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46 Bijections and Inverse Functions A function f A → B is bijective (or f is a bijection) if each b ∈ B has exactly one preimage Since "at least one'' "at most one'' = "exactly one'', f is a bijection if and only if it is both an injection and a surjection A bijection is also called a onetoone correspondenceRestriction of a convex function to a line f Rn → R is convex if and only if the function g R → R, g(t) = f(xtv), domg = {t xtv ∈ domf} is convex (in t) for any x ∈ domf, v ∈ Rn can check convexity of f by checking convexity of functions of one variableDefinition 13 A bounded function f a,b → Ris Riemann integrable on a,b if its upper integral U(f) and lower integral L(f) are equal In that case, the Riemann integral of f on a,b, denoted by Zb a f(x)dx, Zb a f, Z a,b f or similar notations, is the common value of U(f) and L(f) An unbounded function is not Riemann integrable
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tFX "¯^ ~fBA-Cu (Lecture 7) ELE 301 Signals and Systems Fall 1112 13 / 37 Shift Theorem The Shift Theorem x(t ˝) ,ej2ˇf˝X(fCalifornia Franchise Tax Board File a return, make a payment, or check your refund Log in to your MyFTB account Follow the links to popular topics, online services



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A f x dx b a 2 f a f b t 1 f is the trapezoidal rule School Namibia University of Science and Technology This preview shows page 9 15 out of 16 pages a f ( x ) dx ≈ ( b a ) 2 ( f ( a ) f ( b )) = T 1 ( f ) is the trapezoidal rule, which is deduced directly from the diagram Ndinodiva NUST others Numerical IntegrationT C O f B X N E A e B b g E h b a r ̊e p i ̔ E ʔ́B f B X N A j z A X p C N ADVD Ȃǂ̊e p i ̔ E ʔ̂ s Ă ܂ B 05 N h Q Y { \ 05 N h Q Y { \ w A X ^ b t Studio ALTADuality Theorem If x(t) ,X(f), then X(t) ,x(f) This result e ectively gives us two transform pairs for every transform we nd Exercise What signal x(t) has a Fourier transform e jf?
This means that the function F(x) is differentiable and F '(x) = f (x) In other words, the function F(x) is an antiderivative of f (x) From this and what we learned about antiderivatives, we obtain the following fundamental result The Fundamental Theorem of Calculus Let f (x) be continuous on a, b If F(x) is any antiderivative of f (x), thenWhat theorem states that if we let f be continuous on a,b and differentiable on (a,b) and if f(a)=f(b) then there is at least one number c on (a,b) such that f'(c)=0 (If the slope of the secant is 0, the derivative must = 0 somewhere in the interval)?Solution Remember that a continuous function on a compact set is uniformly continuous
X (11) where E is the exp ectation op erator with resp ect to a probabilit y distribution P go v erning (B t;t 0) as a standard onedimensional Bro wnian motion started at Researc h supp orted in part b y NSF gran t DMS1 divide both sides by tand take the limit as t!0 One can use the chain rule to justify some of the wellknown formulae for di erentiationF(y) f(x) rTf(x)(y x) mjjy xjj2;



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F(x) = P(X x) = Z x 1 f(t) dt;Brandon Behring Functional Analysis HW 2 Exercise 26 The space Ca;b equipped with the L1 norm jjjj 1 de ned by jjfjj 1 = Z b a jf(x)jdx is incomplete If f n!fwith respect to the supnorm jjjj 1then f n!f with respect to jjjjOr e x can be defined as f x (1), where f x R → B is the solution to the differential equation df x / dt (t) = x f x (t), with initial condition f x (0) = 1;



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Whenever (t;y 1);(t;y 2) are in D L is Lipschitz constant I Example 1 f(t;y) = t y2 does not satisfy any Lipschitz condition on the region1x2 using the trapezoidal method Tn(f) How large should nbe chosen in order to ensure that ¯ ¯ ¯EnT(f) ¯ ¯ ¯ ≤5 × 10−6 We begin by calculating the derivatives f0(x)= −2x ³ 1x2 ´2,f 00(x)= −26x2 ³ 1x2 ´3 From a graph of f00(x), max 0≤x≤2 ¯ ¯ ¯f00(x) ¯ ¯ ¯ =2 Recall that b−a= 2 Therefore, ET n(f)=− h2 (b− Section 75 Proof of Various Integral Properties In this section we've got the proof of several of the properties we saw in the Integrals Chapter as well as a couple from the Applications of Integrals Chapter Proof of ∫ kf(x)dx = k∫ f(x)dx ∫ k f ( x) d x = k ∫ f ( x) d x



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$\begingroup$ @mlainz You might find it amusing to learn that the graph of any such function that is not continuous is dense in ${\mathbb R}^m \times {\mathbb R}^{n}$ In particular, the graph of any such function from the reals to the reals that is not continuous has a graph that is dense in the plane This means that the graph comes arbitrarily close to every pointT i ∈ (x i , x i 1 ) The righthand side of the expression is nothing but the Riemann sum which will eventually converge to definite integral as the partition P Misc 43Choose the correct answerIf 𝑓𝑎𝑏−𝑥=𝑓𝑥, then 𝑎𝑏𝑥 𝑓𝑥𝑑𝑥 is equal to (A) 𝑎𝑏2𝑎𝑏 𝑓𝑏−𝑥𝑑𝑥 (B) 𝑎𝑏2𝑎𝑏 𝑓𝑏𝑥𝑑𝑥 𝑏 −𝑎2𝑎𝑏 𝑓𝑥𝑑𝑥 (D) 𝑎𝑏2𝑎𝑏



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The second part states that if f a;b !R is continuous, then d dx Z x a f(t)dt= f(x) 241 242 12 Properties and Applications of the Integral This is a continuous analog of the corresponding identity for di erences of sums, Xk j=1 a j kX 1 j=1 a j= a kF(t)dt = f(x) Example Find the derivative of the functions listed below g(x) = Z x 1 p 9 t2dt;And dividing by dtgives us the chain rule More rigorously, start with the approximation formula, wˇf x x f y y f z z;



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As t runs from x to x = h, f(t) runs only over a very range of values, all close to f(x) So the darkly shaded region is almost a rectangle of width h and height f(x) and so has an area which is very close to f(xA f(x) = 4x 6 b f(x) = 6x – 2 c f(x) = 6x 4 d f(x) = 6x 4x e f(x) = 6x2 – 2 The correct answer is f(x) = 6x – 2 Question 2 Question text If f (t)=t2 t, Between t = 10 and t = 12, what is the increase in f divided by the increase in t?Is a factorisation of f(x) over the integers Suppose that f(x) = a nxn a n 1xn 1 a 0 g(x) = b dx d b d 1x 1 b 0 h(x) = c exe c e 1xe 1 c 0 for some n, dand e>1 As a 0 = b 0c 0 is not divisible by p2 either b 0 or c 0 is not divisible by p Possibly switching g(x) and h(x) we may assume that b



Let Gx T Dt Where F Is The Function Whose Graph Is Shown A Evaluate Gtx For X 0 1 2 3 4 5 And 6 Gt1 1 2 0t2 0 G 3 1 2 Ot4 0 9 5 3 2 9 6 4 B Estimate G 7 Use The Midpo Homeworklib



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T(f(x)) = f0(x)g(x) 2f(x) and U(a bx cx2) = (a b;c;a b) Let 2= 1;x;x and = fe 1;e 2;e 3 gbe the standard ordered bases of P 2(R) and R3 (a)Compute U , T , and UT directly Then use Theorem 211 to verify your result (b)Let h(x) = 3 2x x2 Compute h(x) and U(h(x)) Then use U and Theorem 214 to verify your result SolutionHere, y= f(x) f(a), while dy= f0(a) x= f0(a)(x a) So f(x) f(a) ˇf0(a)(x a) Therefore f(x) ˇf(a) f0(a)(x a) The righthand side f(a) f0(a)(x a) can be interpreted as follows It is the best linear approximation to f(x) at x= a It is the 1st Taylor polynomial to f(x) at x= a The line y= f(a) f0(a)(x a) is the tangent line at (a;f(a))8x2dom(f) One of the main uses of strict convexity is to ensure uniqueness of the optimal solution We see this next 32 Strict Convexity and Uniqueness of Optimal Solutions Theorem 3 Consider an optimization problem minf(x) st x2;



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View MATH 6pdf from MATH 1 at University of California, Los Angeles f a, b f (a) > 0 f (b) > 0 f a, b f (x) = 1 x (1, f (1) 1 −1 f (c) − f (1) 1−c 1 = c = =− c−1 c−1 c(c −F(x)dx b a If we apply thattheorem tothe fraction in (1)with a = x b = xh 3 b a = h we get lim hœ0 ∫xh x f(t)dt h = lim hœ0 f(c) where c is somewhere in the interval x,xh In the limit as h goes to 0, c gets squeezed downtox Because f(x) is continuous we have that limThe expression ↦ (,) (read "the map taking x to f(x, t 0)") represents this new function with just one argument, whereas the expression f(x 0, t 0) refers to the value of the function f at the point (x 0, t 0) Index notation Index notation is often used instead of functional notation



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Answered T F (a) Suppose that f (x)dx = 12 and bartleby T F (a) Suppose that f (x)dx = 12 and (f (x)g (x)dx= %3D then it follows that g (x)dx=8 %3D T F (b) 1dx = ba T F (c) L (*5 (2)dr =xf, f ()dx Зx2 3 T F (d) х° dx = c e* et 1 Continued True or False, for each statement circle T, for true or F, for false, (but not both) TAnd has properties lim x!1 F(x) = 0, lim x!1F(x) = 1, if x 1Then F′(x) = f(x) We begin by interpreting (2) geometrically Start with the graph of f(t) in the typlane Then F(x) represents the area under f(t) between a and x;



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Definite Integral Given a function f (x) f ( x) that is continuous on the interval a,b a, b we divide the interval into n n subintervals of equal width, Δx Δ x, and from each interval choose a point, x∗ i x i ∗ Then the definite integral of f (x) f ( x) from a a to b b is ∫ b a f (x) dx = lim n→∞ n ∑ i=1f (x∗ i)Δx ∫ aH(x) = Z x 5 1 p 1 cos2 t dt Note A careful look at the proof of the above theorem shows that it also applies to the situation where a x b If f is a continuous function on a;b, then the function g de ned by g(x) = Z x b f(t)dt;0(x), so f(x) is di erentiable at x= 0 and f0(0) = 0 Therefore, there is a critical point when x= 0 We now set the derivative equal to 0 to nd the remaining critical points



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The function F(x) C is the General Antiderivative of the function f(x) on an interval I if F0(x) = f(x) for all x in I and C is an arbitrary constant The function x2 C where C is an arbitrary constant, is the General Antiderivative of 2x This is actually a family of functions, each with its own value of C Definition Indefinite IntegralOr if and only if there exists m>0 such that r2f(x) mI;Dt 2dx 2 2 I te dt x e dx f x dx x b a x b a t t x Example Gaussian Quadrature Threepoint formula Fourpoint formula (479%



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Xh x f(t)dt M h Now, f is continuous, so as h !0 all the values of f on the shortening interval x;x h approach f(x), so, in particular, both the minimum value m h and the maximum value M h approach f(x) But if both m h and M h approach the same number f(x), then anything between them also approaches it, too Thus lim h!0 1 h Z xh x f(tIt is a function1 of x Its derivative — the rate of change of area with respect to x — is the length of the dark vertical line This is what (2) saysXx0(t)dt f yy 0(t)dt f zz(t)dt;



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F b e a lo cally b ounded Borel function Then for k> 0and > 0 Z 1 0 dt e t k 2 2 E q (B t)exp t f s) ds = 1 dx q x U f k;Problem3(WR Ch 5 #8) Suppose f 0 is continuous on a,b and †¨0Prove that there exists –¨0 such that fl fl fl fl f (t)¡ f (x) t ¡x ¡ f 0(x) fl fl fl˙† whenever 0 ˙jt ¡xj˙–, a •x •b, a •t •bDoes this hold for vectorvalued functions too?Stack Exchange network consists of 178 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers Visit Stack Exchange



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F(b) F(a) = \sum_{i=0}^{n1} f(t_i) \left( x_{i1} x_{i} \right);~ t_i \in \text{ } ( x_i , x_{i1} ) F (b) − F (a) = i = 0 ∑ n − 1 f (t i ) (x i 1 − x i );Verify that every function f (t,x) = u(vt − x), with v ∈ R and u R → R twice continuously differentiable, satisfies the onespace dimensional wave equation f tt = v2f xx Solution We first compute f tt, f t = v u0(vt − x) ⇒ f tt = v2 u00(vt − x) Now compute f xx, f x = −u0(vt − x)2 ⇒ f xx = u00(vt − x) Therefore f tt>6@r,iob g/&"%1 gp4i"%@b "?vf>6@u"%4` f$&h>6, k à ,z,iob ,&>?1g t e m gsu$& ,&ob $& _8;% =, 1g %,i %$whb$(>?



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Lipschitz condition De nition function f(t;y) satis es a Lipschitz condition in the variable y on a set D ˆR2 if a constant L >0 exists with jf(t;y 1) f(t;y 2)j Ljy 1 y 2j;General Form The most general form of differentiation under the integral sign states that if f ( x, t) f (x,t) f (x,t) is a continuous and continuously differentiable (ie, partial derivatives exist and are themselves continuous) function and the limits of integration a ( x) a (x) a(x) and b ( x)X 1 t b x 1 t a 2 b a x 2 b a t Example Gaussian Quadrature Evaluate Coordinate transformation Twopoint formula ∫ ∫ − ∫ − = = = = = − = 1 1 1 1 4 4 4 0 2 (4 4) 2 2;



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T T F T F T F F F F F T T T T F F T T T A tautology is a formula which is "always true" — that is, it is true for every assignment of truth values to its simple components You can think of a tautology as a ruleoflogic The opposite of a tautology is a contradiction, a formula which is9 Let f be a continuous real function on R1, of which it is known that f 0(x) exists for all x 6= 0 and that f (x) → 0 as x → 0Dose it follow that f0(0) exists?Note We prove a more general exercise as following Suppose that f is continuous on an open interval I containing x



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Select one a 2 b 46 c 23 d 1/23 e 25 The correct answer is 23 Question 3 Question textTheorem (713) If g is Riemann integrable on a,b and if f(x) = g(x) except for a finite number of points in a,b, then f is Riemann integrable and Z b a f = Z b a g Theorem (715) Suppose f,g 2 Ra,b Then (a) if k 2 R, kf 2 Ra,b and Z b a kf = k Z b a f (b) f g 2 Ra,b and Z b a (f g) = Z b a f Z b a g (c) If f(x) g(x) 8x 2M ނ̃f B t F V ́A f B t F V A f B t F V A f B t F V Ƃ 3 ̎ v Ȍ` ܂ A ̒ ̃ f B t F V A f B t F V ɘV ̐ ɋ ٓI Ȍ ʂ 邱 Ƃ ܂ B f B t F V ͔ Đ W ̂ A ʓI ɃA _ g X e Z ̌ ʂ o ܂ B



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