Brownian recurrence proof of the fundamental theorem of algebra Created 2026-10-31 Updated 2026-11-05
If a nonconstant complex polynomial were zero-free, its reciprocal would be an entire bounded function. The real part of its value along planar Brownian motion is a bounded martingale, hence converges almost surely. If that real part were nonconstant, continuity would give two disks with separated value ranges, and recurrence of planar Brownian motion would force alternate visits to both at arbitrarily large times, contradicting convergence. It is therefore constant; the Cauchy-Riemann equations then make the reciprocal constant, a contradiction.
For a nonconstant entire function, its derivative is nonzero somewhere and therefore bounded away from zero on a small disc. Recurrence of planar Brownian motion and the Strong Markov property imply infinite total occupation time in that disc: repeat entrances into a smaller concentric disc after exits from the larger one. On each entrance there is a uniformly positive chance of remaining inside the larger disc for a fixed positive duration. Iterating the conditional failure bound gives infinitely many such sojourns almost surely.
The displayed integral is bounded below by a positive constant times this occupation time, so it diverges. The same conclusion follows by comparing with the divergence of a positive planar Brownian occupation integral. At every finite time the clock is finite, because the Brownian path has compact range and is continuous. Thus the conformal Brownian clock covers every nonnegative image time; conformal invariance of planar Brownian motion then yields a Brownian image with no missing finite or infinite lifetime.
Finite exit from a conformal image of a bounded planar domain Created 2026-10-06 Updated 2026-10-31
A planar Brownian motion exits a conformal image of a bounded planar domain in finite time almost surely. If the image lifetime were infinite, the inverse derivative is bounded away from zero on a small interior disc. Recurrence of planar Brownian motion and the Strong Markov property give infinite Brownian occupation time there, forcing the inverse conformal Brownian clock to diverge. It cannot exceed the finite original exit time. The expected image exit time can nevertheless be infinite.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 29 5 Solution Created 2026-10-03 Updated 2026-10-14
Let be a standard planar Brownian motion started at . Neighbourhood recurrence means that, with probability one, every nonempty open subset of is visited at arbitrarily large times. Not hitting points means that for each fixed , . If , time zero must be excluded, and there is still no return at any positive time. This assertion concerns each prescribed point; it does not say that the path contains no points.
We prove both claims from the planar Brownian annulus hitting probability. Fix a center and radii , and define the stopping times and . Their minimum is finite almost surely: a coordinate of Brownian motion cannot stay forever in a bounded interval, by the Brownian reflection principle, so exit from the outer disk is finite. On the annulus,The Itô formula therefore makes a local martingale. It is bounded between and , hence is a genuine martingale. The optional stopping theorem at , followed by the bounded convergence theorem, givesThusThe exit can only be at one of the two distinct boundaries by path continuity.
For a fixed , let . These events increase to : any path up to a finite hitting time is bounded and so avoids some sufficiently large outer circle. The ratio tends to one, proving that any closed disk of positive radius is hit almost surely from any starting point outside it. An initial point inside it already counts as a hit.
To prove the stronger recurrence statement, take a closed disk contained in any prescribed nonempty open set. At each integer time , the Markov property and the preceding disk-hitting result imply that some time visits this disk with probability one. Intersecting these events over all proves visits at arbitrarily large times. A countable basis of disks with rational centers and rational radii makes this simultaneous for all nonempty open sets. This is recurrence of planar Brownian motion, or equivalently neighbourhood recurrence.
For point avoidance, keep fixed and let . Hitting before requires hitting every inner circle first. The displayed ratio tends to zero, so this point-hitting event has probability zero. Any finite hit of would occur before exit from some outer circle with integer radius, again because the preceding path is bounded. A countable union now gives , the polar point for planar Brownian motion assertion.
Finally, even if the process starts at , for each deterministic its normal distribution has a density, so . The Markov property at and the result from other starting points exclude any visit to at or after . Taking excludes all positive-time returns. Thus planar Brownian motion repeatedly approaches every point, while almost surely never hitting any prescribed point at positive time.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 29 4 c Solution Created 2026-10-03 Updated 2026-10-14
Put . The hitting times are finite almost surely by recurrence of planar Brownian motion, and increase with . At , the position is . By the Strong Markov property, Brownian scaling, and rotational invariance of planar Brownian motion, the future processis a standard planar Brownian motion started at , independent of . The random rotation does not change its conditional law, since that law is rotationally invariant.
The first time this rescaled process reaches radius corresponds to the original time . Its continuous argument starts at zero and equals the increment of the original winding angle. HenceFor any ordered finite collection of levels, apply this assertion successively. Earlier winding values are measurable at the current hitting time, so all increments are independent and their laws depend only on the level differences. This proves the Lévy process property of winding at logarithmic radial passage levels.
One can also verify stochastic continuity and identify this process. The logarithmic-radius and argument martingales have the common clockThe same Cauchy-Riemann equations calculation as in part (a), applied locally to the logarithm and joined along the continuous argument, gives independent Brownian motions such that and . This clock diverges: if it had a finite limit, convergence of martingales with finite total quadratic variation would make converge to a finite value, forcing the clock integral itself to diverge.
Thus, with , we have . The Brownian first-passage Laplace transform is . It follows either from the Exponential martingale for Brownian motion stopped at , or from the one-dimensional exit equation. Conditioning on the independent process givesSo this is a symmetric Cauchy process, with level parameter . The formula implies stochastic continuity at zero and, by stationary increments, everywhere. Under the usual definition requiring càdlàg paths, use the right-continuous passage clock . It agrees with for each fixed level almost surely, and is the càdlàg modification. This distinction concerns simultaneous passage levels and does not alter any increment law.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 33 5 b Solution Created 2026-10-03 Updated 2026-10-07
First fix a deterministic point different from the initial point. By translation, work with and . For , hitting before requires hitting every circle of radius before . Part (a) givesAny finite-time hit of lies before exit from some sufficiently large integer-radius circle, since a continuous path on a finite interval is bounded. A countable union over such radii therefore shows that this fixed point is never hit. This is the polar point for planar Brownian motion property; it is a statement about each fixed point, not about avoiding all points simultaneously.
For the initial point , fix a deterministic . The Gaussian distribution of has a density, so almost surely. Conditional on , the future is Brownian motion starting from , and the preceding fixed-point result shows that it never hits . Taking and a countable union proves there is no return to the starting point at any positive time.
In contrast, neighborhoods are revisited arbitrarily late. Choose so that the closed disk centered at of radius lies in the given open set . From any point outside this disk, let in part (a), centered at . It givesAt each deterministic integer time , condition on . If it is in the disk there is already a visit to at time ; if it is outside, the Markov property and the last calculation ensure a later visit to that disk, hence to . With probability one this holds for all simultaneously. Thus the set of visits to is unbounded. The recurrence of planar Brownian motion concerns neighborhoods even though every fixed point is polar.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 201 5 b Solution Created 2026-10-03 Updated 2026-10-06
Translate the centre of the ball to zero. Choose an inner radius strictly smaller than the ball's radius. If the starting point already lies in the ball there is nothing to prove; otherwise write and choose . Let be the first hits of the two circles.
The Brownian exit time from the annulus is finite almost surely: it is no later than exit of the first coordinate from , which is finite by part (a). The function is harmonic on this annulus. The Itô formula and optional stopping theorem apply to its bounded stopped values, yieldingSolving gives the planar Brownian annulus hitting probabilityAs this tends to one, while the event in the formula is contained in . Thus the inner circle is hit almost surely. That circle lies strictly inside the original open ball, proving the recurrence of planar Brownian motion in the form requested:A probability-one intersection over balls with rational centres and positive rational radii makes this conclusion simultaneous for all nonempty open balls, since every such ball contains one from that countable family.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 203 1 b Solution Created 2026-10-03 Updated 2026-10-06
A finite original exit time alone does not imply that the integral defining the conformal Brownian clock is finite. To establish this, let . On the event , the Brownian path of part (a) lives forever in , while its inverse clock satisfiesChoose a closed disc compactly contained in . Its radius may be decreased so that on . Recurrence of planar Brownian motion, together with the Strong Markov property, gives infinite total Brownian occupation time in : return repeatedly to a smaller concentric disc, and use the fixed positive probability of remaining in for a fixed positive duration. The successive trials imply infinitely many such durations. This is the same mechanism as the divergence of a positive planar Brownian occupation integral.
Hence, on any infinite-lifetime Brownian path,This contradicts . Thus is finite almost surely, and equality in law from part (a) gives finite exit from a conformal image of a bounded planar domain:This asserts almost-sure finiteness, not finiteness of the expected exit time.
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 201 5 c Solution 2026-10-03
Because is a continuous probability density, there are a point , a radius , and such thatBy the recurrence of planar Brownian motion, the smaller disc is visited at arbitrarily large times. Starting anywhere in that smaller disc, Brownian continuity and compactness give a uniform probability of staying in for a fixed time .
Apply the Strong Markov property at successive visits separated by at least . The conditional probability of each stay event is at least , so the conditional Borel-Cantelli lemma gives infinitely many successful stays almost surely. Every success adds at least to . Since is nondecreasing,
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 201 5 a Solution Created 2026-09-24 Updated 2026-10-03
Planar Brownian motion and the initial law are invariant under every rotation about the origin. The hitting time is also rotation invariant, so the law of is invariant under every rotation of the circle of radius . Planar Brownian motion hits that circle almost surely by recurrence of planar Brownian motion. The unique rotation-invariant probability measure on the circle is its uniform measure, and therefore
planar Brownian motion is recurrence of planar Brownian motion when, almost surely, it returns to every nonempty open neighborhood infinitely often, at arbitrarily large times. This does not mean that it hits each specified point; a prescribed point is polar for planar Brownian motion.
recurrence of planar Brownian motion and continuity imply that all the circle-hitting times in the question are finite. Starting on radius , it eventually visits the exterior of radius and must cross that circle; it later visits the interior of radius and must cross back. Each duration is strictly positive by path continuity, because the two radii are separated.
At , the Strong Markov property restarts Brownian motion at its current point on the inner circle. rotational invariance of Brownian motion makes the law of the subsequent first exit time from the radius- disk independent of that starting angle. Its conditional distribution given the past is therefore the same fixed law at every cycle, proving that the are independent and identically distributed.
To prove divergence of the conformal clock for any nonconstant entire , choose a point with . By continuity, there exist such that throughout the closed disk . Use the same recurrence of planar Brownian motion circle cycles centered at , with radii . On each segment from the inner circle to the outer circle, the path remains in that disk, givingThe durations are positive iid variables. If their mean has not been computed, apply the strong law of large numbers to the bounded iid variables : their mean is strictly positive, so their sum, and hence , diverges almost surely. ThereforeCentering the disks at a noncritical point avoids an unjustified positive lower bound on around the original origin.
Write . Harmonicity and Itô's formula make continuous local martingales. The Cauchy-Riemann equations give equal brackets and zero mutual bracket. Consequently Lévy's characterization of Brownian motion after time change of a continuous process makes a planar Brownian motion started at , with no finite clock lifetime because the clock just proved is unbounded. The clock is strictly increasing: otherwise would vanish along a nonconstant path interval, contradicting its isolated zeros.
For the notation in the source, is interpreted as the conformal scale . If it instead means the sum of the squared magnitudes of both complex coordinate derivatives, it is , and the resulting runs at half the usual Brownian speed. This convention does not change divergence of the integral. The mechanism is recurrent disk occupation makes an entire conformal clock infinite.
Suppose first that . Apply part (a) with inner radius and outer radius :Each event implies finite hitting time of the circle, so that hitting probability is one. If , the hitting time is zero. If , it is the exit time from a bounded disk. The martingale , stopped before that exit, gives a finite mean exit-time bound . Thus the asserted hitting time is almost surely finite in this case too.
For alternating visits, choose two closed smaller disks strictly inside the given open disks , so their distance is positive. Define successive first hitting times of . Translation invariance and the Strong Markov property apply the just-proved hitting result from every successive starting point. A countable intersection makes all these times finite almost surely, with the required disk memberships.
These increasing times cannot accumulate at a finite time. On a compact time interval a continuous Brownian path is uniformly continuous, whereas every consecutive visit must cross the fixed positive distance between and . ThereforeThis is the recurrence of planar Brownian motion in neighborhoods; it does not assert that every individual point is hit.
Polar point for planar Brownian motion Created 2026-10-06 Updated 2026-10-31
A prescribed point is almost surely never visited by planar Brownian motion started elsewhere. The harmonic function gives an annular hitting probability that tends to zero as the inner radius decreases to zero. This does not contradict recurrence of planar Brownian motion, which concerns neighbourhoods.
For a nonconstant entire function choose a point with nonzero derivative and a small closed disk around it where has a positive lower bound. recurrence of planar Brownian motion gives infinitely many successive crossings from a concentric inner circle to the disk boundary. Their durations are positive iid variables by strong Markov and rotational invariance of Brownian motion. The strong law applied to their bounded positive truncations makes their sum infinite. Hence the conformal clock is infinite and the analytic Brownian image, under time change of a continuous process, has full infinite Brownian lifetime. Centering the disk at a noncritical point is essential.
Transience of Brownian motion in dimension at least three Created 2026-09-24 Updated 2026-11-05
Standard Brownian motion in is transient for : almost surely. In dimension three, start away from zero and use the positive local martingale . It is a supermartingale, hence converges to a finite limit. Brownian scaling and the normal distribution of show that in probability, so its almost-sure limit must be zero. Thus .
For a start at zero, apply the same argument from any positive deterministic time; the position there is nonzero almost surely. In higher dimensions, project onto three coordinates: the full radius dominates a radius already tending to infinity. This differs from recurrence of planar Brownian motion, where every neighbourhood is visited repeatedly.