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Explain injective, surjective and composition.
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Injective: F(x1) = F(x2) => x1 = x2
Surjective: Range is the codomain, find inverse to prove. Composition: If f: A -> B and g: B -> C then g(f(x)): A -> C. If f and g both injective/surjective so is the composition. |
Explain upper/ lower bound and bounded for sets.
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Let A be a subset of R.
An upper bound on A is any K in R such that, for all x in A, x ≤ K. A lower bound on A is any L in R such that, for all x in A, x ≥ L. If A has an upper bound, we say that A is bounded above. If A has a lower bound, we say that A is bounded below. A is bounded if it is bounded both above and below. |
The Archimedean Property of R
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Given any real number K, there is some positive integer n such that n > K (this also applies to Q).
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Explain supremum and infimum.
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The supremum of a subset A of R is its least upper bound (if this exists), denoted supA. So supA is a real number with two properties:
(i) supA is an upper bound on A. (ii) No number less than supA is an upper bound on A. The infimum of A is its greatest lower bound (if this exists), denoted inf A. |
The Axiom of Completeness
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Every nonempty subset of R which is bounded above has a supremum in R. The same is true of bouned below and an infimum.
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Explain density in R and countability.
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Q is dense in R: between any pair of distinct real numbers, there is a rational number.
R\Q is dense in R: between any pair of distinct real numbers, there is an irrational number. R\Q is uncountable. |
Nested Intervals Lemma
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Let In = [an, bn] be a nested sequence of closed intervals. Then there exists x in R such that x in In for all n in Z+.
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The Triangle Inequality
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For all x, y in R, |x + y| ≤ |x| + |y|
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Definition of convergence. IMPORTANT!
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A real sequence (an) converges to a real number L if, for each " > 0 there exists some positive integer N such that for all n ≥ N, |an − L| < ". In this case, we will write an → L.
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Uniqueness of Limits
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If a sequence converges, its limit is unique.
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Explain boundedness of sequences.
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We say that a real sequence (an) is bounded above if its range, the set A = {an : n in Z+} is bounded above (as in Definition 6), that is, if there exists K in R such that an ≤ K for all n in Z+.
(an) is bounded below if A is bounded below. (an) is bounded if it is bounded both above and below. If a sequence converges then it is bounded. If K ≤ an ≤ M for all n in Z+ and (an) converges to L, then K ≤ L ≤ M. |
Algebra of Limits
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If an → A and bn → B then
(i) an + bn → A + B, (ii) an.bn → AB. If, in addition, an doesn't equal 0 for all n and A doesn't equal 0, then (iii) 1/an →1/A |
The Squeeze Rule
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Let (an), (bn) and (cn) be sequences such that (an) and (cn) converge to the same limit L. If there exists k in Z+ such that an ≤ bn ≤ cn for all n ≥ k, then (bn) converges to L also.
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Explain increasing, decreasing and monotone sequences.
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A sequence (an) is increasing if an+1 ≥ an for all n in Z+. It is decreasing if an+1 ≤ an for all n ∈ Z+. It is monotone if it is increasing or decreasing.
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The Monotone Convergence Theorem
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Every bounded monotone sequence converges.
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