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| Show that there is a finite open cover. | Show that there is a finite open cover. | ||
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| + | H) Sequential compact: | ||
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| + | ∀ (y_n) in f(E), ∃ (y_n_k)_k s.t. lim y_n_k = y ∈ f(E) as k -> +inf | ||
| + | |||
| + | I) If f: X -> R is continuous and E ⊂ X is compact, there exist p, q ∈ E s.t. f(p) = sup(f(E)), f(q) = inf(f(E)) | ||
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| + | 31. How do we know K = (0, 1] is closed in (0, +inf)? | ||
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| + | J) Heine-Borel Theorem applies when X = R^n | ||
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| + | H) Pre-image of compact set may not be compact. | ||
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| + | Ex: f(x) = 1/x, Image = [0, 1] | ||
| + | |||
| + | **Lecture 14** | ||
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| + | 32. Show that sinx is uniformly continuous. | ||
| + | |||
| + | 33. Why is [0, 2π) not compact? (Referring to an example showing that if X is not compact, we cannot make a conclusion that if f: X -> Y is continuous and f is a bijection, the inverse is also continuous) | ||
| + | |||
| + | A) Uniformly continuous (f: X -> Y): | ||
| + | |||
| + | ∀ ε > 0, ∃ δ > 0 s.t. for all p, q ∈ X, d_X(p, q) < δ -> d_Y(f(p), f(q)) < ε | ||
| + | |||
| + | - One delta value works for all p ∈ X (unlike regular continuity) | ||
| + | |||
| + | B) sinx is uniformly continuous, but x^2 is not | ||
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| + | C) If f: X -> Y is continuous and X is compact, f is uniformly continuous. | ||
| + | |||
| + | D) If f: X -> Y is continuous, S ⊂ X, then f|_S: S -> Y is continuous. | ||
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| + | E) If f: X -> Y is continuous, X is compact, and f is a bijection, then f^-1: Y -> X is continuous. | ||
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| + | F) If f: X -> Y is uniformly continuous and S ⊂ X with the induced metric, then f|_S: S -> Y is also uniformly continuous. | ||
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| + | G) **Connected** space: | ||
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| + | The only subset of X that is both open and closed are X and ∅. | ||
| + | |||
| + | H) If f: X -> Y is continuous, X is connected, then f(X) is connected. | ||
| + | |||
| + | I) If f: X -> Y is continuous, E ⊂ X is connected, then f(E) is connected. | ||
| + | |||
| + | **Lecture 15** | ||
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| + | A) Connected subset cannot be written as A ∪ B, where (closure of A) ∩ B = ∅ and A ∩ (closure of B) = ∅. | ||
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| + | 34. If the subset can be written as a union of A and B (the situation described above), how do we know that A, B are both open and closed in the subset? | ||
| + | |||
| + | A: (closure of A) ∩ S = (closure of A) ∩ (A ∪ B) = ((closure of A) ∩ A) ∪ ((closure of A) ∩ B) = A ∪ ∅ = A. -> A and B are closed. | ||
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| + | A and B are complements. Thus, A and B are open. | ||
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| + | B) E is connected iff for all x, y ∈ E, and x < y, [x, y] ⊂ E. | ||
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| + | 35. Why does being a x ∈ X being a limit point of E ⊂ X imply that all (B_ε(x) \ {x}) ∩ E ≠ ∅? | ||
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| + | C) If f: (a, b) -> R is a monotone increasing function, f has at most countably many discontinuities. | ||
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| + | 36. If f: [0, 1] -> R is continuous and f([0, 1]) ⊂ [0, 1], there exists x ∈ [0, 1] s.t. f(x) = x. Prove this statement. | ||
| + | |||
| + | **Lecture 16** | ||
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| + | 37. Give an example of a function that is pointwise convergent, but not uniformly convergent. | ||
| + | |||
| + | A) Pointwise convergence (f_n: X -> Y): | ||
| + | |||
| + | For all x ∈ X, lim f_n(x) = f(x) as n -> +inf | ||
| + | |||
| + | B) Pointwise limit of a function does not preserve integral. | ||
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| + | 38. Describe the difference among Pointwise convergence, | ||
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| + | 39. How is d∞-metric sense convergence related to uniform convergence? | ||
| + | |||
| + | A: f_n -> f uniformly iff lim d∞(f_n, f) = 0 as n -> +inf | ||
| + | |||
| + | **Lecture 17** | ||
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| + | A) Uniformly continuous: | ||
| + | |||
| + | for all ε > 0, there exists N > 0 s.t. for all n > N and for all x ∈ X, we have |f_n(x) - f(x)| < ε. | ||
| + | |||
| + | - N only depends on ε, not on x. | ||
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| + | B) Uniformly Cauchy iff Uniformly convergent. | ||
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| + | C) f_n: X -> R, 0 <= M_n ∈ R s.t. M_n >= sup|f_n(x)| where x ∈ X. | ||
| + | |||
| + | If an infinite series of M_n from n = 1 to n = +inf is less than +inf, then the infinite series of f_n from n = 1 to n = +inf converges uniformly. | ||
| + | |||
| + | i.e. If the absolute value of f_n(x) is bounded (let's say the bound is M_n), and the infinite sum of M_n converges, then the infinite sum of f_n converges uniformly. | ||
| + | |||
| + | D) Uniform convergence preserves continuity. | ||
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| + | E) To show that a function f is continuous, it suffices to show that for all x ∈ X', we have lim f(t) = f(x) as t -> x. | ||
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| + | 40. Why can we state the above (E)? | ||
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| + | F) If K is a compact metric space, f_n: K -> R, f_n is continuous, f_n -> f, f is continuous, and f_n(x) >= f_(n+1)(x), | ||
| + | |||
| + | f_n -> f uniformly. | ||
| + | |||
| + | **Lecture 18** | ||
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| + | A) K ⊂ X is compact iff K is closed and bounded **if X = R^n** | ||
| + | |||
| + | Counterexample when X ≠ R^n: | ||
| + | |||
| + | X = (0, 1), K = (0, 1) | ||
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| + | 41. Why is K not compact in the above example? | ||
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| + | B) Open and closed are relative notion, but compactness is an absolute notion. | ||
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| + | 42. If K ⊂ X is compact and E ⊂ X is closed, why are we able to conclude that K ∩ E is compact? | ||
| + | |||
| + | C) Continuity preserves compactness and connectedness, | ||
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| + | 43. Give examples of (C) in which continuity does not preserve openedness that is not f(x) = x^2 and the domain is (-1, 1). | ||
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| + | 44. Show f(x) = sin(1/x) is not uniformly continuous. | ||
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| + | 45. How does f_n -> f uniformly translates to lim sup|f_n(x) - f(x)| = 0 as n -> +inf and for x ∈ X? | ||
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| + | 46. Show that f_n(x) = x/n converges to 0 pointwise, but not uniformly. | ||
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| + | D) E ⊂ X is dense iff (closure of E) = X | ||
| + | |||
| + | **Lecture 19** | ||
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| + | A) If f is differentiable at p ∈ [a, b], then f is continuous at p. | ||
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| + | B) If f(x) is differentiable at p, then there exists u(x) s.t. f(x) = f(p) + (x-p)f' | ||
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| + | u(x) = (f(x) - f(p))/(x - p) - f'(p) when x ≠ p, u(x) = 0 when x = p | ||
| + | |||
| + | C) p can be a local maximum, but f'(p) is non existent (cusp). | ||
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| + | D) Local maximum and minimum can occur at endpoints. | ||
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| + | E) f: [a, b] -> R is a continuous function. Assume f'(x) exists for all x ∈ (a, b). If f(a) = f(b), then there exists c ∈ (a, b), s.t. f'(c) = 0. (Rolle' | ||
| + | |||
| + | F) If f, g: [a, b] -> R are continuous and differentiable on (a, b), then there exist c ∈ (a, b) s.t. [f(b) - f(a)]g' | ||
| + | |||
| + | - Special case: | ||
| + | |||
| + | f(b) - f(a) = (b-a)f' | ||
| + | |||
| + | **Lecture 20** | ||
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| + | 47. "If c is a local maximum of a function, and if derivative exists at c, and c is an interior point, derivative vanishes." | ||
| + | |||
| + | A) f: R -> R, f is continuous, f'(x) exists for all x ∈ R. Assume there exists M > 0 s.t. |f' | ||
| + | |||
| + | B) f: [a, b] -> R is a differentiable function. f'(a) < f'(b). Then, for any c ∈ R w/ f'(a) < c < f'(b), there exists a d ∈ (a, b) s.t. f'(d) = c | ||
| + | |||
| + | C) lim (f(x)/g(x)) = C as x -> a if: | ||
| + | |||
| + | f, g: (a, b) -> R are differentiable, | ||
| + | |||
| + | lim (f' | ||
| + | |||
| + | i) lim f(x) = 0 as x -> a, lim g(x) = 0 as x -> a OR | ||
| + | |||
| + | ii) lim g(x) = +inf as x -> a | ||
| + | |||
| + | **Lecture 21** | ||
| + | |||
| + | A) Smooth functions: | ||
| + | |||
| + | Derivatives exist to all order. | ||
| + | |||
| + | B) Taylor Theorem: | ||
| + | |||
| + | f: [a, b] -> R is a function s.t. f^(n-1) (x) exists and is continuous on [a, b]. f^(n) (x) exists on (a, b). | ||
| + | |||
| + | Then, for any α, β ∈ [a, b], we have: | ||
| + | |||
| + | f(β) = f(α) + f' | ||
| + | |||
| + | R_n(α, β) = 0 if α = β, R_n(α, β) = f^n(r)/ | ||
| + | |||
| + | **Lecture 22** | ||
| + | |||
| + | A) Power series: | ||
| + | |||
| + | Series of the form ∑ C_n(x-x_0)^n from n = 0 to n = +inf | ||
| + | |||
| + | B) Radius of Convergence R: | ||
| + | |||
| + | R = sup {r >= 0, s.t. if |x-x_0| <= r, the series converges} | ||
| + | |||
| + | C) If R = 1/a, where a = limsup|C_n|^(1/ | ||
| + | |||
| + | If |x-x_0| < R, the series converges. | ||
| + | |||
| + | If |x-x_0| > R, the series diverges. | ||
| + | |||
| + | 48. Prove the diverging case of (C). | ||
| + | |||
| + | D) Real Analytic function f: | ||
| + | |||
| + | f: (a, b) -> R is smooth, for all x_0 ∈ (a, b), f(x) = ∑ C_n(x-x_0)^n for x in some neighborhood of x_0. | ||
| + | |||
| + | 49. Regarding the definition of real analytic function, what does it mean for "f(x) = ∑ C_n(x-x_0)^n for x in some neighborhood of x_0"? | ||
| + | |||
| + | E) Length of a function: | ||
| + | |||
| + | ∫sqrt(1 + (f' | ||
| + | |||
| + | F) U(P, f) = ∑ M_i*Δx_i from i = 1 to i = n | ||
| + | |||
| + | L(P, f) = ∑ m_i*Δx_i from i = 1 to i = n | ||
| + | |||
| + | M_i = sup{f(x)|x ∈ [x_(i-1), x_i]} | ||
| + | |||
| + | m_i = inf{f(x)|x ∈ [x_(i-1), x_i]} | ||
| + | |||
| + | Δx_i = x_i - x_(i-1) | ||
| + | |||
| + | G) U(f) = inf U(P, f) | ||
| + | |||
| + | L(f) = sup L(P, f) | ||
| + | |||
| + | H) f is integrable if U(f) = L(f) | ||
| + | |||
| + | I) Generalization of Riemann-Stieltjes integrable: | ||
| + | |||
| + | Let α: [a, b] -> R be a monotone increasing function, define partition P = {a = x_0 <= x_1 <= ... <= x_n = b}, define Δα_i = α(x_i) - α(x_(i-1)) | ||
| + | |||
| + | The remaining definitions are similar as in parts (F) and (G), except Δx_i -> Δα_i, and U(P, α) = L(P, α) implies that f is Riemann-Stieltjes integrable w.r.t. α. | ||
| + | |||
| + | **Lecture 23** | ||
| + | |||
| + | A) If a partition Q is a refinement of partition P on [a, b], then L_P <= L_Q <= U_Q <= U_P. | ||
| + | |||
| + | B) L(f, α) <= U(f, α) | ||
| + | |||
| + | C) f is integrable w.r.t. α iff for all ε > 0, there exists P partition s.t. U_P - L_P < ε | ||
| + | |||
| + | 50. | ||
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| + | General Note: | ||
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| + | A) Contradiction is very useful in proofs. | ||
| + | |||
| + | When using contradiction, | ||