Monotone subsequence 2026-10-25
A monotone subsequence is a subsequence which is a monotone sequence. The indices always increase strictly, but equal selected values are permitted. The monotone subsequence theorem guarantees one for every sequence of real numbers.
For a sequence of real numbers, a common finite limit of a sequence for all monotone subsequences forces the whole sequence to have that limit of a sequence. There is no need to assume a bounded sequence if the hypothesis already includes convergence of every monotone subsequence.
If fails to tend to , select a subsequence with for some fixed . The monotone subsequence theorem gives a monotone subsequence of this subsequence, which contradicts the common limit of a sequence . Conversely, every subsequence of a convergent sequence has the original limit of a sequence.
For a bounded sequence, the bounded monotone sequence theorem already ensures that all monotone subsequences converge. Only agreement of their limits of sequences remains to be checked.
Past exam of the mathematics course of the University of Cambridge 2014 ia Paper 1 3D Solution Created 2026-09-24 Updated 2026-10-06
Call an index a peak if for every . If there are infinitely many peaks, list their indices increasingly. Each selected value is at least every later selected value, so this gives a nonincreasing subsequence.
If there are only finitely many peaks, choose an index beyond the last one. Every index from then onward has a later index with strictly larger value. Select these recursively: with . This gives an increasing subsequence. Neither complex argument requires the original sequence to be bounded. Every real sequence therefore has a monotone subsequence, as asserted by the monotone subsequence theorem.
The Bolzano-Weierstrass theorem states: every bounded sequence of real numbers has a convergent subsequence.
By the monotone subsequence theorem proved in the preceding part, a bounded sequence has a monotone subsequence . It inherits the bounds of . For completeness, the bounded monotone sequence theorem follows directly from completeness of the real numbers. If is increasing, let . For every , the definition of supremum supplies with . Thenso . If is decreasing, apply the increasing case to , or use its infimum. Thus in either case
Call a peak of a sequence when for every . If there are infinitely many peaks of a sequence, list their indices in increasing order, . Since ,This is a decreasing subsequence; throughout this argument, a decreasing monotone sequence may have equal successive terms.
If there are only finitely many peaks of a sequence, choose beyond all their indices; take if there are none. Every fails to be a peak of a sequence, so some satisfies . Starting with , choose such an recursively. This givesThe two cases prove the monotone subsequence theorem without any boundedness hypothesis.
If , every subsequence also has limit of a sequence : its increasing indices eventually exceed any prescribed threshold. This applies in particular to every monotone subsequence.
Conversely, suppose is a bounded sequence and all its monotone subsequences converge to the same . At least one exists by the monotone subsequence theorem. If did not tend to , there would be and a subsequence such thatApply the monotone subsequence theorem to . The resulting further subsequence is also a monotone subsequence of , so it tends to , contradicting the displayed bound. ThereforeThe bounded monotone sequence theorem ensures that these subsequences have finite limits of sequences; the hypothesis requires those values to agree.
Peak of a sequence 2026-10-25
A peak of a sequence of real numbers is an index whose value is at least every later value. This is a condition on the entire tail, stronger than comparing only adjacent terms. Equality is allowed: every index of a constant sequence is a peak of a sequence.
Infinitely many peaks of a sequence, listed in increasing order of index, give a nonincreasing monotone subsequence. If only finitely many exist, every index beyond the last has a larger later term; repeatedly choosing one gives a strictly increasing monotone subsequence. This proves the monotone subsequence theorem.
A peak of a sequence of supplies a lower bound for all subsequent terms of . If both and have a peak of a sequence, the two selected values bound a common tail. Adding bounds for the finite initial segment proves that is a bounded sequence.