both are attracting.
A period-two orbit of the section map corresponds to one flow periodic orbit traversing both lobes. Write its states as and . Its positive amplitudes satisfyThe two-step derivative is , again tending to zero. The asymmetric planar gluing return map therefore gives at most one such attracting two-lobe cycle in the small domain. Its boundaries are obtained by setting one amplitude to zero:For the original flow these are leading equations, with corrections or . On , the negative unstable branch makes both excursions before returning to the positive stable branch; on the positive unstable branch returns to the negative stable branch. Each is a compound homoclinic orbit, with one extra passage near the saddle equilibrium. They are distinct from the primary loop curves and .
The six open regions and their local cycles are:
| Region | Attracting flow cycles |
|---|---|
| Right and left single-lobe cycles | |
| Right single-lobe cycle only | |
| Right single-lobe cycle and two-lobe cycle | |
| Left single-lobe cycle only | |
| Left single-lobe cycle and two-lobe cycle | |
| Two-lobe cycle only |
There is no additional small alternating cycle when both parameters are negative. Indeed the two positive-amplitude equations would imply and , giving , impossible for sufficiently small positive . On each mixed-sign quadrant the contraction equations give the two-lobe cycle precisely on the side of the compound curve toward the positive quadrant.
On , there is the primary right homoclinic orbit, together with a left cycle if or a two-lobe cycle if . On the analogous statement holds with left and right interchanged. On there is a compound homoclinic orbit and the right single-lobe cycle; on there is a compound homoclinic orbit and the left single-lobe cycle. At the two primary loops meet at the same saddle equilibrium. The approach to each homoclinic orbit has a diverging period; it is not a saddle-node collision of two finite-period cycles.
Parameter regions and schematic phase portraits for asymmetric planar gluing
. Details. Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 59 3 c Solution Created 2026-10-03 Updated 2026-10-14
With reflection symmetry, choose and . The two primary homoclinic orbit curves are then encountered simultaneously at . For the return has two attracting single-lobe cycles; for it has one attracting two-lobe cycle. This is the symmetric homoclinic gluing bifurcation: two cycles meet the two saddle loops and are replaced by a cycle traversing both lobes. Since , the saddle equilibrium contracts strongly enough for the nearby cycles to be stable.
One can also use the signed gluing-map reduction . In the symmetric return map it gives . A negative fixed point lifts to two reflection-related flow cycles; a positive fixed point lifts to one period-two orbit of the two-sheet section map, hence one two-lobe flow cycle. This distinction prevents counting the two section intersections as two different flow cycles.
Without reflection symmetry the two splitting parameters are independent. The primary loops occur separately, and the two compound curves bound small coexistence wedges where a single-lobe and a two-lobe cycle are both stable. Thus the six-region picture is the generic two-parameter unfolding of the symmetric gluing event. The simultaneous encounter of both primary loops is codimension two for a general planar flow but codimension one in the reflection-symmetric family. The contraction argument applies to the small return domain; it makes no assertion that a globally arbitrary system has only these cycles everywhere.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 59 4 e Solution Created 2026-10-03 Updated 2026-10-14
The normal form is invariant under . This continuous rotational symmetry makes the axis invariant and reduces the nontrivial geometry to two amplitude variables. The axis connection from to persists without parameter tuning, while rotating the outer connection produces a family of connections from back to . A two-dimensional autonomous amplitude flow cannot by itself produce the proposed saddle-focus return chaos: symmetry reduction hides the phase-dependent reinjection needed for that mechanism.
Generic higher-order terms need not retain this exact rotational symmetry. A normal form can preserve it to a finite truncation order while the full equations have small symmetry-breaking remainders. These unfold the special connection geometry into phase-dependent returns; nearby parameter curves can contain homoclinic orbits to a saddle-focus, and the Shilnikov bifurcation mechanism becomes available. Their exact placement depends on the omitted terms and is not fixed by the displayed truncation alone.
For example, at the perturbed positive-axis saddle, the real unstable eigenvalue is and the stable complex pair has real part . Near the calculated connection curve , the contracting ratio isThis is the positive-saddle-value regime, explaining why the relevant saddle-focus return can be expanding.
In the Shilnikov return map, take a positive return coordinate and , with nondegenerate . At the connection parameter , the fixed point condition isThe right side tends to zero, whereas the phase passes through infinitely many oscillations as . Hence there are infinitely many positive fixed points accumulating at zero, with logarithmically spaced amplitudes. For these points,whose magnitude tends to infinity along the accumulating fixed-point sequence. They represent long-period saddle periodic orbits of the full return, with period growing like , rather than infinitely many stable cycles.
Successive turning branches of this oscillatory return can stretch and fold across suitable intervals. The full saddle-focus Poincaré return map then admits invariant Smale horseshoes and chaotic itineraries near a generic homoclinic orbit at a Shilnikov bifurcation. Varying unfolds accumulating saddle-node and period-doubling events. Whether any resulting invariant set attracts trajectories depends on the other return direction and the omitted terms; the leading scalar map alone does not prove a chaotic attractor for every perturbation. Its domain also excludes negative iterates, which leave the chosen return branch. The degeneracies or would remove the oscillatory mechanism, so the conclusion uses generic, genuinely saddle-focus reinjection.
Past exam of the mathematics course of the University of Cambridge 2004 ia Paper 2 7B ii Solution Created 2026-09-24 Updated 2026-10-14
For both parameters the autonomous planar system is , . It has the conserved energyIndeed . At any equilibrium point the eigenvalues satisfy
For , the quadratic is strictly positive, so the only equilibrium point is , with eigenvalues . Since has the sign of , has a unique strict minimum at zero and tends to infinity in both directions. All positive energy levels are closed curves surrounding this stable center equilibrium. They are clockwise: rightward when and leftward when .
For , factor . The three equilibrium points and their classifications areThe two center equilibria are stable but not asymptotically stable; the saddle equilibrium is unstable. At the saddle equilibrium the local unstable and stable directions are and .
The potential values are , , and . Consequently there are closed loops around the left center for , closed loops in both wells for , and a figure-eight pair of homoclinic orbits at . At the right center is a stationary point while the left well still has a closed orbit. For , each closed curve encircles both centers and the saddle.
The two homoclinic orbits satisfy . Their outer turning points can be located exactly fromEvery nonstationary energy curve is oriented to the right in the upper half-plane and to the left in the lower half-plane. The sketches show the closed curves, the separating orbits, the stable and unstable saddle directions and the direction of flow.
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 60 2 b Solution Created 2026-10-03 Updated 2026-10-14
Put . The planar vector field and its equilibrium eigenvalue data areFor a nonzero equilibrium, use to rewrite the determinant as . These formulas determine the local bifurcations of the imperfect soft Duffing-van der Pol oscillator directly.
When , the origin is a saddle equilibrium for and has determinant for ; the two equilibria are saddle equilibria. They meet the origin in a symmetry-protected pitchfork bifurcation at for . At the origin undergoes a supercritical Hopf bifurcation. To determine criticality, take : averaging gives , so the stable small limit cycle has .
The potential energy of the conservative part and the exact energy balance areAt zero imperfection the stable limit cycle grows to a heteroclinic cycle connecting the two outer saddle equilibria. Near the double-zero point its leading connection curve can be calculated, rather than inferred just from symmetry. In the Hamiltonian system limit the heteroclinic orbit is , andThe weak-damping persistence condition is therefore , not an exact formula at order-one parameters.
Now take ; negative imperfection reflects the phase portrait. The pitchfork bifurcation unfolds into a transcritical bifurcation crossing at and a saddle-node bifurcation at . The latter occurs at . Between those values the origin and are saddle equilibria, while lies in and is a sink or source according to the trace. At , exchanges its saddle equilibrium/non-saddle character with the origin. The double-zero points are now at and .
The original Hopf bifurcation line remains, still supercritical. A second Hopf bifurcation curve occurs on the intermediate nonzero equilibrium:It is important not to assign the same criticality to its entire length. Write , so . Around that center the restoring quadratic coefficient is , the damping linear coefficient is , and . The Hopf criticality for an asymmetric Lienard center calculation gives cubic amplitude coefficientHence it is supercritical for and subcritical for , with a generalized Hopf bifurcation point at . Higher-order terms are needed exactly there. For small imperfection the leading quintic coefficient is positive: writing and using the coordinate that normalizes the potential energy, , with and , the coefficient of in at vanishing cubic coefficient is . Weak-damping averaging therefore supplies the nearby saddle-node bifurcation of stable and unstable limit cycles in the generalized Hopf bifurcation unfolding. None of these small features intersects either requested parameter line.
Globally, the two saddle equilibrium barriers are no longer equal. Their leading energy difference is . The two one-way connections consequently separate; matching their energy differences with the connection integral givesThese weak-damping heteroclinic splitting of a tilted quartic oscillator formulas apply for small with . Between the separated connection curves, the central stable limit cycle terminates in a homoclinic orbit to the lower-barrier saddle equilibrium, for positive imperfection. The simultaneous symmetric heteroclinic-cycle destruction is therefore replaced by two basin-changing one-way connections and a distinct homoclinic orbit loss of the limit cycle. Its period diverges at that loss.
Along , decrease from above one. The sequence is supercritical Hopf bifurcation at ; first heteroclinic orbit; homoclinic orbit loss of the stable limit cycle; second heteroclinic orbit; transcritical bifurcation crossing at zero; saddle-node bifurcation at . The connection locations are global, not obtained by treating the Melnikov approximation as exact. For illustration, direct stable/unstable manifold matching at places them at approximately , respectively. The diagram below gives the qualitative ordering without prescribing those example values for arbitrary imperfection.
Along , the sequence is simply transcritical bifurcation crossing at zero, followed by saddle-node bifurcation at . Before the latter, in the relevant region, so decreases strictly on nonstationary trajectories and there is no periodic orbit or saddle equilibrium loop. After it only a saddle equilibrium remains, which cannot be enclosed by a periodic orbit by the Poincare-index obstruction to a periodic orbit. The origin does not undergo a Hopf bifurcation at , since its determinant there is negative.
Bifurcation sequences along the two diagonal parameter lines after a small positive reflection-symmetry imperfection; arrows indicate decreasing lambda
. Details. Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 76 3 Solution Created 2026-10-03 Updated 2026-10-14
The outer solution satisfies , so on a connected interior interval the nonoscillatory branches are and . Both happen to solve the differential equation exactly away from any endpoint mismatch. For a fixed positive endpoint coordinate ( or ), introduce the inward distance on the left or on the right. The leading nonlinear endpoint layer with a quadratic reaction obeysMatching to zero fixes , so . It is negative for every sufficiently small nonzero . Thus no real nonconstant layer can approach zero: the zero outer branch requires , and then is an exact solution.
Matching to fixes . The first integral factors asConsequently an endpoint value can match this branch only if . For , there are two choices: a direct approach to , and an initial excursion to followed by a return to . Both are translations ofThe negative translation gives the direct layer; the positive translation gives the excursion. At the two coincide, with the maximum at the wall. For , the unique admissible direction is a monotone approach from below:where is fixed by . At only the constant leading layer matches at a finite inward coordinate; a pulse translated infinitely far from the wall is outside this endpoint-layer classification.
Thus the leading admissibility condition for the negative outer branch is and . Under strict inequalities, each endpoint has two choices when its datum lies between and , and one choice below . Their independent combinations give one, two or four formal matched profiles. In particular, for there are four negative-bulk profiles in addition to the exact zero solution, so uniqueness certainly cannot be inferred from the outer equation. The endpoint equalities and the constant-layer cases are degenerate; higher-order endpoint matching is needed to decide exact finite- counts at these cutoffs. These conditions and counts concern leading families under the stated exclusion of interior layers and rapid oscillations.
A matched asymptotic expansion for the negative branch isThe following sketch shows the four choices for zero endpoint data, together with the exact zero solution. It plots leading composite profiles, not numerical claims of exact finite- multiplicity.
Four leading endpoint-layer profiles with negative outer branch, and the exact zero solution
. Details. Additional interior layers cannot be excluded merely by counting the outer roots. Freezing gives a homoclinic orbit to with the same hyperbolic-secant pulse. Its location would require a further matching or solvability condition; it is not an arbitrary parameter in the original variable-coefficient problem. Indeed, put . The exact equation and an energy identity areAn isolated order-one pulse with exponentially small tails on both sides would decrease this energy by an algebraic amount, whereas its two tail energies would be exponentially small. This obstructs a freely standing isolated pulse well away from the walls. It does not by itself classify oscillatory solutions or pulse interactions with endpoint layers, so a complete global uniqueness claim would exceed this leading construction.
When , the two outer roots meet at the left endpoint. Let , . Balancing with gives , and balancing with them gives . The one-third-power scaling at a nonlinear turning endpoint is thereforeIts left condition is . Matching to the negative branch requires and as ; the right endpoint is then handled by the earlier layer. Write . In the intermediate matching region a small correction satisfies , so . The growing Airy function excludes ; the decaying Airy function supplies a permissible stable matching direction. In fact is an exact inner solution satisfying , establishing existence of an inner match without solving a nonlinear shooting problem. Since , the wall condition excludes an infinitesimal nonzero decaying correction about this solution; it does not prove absence of other finite-amplitude inner solutions. The right wall still requires at leading order.
Matching instead to zero requires . Its linearized equation is , with solutions and . Their large- forms have envelope and phase ; although their values decay, they generate rapid spatial oscillations in the overlap region. The imposed nonoscillatory assumption removes these nonzero tails. The exact remains, and a globally zero outer branch again requires . The PDF's integration hint uses an inverse hyperbolic tangent; the converted TeX's inverse tangent would give a different and incorrect primitive.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 65 4 a Solution Created 2026-10-03 Updated 2026-10-14
For put . The equilibrium points are and , withThe positive branch is always a saddle. The negative branch is a sink for and a source for ; it is a node or focus according as is positive or negative. At the two branches meet in a saddle-node bifurcation when ; at the double zero eigenvalue with a nontrivial Jordan block gives a Bogdanov–Takens bifurcation. There are no real equilibrium points for .
The Hopf bifurcation curve is , equivalently on its positive- branch. Its frequency is . To determine the direction, shift , at this threshold; thenSet , to obtain , . A quadratic near-identity transformation, or harmonic averaging with its quadratic correction retained, gives the radial cubic coefficientwhere . The radial equation is . Hence the Hopf bifurcation is subcritical, with an unstable small periodic orbit on the stable-focus side .
The saddle's outgoing separatrix can return to its incoming separatrix, creating a homoclinic orbit. This global bifurcation cannot be detected from the equilibrium point's Jacobian matrix alone. The weakly Hamiltonian scaling below locates its curve and shows how the unstable Hopf cycle grows into the saddle loop. The final diagram includes the local saddle-node and Hopf curves and this global curve; it describes the neighborhood of the double-zero point.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 65 4 b Solution Created 2026-10-03 Updated 2026-10-14
Set and use the stated weighted spatial and parameter scales. Dividing the two equations by and respectively giveswhere prime now means differentiation with respect to . The Hamiltonian function satisfiesThus is conserved for .
For , let . The conservative system has a center at with and a saddle at withClosed contours in the left potential well have . At the left-hand separatrix is a homoclinic orbit, sinceIt leaves and returns to , with its left turning point at . The right separatrix branches are unbounded. The energy levels above the saddle value are open, as are the separate right-hand components of lower energy levels. For there is no nondegenerate potential well and no such saddle loop.
Conserved-energy contours, center and saddle loop of the leading Hamiltonian system
. Details. Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 65 4 c Solution Created 2026-10-03 Updated 2026-10-14
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 85 3 a Solution Created 2026-10-03 Updated 2026-10-14
Write . The equilibrium points are a stable node and a saddle equilibrium , whose unstable and stable eigenvalues are and . The saddle equilibrium's local stable manifold is . When the right-going unstable separatrix returns at with , it lands exactly on that stable manifold, producing a homoclinic orbit of the saddle. Crossing this condition changes whether the returning trajectory is captured by the node or lies on the outgoing side of the saddle equilibrium.
Use an incoming section and outgoing section . For entry with , integrate the local flow:so the outgoing height isThe global excursion is smooth and transverse. Its return coordinate has expansion , with in these section orientations. Thus the local passage map near a dissipative saddle-node givesFor small , , hence and . If is small, the graph starts above the diagonal and, with slope less than one nearby, crosses it close to . More explicitly, , giving a unique small fixed point with Floquet multiplier . It corresponds to an attracting periodic orbit. For no such local crossing exists on ; the unstable branch returns to the node's side instead. The Poincaré return map panel shows this geometric fixed-point test.
Local return map and six local phase portraits near a saddle-node separatrix-loop point; outer return arcs are schematic
. Details. Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 85 3 d Solution Created 2026-10-03 Updated 2026-10-14
For , the left equilibrium point is a stable node, the right equilibrium point a saddle equilibrium, and the saddle equilibrium's left unstable branch flows directly towards the node. The right branch takes the prescribed global excursion. Its landing relative to the two equilibrium points gives the six local portraits in the figure.
If , then for either sign of . The global branch lands between the equilibrium points and flows left into the node. There is no nearby Poincaré return map cycle, and the landing approaches the node from its right.
If and , the branch lands to the right of the saddle equilibrium. The contracting Poincaré return map has an attracting fixed point, giving a stable periodic orbit; the node also remains as a separate attractor with its own basin. If instead , the branch lands to the left of the node and approaches it from the left. There is no nearby periodic orbit in that case.
If , the two equilibrium points have vanished and a stable returning cycle exists for either sign of . For negative the cycle traverses the full bottleneck and has the divergent period in part (c). For fixed positive it enters to the right of the bottleneck; its local period approaches , so it need not diverge when . The outer arcs in the figure encode only the given return; the local equations do not specify the full vector field away from the origin.
The boundaries explain the codimension-two organization. On the saddle equilibrium has a homoclinic orbit. On , , the return passes through the semistable equilibrium point at a saddle-node bifurcation, producing a saddle-node bifurcation on an invariant circle. On , , the node and saddle equilibrium instead collide away from the persistent cycle. At , the returning separatrix hits the equilibrium point's strong stable manifold at the saddle-node bifurcation: this is the saddle-node separatrix-loop bifurcation. The curve changes which side of the node receives the returning orbit; unlike the positive branch, it is not a global bifurcation through a saddle homoclinic orbit.






