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Every real sequence has a monotone subsequence (the peak / rising-sun lemma)
Statement
Every sequence of reals has a monotone subsequence: for every sequence of reals (Sequences of reals: bounded, eventually, frequently, tails, subsequences) there is a strictly increasing such that the subsequence is monotone (Nondecreasing, increasing, nonincreasing, decreasing, monotone, and eventually monotone sequences).
No hypothesis whatever is placed on : it need not be bounded, and it need not converge. Combined with the corollary later on this page, which converts monotone plus bounded into convergent, this is the whole content of the Bolzano-Weierstrass theorem.
Call an index a peak of when
that is, when no later term ever exceeds . The proof splits on whether peaks occur arbitrarily late or stop occurring, and produces a nonincreasing subsequence in the first case and an increasing one in the second. The picture behind the name is the rising sun shining from the right: the peaks are the points that are not put in shadow by anything to their right.
Facts & Assumptions
Given: A sequence of reals. An index is called a peak when for every , and denotes the set of peaks.
Recursion theorem: for a set , an element and a function there is a unique with and (The recursion theorem).
Well-ordering principle: every nonempty subset of has a least element (The well-ordering principle).
Consecutive comparisons suffice for an index map: if for every then is strictly increasing (A strictly increasing index map satisfies ).
Consecutive comparisons suffice for monotonicity: if for every then is nonincreasing, and if for every then is increasing; in both cases is monotone (Nondecreasing, increasing, nonincreasing, decreasing, monotone, and eventually monotone sequences).
Subsequences: for strictly increasing , the composite is a subsequence of and is again a sequence of reals (Sequences of reals: bounded, eventually, frequently, tails, subsequences).
Order on : means and ; the order is total and transitive (Order on the natural numbers, is a linear order on ).
Discreteness: for every (Discreteness: is the immediate successor).
Trichotomy in : for reals exactly one of , , holds, so the failure of is , and is impossible (Order on the reals, Complete ordered field (least-upper-bound property), Ordered field).
Proof
Case (i). Assume that for every there is a peak with .
Case (ii). Assume instead that there is such that no is a peak.
In case (i) the set is nonempty, since the case hypothesis applied to produces a peak, so has a least element .
In case (i), for each the set is nonempty, by the case hypothesis applied to ; let be its least element. This defines with for every .
In case (ii) put ; it is nonempty because .
In case (i), the recursion theorem applied to the set , the element and the function gives with and ; every is a peak and for every .
In case (ii), each satisfies and so is not a peak, meaning some has ; such an is distinct from , since is impossible, hence and . The set of such is therefore a nonempty subset of ; let be its least element. This defines with and .
In case (i), is strictly increasing by [L3], so is a subsequence of .
In case (i), for every the index satisfies and is a peak, so ; hence is nonincreasing, so monotone.
In case (ii), the recursion theorem applied to the set , the element and the function gives with and ; thus and for every .
In case (ii), is strictly increasing by [L3], so is a subsequence of , and it is increasing by [L4], so monotone.
Cases (i) and (ii) are literal negations of one another, so one of them holds; case (i) produces the monotone subsequence and case (ii) the monotone subsequence . Every sequence of reals therefore has a monotone subsequence.
Remarks
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The two cases are a negation pair, so no completeness is used to split them. Either peaks occur beyond every index, or they stop; nothing about enters the dichotomy. The only properties of the reals used anywhere above are trichotomy of the order, in step 3.2, and nothing else. In particular this lemma holds verbatim in any linearly ordered set, and it is A monotone sequence converges if and only if it is bounded, not this lemma, that consumes the least-upper-bound property inside Bolzano-Weierstrass: every bounded real sequence has a convergent subsequence.
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Which kind of monotone subsequence is produced depends on the case, and the statement deliberately does not say which. Case (i) gives a nonincreasing subsequence and case (ii) a strictly increasing one. A sequence may satisfy case (i) with no increasing subsequence at all, for instance a constant sequence, so nothing stronger than "monotone" can be claimed uniformly.
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Choice is not used. Both recursions choose a least element, supplied by the well-ordering principle (The well-ordering principle), so the functions and are defined outright rather than selected, and The recursion theorem then produces the index map. This is why the lemma, and with it Bolzano-Weierstrass in , needs no form of the axiom of choice, in contrast with the usual argument for sequential compactness in a general metric space.
Depends on
- Sequences of reals: bounded, eventually, frequently, tails, subsequences
- Nondecreasing, increasing, nonincreasing, decreasing, monotone, and eventually monotone sequences
- Order on the reals
- Complete ordered field (least-upper-bound property)
- Ordered field
- A strictly increasing index map satisfies $n_k \ge k$
- The recursion theorem
- The well-ordering principle
- Order on the natural numbers
- $\le$ is a linear order on $\mathbb{N}$
- Discreteness: $\sigma(n)$ is the immediate successor
Used by
Dependency tree · next 3 levels
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Sources
- Bolzano-Weierstrass theorem (Wikipedia) (standard reference, not scraped)
- T. Tao, Analysis I, 3rd ed., §6.4 and §6.6 (standard reference, not scraped)
- J. Lebl, Basic Analysis I, §2.3 (monotone subsequence) (standard reference, not scraped)
- W. Rudin, Principles of Mathematical Analysis, 3rd ed., Ch. 3 (standard reference, not scraped)
- Peak Point Lemma (ProofWiki) (standard reference, not scraped)
- The Monotone Subsequence Theorem (Mathonline) (standard reference, not scraped)