7.8 Improper Integrals

Size: px
Start display at page:

Download "7.8 Improper Integrals"

Transcription

1 Improper Integrls The Completeness Axiom of the Rel Numers Roughly speking, the rel numers re clled complete ecuse they hve no holes. The completeness of the rel numers hs numer of importnt consequences. For exmple, the Intermedite Vlue Property (of continuous function) depends on the completeness of the rel numers. The following result is nother consequence. A ounded nondecresing function hs finite limit s x More precisely, we hve Theorem. Let F e n nondecresing function defined on the intervl [, ). Then either () () lim F(x) = L R x lim F(x) = x or Notice tht F need not e continuous. Stted nother wy: If for ll x (3) F(x) M < then lim x F(x) = L < In generl, the most we cn sy out the limit L is tht L M. Also, see section. of the text.

2 7.8 Type I - Infinite Limits of Integrtion Consider the following exmple. Exmple. Ares under infinite curves? Suppose tht >. Evlute the following definite integrl. (4) x dx Since the integrnd is positive, this mounts to finding the re under curve /x from x = to x =. Now y = /x dx = x x (5) = Now we evlute (5) s. Tht is, lim dx x = In prctice, we dopt the following convenient nottion. (6) ˆ dx x x dx The left-hnd side (6) is clled n improper integrl nd is defined more precisely elow.

3 7.8 Definition. Improper Integrls - Type I Definite integrls with infinite limits of integrtion re clled improper integrls of type I. They re defined s follows.. If f(x)dx exists for ll, then (7) f(x)dx f(x)dx ˆ provided the right-hnd limit exists s finite numer.. If f(x)dx exists for ll, then (8) f(x)dx f(x)dx provided the right-hnd limit exists s finite numer. In oth cses we sy the improper integrl converges whenever the right-hnd side is finite. Otherwise, the improper integrl diverges. 3. If c f(x)dx nd c f(x)dx converge, then (9) f(x)dx = ˆ c f(x)dx+ c f(x)dx for ny rel numer c. Notice tht this lst cse is hndled y comining the first two. Remrk. So the improper integrl in the first exmple converged nd its vlue ws. Also, since f(x) = /x > we cn sy tht the re under the curve is finite...in fct, the re is (defined to e).

4 7.8 3 As we might hope, improper integrls lso stisfy some nice properties. Proposition. Suppose tht f is continuous on [, ) nd f(x)dx converges. Then. kf(x)dx lso converges for ny k R nd () kf(x)dx = k f(x)dx. For c >, we hve () f(x)dx = ˆ c f(x)dx+ c f(x)dx Proof. Let > nd k R. Then y the sic properties of the definite integrl It now follows y the properties of limits tht kf(x)dx = k f(x)dx kf(x)dx kf(x)dx ˆ = k lim = k ˆ f(x)dx f(x)dx < This estlishes (). We leve the proof of () s n esy exercise.

5 7.8 4 Proposition 3. Suppose tht the continuous functions f nd g stisfy the inequlity f(x) g(x) for ll x [, ). Then () f(x)dx g(x) dx provided oth improper integrls exist s extended rel numers. For exmple, if f nd g re continuous functions nd g(x) f(x), then oth improper integrls exist s extended rel numers. Thus () holds. See Exmple 6. Also, compre with Corollry 5 elow. Exmple. Evlute the improper integrl x dx Notice tht the integrnd is continuous on [, ) so y (7) we hve ˆ dx x x dx Now we cn use the usul techniques (prtil frctions in this cse) to evlute the integrl. ˆ x x+ dx (ln x ln x+ ) ln x x+ = ln3 ( ln + ln 3 )

6 7.8 5 The next exmple is referred to often in chpter. Exmple 3. p-integrls Consider the improper integrl (3) x p dx, p > Notice tht /x p is continuous on the intervl [, ). We clim tht the integrl converges if p > (s we sw in the first exmple for p = ) nd the integrl diverges when p. The integrl in (3) is clled p-integrl. Note: These conclusions remin vlid if the lower limit of integrtion is replced y ny positive.

7 7.8 6 Cse. Suppose p <. Then since p >. ˆ dx xp x dx p x p p = p lim =, ( p ) Cse. Suppose p =. Then ˆ dx x x dx ln x (ln ln) = Cse 3. The cse p > is left s n esy exercise. (Hint: see Exmple.)

8 7.8 7 Type II - Integrnds with Verticl Asymptotes Definition. Type II - Improper Integrls Integrls of functions tht ecome infinite t point within the intervl of integrtion re clled improper integrls of Type II.. If f(x) is continuous on (,] nd discontinuous t x = then (4) f(x)dx f(x)dx c + c. If f(x) is continuous on [,) nd discontinuous t x = then (5) ˆ c f(x)dx f(x)dx c 3. If f(x) is discontinuous t c (,) nd continuous on (,c) (c,) then (6) f(x)dx = ˆ c f(x)dx+ c f(x)dx In ech cse, the improper integrl is sid to converge if the right-hnd side exists. Otherwise, the improper integrl diverges.

9 7.8 8 Exmple 4. Evluting Type II Integrls Evlute the following (improper) integrls.. ˆ 6 dx 6 x dx 6 6 x x 6 4 ( 6 6 ) = 4 6. ˆ lnxdx On the limits hndout, we showed lim x +xlnx = Thus ˆ ˆ lnxdx lnxdx + +x(lnx ) +(( ) (ln )) =

10 7.8 9 Exmple 5. Evlute the following integrl. ˆ xdx x 4 This isn t so d. Suppose tht < < nd we let y = x. Then dy = xdx nd It follows tht ˆ xdx = x 4 dy y = rcsiny = rcsin ˆ xdx xdx x 4 x 4 rcsin = ( π ) Testing for Convergence It is frequently the cse tht one cnnot directly compute improper integrls. And it is wste of time to use numeric techniques to estimte n improper integrl only to discover tht the integrl diverges. In such cses we would like to know priori whether the integrl converges. Consider the next exmple.

11 7.8 Exmple 6. Direct Comprison Does the improper integrl /(x+) dx converge? Of course, we could evlute this integrl directly ut, s we will see lter, tht might not lwys e possile. Erlier we sw tht the p-integrl /x dx converged. y = /x y = /(x+) The sketch suggests (7) < ˆ (x+) dx < x dx < Why is this importnt? Consider the (re) function (8) F(x) = ˆ x dt (+t) Since the integrnd is continuous for ll t, we my differentite F with respect to x to otin (9) F (x) = (+x) >

12 7.8 It follow tht F(x) is n incresing function. So y the completeness xiom of the rel numers, there re two possiilities (s we discussed in the introduction). Either () () dx (x+) F(x) = L R or x dx (x+) x F(x) = We will now eliminte the second possiility y showing tht F(x) is ounded from ove. Suppose tht t. Then () (t+) t > nd hence (3) < (t+) t So for ll x we hve (4) F(x) = ˆ x ˆ x (t+) dt ˆ t dt t dt = The lst pir of inequlities follow from (3) nd Theorem 5.3. of the text (see the dditive nd domintion properties of the definite integrl in Tle 5.4). Thus (5) dx (x+) F(x) = L < x In other words, the improper integrl converges.

13 7.8 We cn mke the lst exmple more precise with the following. Theorem 4. Direct Comprison Test Let f nd g e continuous on [, ) with f(x) g(x) for x. Then.. f(x)dx converges whenever g(x)dx diverges whenever g(x)dx converges. f(x)dx diverges. Proof. We rgue s we did in Exmple 6. Suppose tht >. Then g(x)dx g(x)dx+ g(x) dx = } {{ } g(x) dx Now the lst integrl is either rel numer or positive infinity. Since f(x) g(x) it follows tht for ll Hence (6) f(x)dx g(x)dx f(x)dx g(x) dx g(x) dx Now if the right-hnd side of (6) is finite, so is the left-hnd side (gin ecuse of the erlier remrks concerning completeness). This estlishes prt (). On the other hnd, if the left-hnd side is infinite then the right-hnd side must lso e infinite. Corollry 5. Let f nd g e continuous on [, ) with f(x) g(x) for x. Then (7) f(x)dx g(x) dx Note: We do not ssume the convergence of either integrl in (7). Compre with Proposition 3.

14 7.8 3 Now consider the following Exmple 7. Direct Comprison Does the improper integrl /(x ) dx converge? y = /(x ) y = /x Notice tht we cn drw no conclusion in this cse ecuse the inequlity is not working in our fvor. However, we do not give up so esily. By Proposition, /x dx < for ny >. Now choose lrge enough ( = 6 will do) so tht /x > /(x ) for x. It follows tht (x ) dx < y the direct comprison test. y = /(x ) y = 6/x

15 7.8 4 The lst exmple seems like too much work. For strters, we would need to prove 6/x > /(x ) for x. Fortuntely there is n esier pproch. Theorem 6. Limit Comprison Test (LCT) Suppose tht f nd g re positive continuous functions on [, ) with (8) f(x) lim x g(x) = L, < L < then (9) f(x)dx nd g(x) dx oth converge or oth diverge. Notice tht, using the lnguge of section 7.5p, (8) sys tht f nd g grow t the sme rte! So if f nd g grow t the sme rte, nd one of the ove integrls converges then so does the other. On the other hnd, if one of the integrls diverges then so does the other. Remrk. In Proposition we sw tht f(x)dx = f(x)dx+ f(x)dx Now since the integrnds in this section re ssumed to e continuous (or, t lest piecewise continuous), the first integrl on the right-hnd side exists. Since we my choose > s lrge s we wish, Proposition implies tht, when estlishing convergence or divergence of n improper integrl, the only thing tht is importnt is the function s (right) end ehvior. Tht is, how fst does the function decy to s x. Theorem 6 confirms this oservtion. In fct, we hve the following. Theorem 7. Suppose tht f is continuous on [, ) nd. Then ech of the following sttements implies the other. (3) (3) lim f(x)dx converges f(x)dx =

16 7.8 5 Py close ttention to the precise detils of the following exmples. Exmple 7. (cont) Using the LCT Does the improper integrl /(x ) dx converge? Let g(x) = /x nd notice tht }{{} f(x) f(x) lim x g(x) /(x ) x /x x /x x (x ) /x ( x = = ( ) x ) Tht is, f nd g grow t the sme rte. Now y exmple 3, /x dx converges since it is p-integrl with p = >. So y the Limit Comprison Test /(x ) dx lso converges.

17 7.8 6 Notice tht we could hve nswered the question ove y evluting the integrl. Unfortuntely, tht is not lwys the cse. Consider the following exmple. Exmple 8. (3) Does the improper integrl elow converge or diverge? Justify your clim. x+ dx 5x 3 +6 We clim the integrl converges. Let f(x) = x+ 5x 3 +6 nd let g(x) = /x 5/. Then f(x) lim x g(x) x x x = 5 x+ 5x 3 +6 /x 5/ x+ 5x /x 5+6/x 3 x 5/ /x 3 /x 3 Tht is, f nd g grow t the sme rte. But /x 5/ dx is convergent p-integrl since p = 5/ >. It follows y the Limit Comprison Test tht the integrl in (3) must lso converge.

18 7.8 7 Wht were the essentil ingredients in the lst two exmples? Exmple 9. (33) Does the improper integrl elow converge or diverge? Justify your clim. x 3x5 +x+ dx We clim the integrl diverges. Let f(x) = x 3x 5 +x+ nd let g(x) = / x. Then f nd g grow t the sme rte (exercise). But the p-integrl / xdx diverges since p = / <. One cnnot lwys find fmilir function tht grows t the sme rte s given integrnd. Fortuntely we hve Theorem 8. Limit Comprison Test - Modified Suppose tht f nd g re positive continuous functions on [, ) nd (34) lim x f(x) g(x) = L i. If L < nd g(x)dx converges then so does f(x)dx. ii. If < L nd g(x)dx diverges then so does f(x)dx. Compre with Theorem 6.

19 7.8 8 Exmple. (35) Does the following improper integrl converge or diverge? Justify your clim. e x / dx We clim the integrl converges. Let f(x) = e x / nd g(x) = e x. By direct computtion e x dx e ˆ x dx ( e ) = Now f(x) lim x g(x) e x / x e x x e x /+x = since x /+x s x. So y Theorem 8 (which we will lso refer to s the Limit Comprison Test) the integrl in (35) converges. Remrk. The integrnd in (35) is clled proility density function. More precisely, the proility density function ssocited with norml distriution (or ell curve) is given y h(x) = σ e(x µ) σ π Here µ nd σ re clled the men nd vrince, respectively. Lter we will show tht (36) h(x)dx =

20 7.8 9 We conclude with few more useful results. Proposition 9. Suppose tht g(x) is continuous function on [, ) nd tht the integrl g(x) dx converges. Then g(x)dx lso converges. Note: In such cses we sy tht g is solutely integrle (on [, )). Proposition 9 sys tht solutely integrle functions re (improperly) integrle. Proof. Recll tht for ny rel numer we hve. It follows tht for ll x [, ) (37) g(x) g(x) g(x) or g(x) +g(x) g(x) So y Proposition nd the Direct Comprison Test, ( g(x) +g(x))dx < Hence g(x)dx g(x) dx ˆ = ˆ (g(x)+ g(x) g(x) )dx ( (g(x)+ g(x) )dx (g(x)+ g(x) )dx lim (g(x)+ g(x) )dx ) g(x) dx g(x) dx g(x) dx <

21 7.8 Propositions nd 9 (nd the inequlity in (37)) imply Corollry. Suppose tht g is solutely integrle (on [, )). Then or g(x) dx g(x)dx g(x) dx g(x) dx g(x) dx The previous proof lso contined nother importnt (improper) integrl property. Do you see it? Proposition. Suppose tht f(x) nd g(x) re continuous functions on [, ) nd f(x)dx nd g(x)dx oth converge. Then (f(x)+g(x))dx lso converges nd (38) f(x)dx+ g(x)dx = (f(x)+g(x))dx

22 7.8 Exmple. Evluting the Are Under the Bell Curve The stndrd method for evluting the integrl in (35) requires techniques from third semester clculus. However, creful serch of MthSci Net yielded the following eutiful lterntive. The ide is to compute the volume generted y revolving the function f(x) = e x / out the y-xis using two different methods nd equte the results. y = e x / y x t We leve it s n exercise to show tht the volume is π. (Hint: Use the method of disks nd integrte in the the y-direction from to. You might find one of the results from Exmple 4 useful.)

23 7.8 y (t,x,y) r (t,x) x t Now let A(t ) e the re of cross-section for some fixed distnce, sy t, long the t-xis. Let r = x +t nd oserve tht y = e r / = e (x +t )/ = e t / e x / It follows tht re of the cross-section shown is A(t ) = e t / e x / dx / = e t e x / dx }{{} constnt

24 7.8 3 Now let t e ritrry. Then A(t) = e t / e x / dx }{{} I Using the volume technique we discovered in section 6., we hve Hence Volume = π = = = I = I e x / dx = I = π Since f is n even function, we immeditely otin e x / dx = A(t) dt Ie t / dt e t / dt }{{} I e x / dx = π We cn now use simple chnge-of-vriles (u-sustitution) to verify (36). Exercise: Show tht σ π e (x µ) σ dx =

25 7.8 4 Exmple. A Chllenging Exmple Evlute the following type I improper integrl. (39) sinx x dx y = sinx x y = /x π x The integrl si(x) = sint/tdt is clled the sine integrl nd is very importnt in mny res of mthemtics (c.f. exercise ). At first glnce (39) my pper to e type II integrl t the lower limit, however, this is n illusion since lim x + sinx/x =. It is nontrivil to show tht sine integrl converges. For exmple, it is nturl to try the comprison test with /x since sinx x x, x But the p-integrl dx/x diverges so the inequlity ove doesn t help us. It turns out tht sin x/x is not solutely integrle ut the improper integrl in (39) does converge. We will postpone the proof of oth sttements until chpter. Insted we consider the following.

26 7.8 5 Oserve tht ( ) sinx x x, x y = /x y = sin x x π It follows tht the improper integrl (sinx/x) dx converges y the Comprison Test. We cn ctully sy more. Proposition. (4) ( sinx x ) dx = π We postpone the proof for the moment. To tke dvntge of Proposition we try integrtion y prts on (39). Since x = (x/) we my rewrite the integrl s Now let Then sin (x/) x dx = u = /x nd sin(x/) cos(x/) x dx dv = sin(x/) cos(x/) du = dx/x nd v = (sinx/) Thus sin (x/) x dx = sin(x/) cos(x/) x dx = (sinx/) x/ + ( sinx/ x/ ) dx = + ( sinx x ) dx = π Remrk. It is worth oserving tht the integrnd in (4) is solutely integrle while the integrnd in (39) is not!

27 7.8 6 Wrning: The proof of Proposition is not for the fint of hert. We need few preliminry results. First we introduce the Dirichlet kernel. For ny nonnegtive integer n, let n (4) D n (x) = coskx (4) k= n = + n coskx Since the cosine function is even, the second formul is n immedite consequence of the first. The Dirichlet kernel stisfies the following Lemm 3. Let D n e the Dirichlet kernel. Then (43) (44) k= D n (x) = sin(n+/)x sin x/ ˆ π D n (x)dx = π π Proof. To prove (43) we comine (4) with the product-to-sum trig identities discussed t the end of section 8.4. n sin(x/)d n (x) = sinx/+ sin(x/) cos kx, etc. This yields telescoping sum. We leve the detils s n exercise (lso, see the proof of (46) elow). To prove (44) oserve tht for ny non-zero integer k Thus ˆ π π ˆ π π coskxdx = sinkx k D n (x)dx = ˆ π π = π + π π dx+ k= nd = (sinkπ sin( kπ)) = k n k= ˆ π π coskxdx Next we define the Fejer kernel. For ny nonnegtive integer n, let (45) K n (x) = n D k (x) n+ Here D k is the Dirichlet kernel. k=

28 7.8 7 Lemm 4. Let K n e the Fejer kernel. Then (46) (47) (48) K n (x) = ( sin(n+)x/ n+ sin x/ ˆ π K n (x)dx = π π K n (x) ) Clerly (48) is n immedite consequence of (46). Proof. (47) follows immeditely from (44) nd (45) since ˆ π π K n (x)dx = ˆ π n+ π = n+ n k= = π(n+) n+ n D k (x)dx k= ˆ π D k (x)dx π }{{} π To prove (46) we once gin ppel to the product-to-sum trig identities (c.f. section 8.4 from the text). sin(x/) sin(k +/)x = coskx cos(k +)x

29 7.8 8 Thus (sinx/) K n (x) = (sinx/) n+ = n+ = n+ = n+ n D k (x) k= n sin(x/) sin(k +/)x k= n (coskx cos(k +)x) k= { (cos cosx)+(cosx cosx)+ } +(cosnx cos(n+)) = cos(n+)x n+ = n+ (sin(n+)x/) Here we hve used the hlf-ngle formul, (sinu/) = cosu. Now divide oth sides y (sinx/). Before we prove our next preliminry result, it might e useful to sketch few of the kernels π π

30 7.8 9 Notice tht K n (x) is n even function nd tht lim K n(x) = x n+ lim x = n+ (n+) = n+ ( sin(n+)x/ sin x/ So it isn t difficult to figure out tht the sketch ove includes the grphs of K,K 3,K 7 nd K 5. Also, from the sketch it ppers tht, with incresing n, ech kernel s mss (re) ecomes more concentrted ner the origin. Specificlly, we hve Proposition 5. Let < δ < π. Then ˆ δ lim K n (x)dx = π n δ )

31 7.8 3 Proof. Let < δ < π. As nottionl convenience, we write ˆ π π f(x)dx = nd, if f(x) is n even function = = ˆ δ π ˆ δ δ ˆ δ δ f(x)dx+ ˆ f(x)dx+ ˆ δ δ δ< x π f(x)dx+ f(x)dx ˆ π f(x)dx+ f(x)dx δ ˆ π δ f(x)dx Now if δ < x < π, then sin δ/ < sin x/. It follows tht Thus ( ) sin(n+)x/ (n+)k n (x) = sin x/ π = = = = ˆ π π ˆ δ δ ˆ δ δ ˆ δ δ ˆ δ δ K n (x)dx ˆ π K n (x)dx+ K n (x)dx δ K n (x)dx+ ˆ π n+ δ K n (x)dx+ n+sin δ/ K n (x)dx+ n+ sin x/ < sin δ/ dx sin δ/ ˆ π δ π δ sin δ/ }{{} independent of n dx So for ll n, π π δ n+sin δ/ ˆ δ δ K n (x)dx π Now let n nd pply the Squeeze Lw. Which of the properties from Lemm 4 were needed in the previous proof?

32 7.8 3 Proof. (of Proposition ) Once gin we let < δ < π. It is n esy (Mth 3) exercise to show tht x implies x/ sinx/. Hence for x R we hve the following string of implictions. sin x/ (x/) (x/) sin x/ ( ) ( ) sin(n+)x/ sin(n+)x/ = (n+)k n (x) x/ sin x/ Thus (49) n+ ( ) sin(n+)x/ K n (x) x/ y = ( ) sinx/ x/ π δ δ π On the other hnd, for δ x δ, ( ) ( sinδ/ sinx/ ) Hence δ/ x/ ( ) ( ) sinδ/ sinx/ K n (x) K n (x) δ/ x/ = ( ) ( sin(n+)x/ sinx/ n+ sin x/ x/ = ( ) sin(n+)x/ n+ x/ ) Together with (49) we otin ( ) sinδ/ (5) K n (x) ( ) sin(n+)x/ K n (x) δ/ n+ x/ provided δ x δ.

33 7.8 3 Integrting (5) nd pplying Lemm 4 we hve ( ) ˆ sinδ/ δ K n (x)dx δ/ δ ˆ δ δ ˆ δ δ ˆ π = π π n+ K n (x)dx K n (x)dx ( ) sin(n+)x/ dx x/ Tht is ( ) ˆ sinδ/ δ K n (x)dx δ/ δ ˆ δ δ n+ ( ) sin(n+)x/ dx π x/ Applying chnge of vriles to the second integrl yields ( ) ˆ sinδ/ δ δ/ δ ˆ δ(n+)/ K n (x)dx δ(n+)/ ( ) sinx dx π x Now let n nd pply Proposition 5 to otin ( ) sinδ/ ( ) sinx π ˆ dx π δ/ x Finlly, we let δ to conclude ( ) sinx dx = π x Since the integrnd is n even function, we hve proven (4).

f(x) dx, If one of these two conditions is not met, we call the integral improper. Our usual definition for the value for the definite integral

f(x) dx, If one of these two conditions is not met, we call the integral improper. Our usual definition for the value for the definite integral Improper Integrls Every time tht we hve evluted definite integrl such s f(x) dx, we hve mde two implicit ssumptions bout the integrl:. The intervl [, b] is finite, nd. f(x) is continuous on [, b]. If one

More information

Improper Integrals. Type I Improper Integrals How do we evaluate an integral such as

Improper Integrals. Type I Improper Integrals How do we evaluate an integral such as Improper Integrls Two different types of integrls cn qulify s improper. The first type of improper integrl (which we will refer to s Type I) involves evluting n integrl over n infinite region. In the grph

More information

Chapter 6 Techniques of Integration

Chapter 6 Techniques of Integration MA Techniques of Integrtion Asst.Prof.Dr.Suprnee Liswdi Chpter 6 Techniques of Integrtion Recll: Some importnt integrls tht we hve lernt so fr. Tle of Integrls n+ n d = + C n + e d = e + C ( n ) d = ln

More information

MA123, Chapter 10: Formulas for integrals: integrals, antiderivatives, and the Fundamental Theorem of Calculus (pp.

MA123, Chapter 10: Formulas for integrals: integrals, antiderivatives, and the Fundamental Theorem of Calculus (pp. MA123, Chpter 1: Formuls for integrls: integrls, ntiderivtives, nd the Fundmentl Theorem of Clculus (pp. 27-233, Gootmn) Chpter Gols: Assignments: Understnd the sttement of the Fundmentl Theorem of Clculus.

More information

Advanced Calculus: MATH 410 Notes on Integrals and Integrability Professor David Levermore 17 October 2004

Advanced Calculus: MATH 410 Notes on Integrals and Integrability Professor David Levermore 17 October 2004 Advnced Clculus: MATH 410 Notes on Integrls nd Integrbility Professor Dvid Levermore 17 October 2004 1. Definite Integrls In this section we revisit the definite integrl tht you were introduced to when

More information

Improper Integrals. Introduction. Type 1: Improper Integrals on Infinite Intervals. When we defined the definite integral.

Improper Integrals. Introduction. Type 1: Improper Integrals on Infinite Intervals. When we defined the definite integral. Improper Integrls Introduction When we defined the definite integrl f d we ssumed tht f ws continuous on [, ] where [, ] ws finite, closed intervl There re t lest two wys this definition cn fil to e stisfied:

More information

Improper Integrals, and Differential Equations

Improper Integrals, and Differential Equations Improper Integrls, nd Differentil Equtions October 22, 204 5.3 Improper Integrls Previously, we discussed how integrls correspond to res. More specificlly, we sid tht for function f(x), the region creted

More information

Physics 116C Solution of inhomogeneous ordinary differential equations using Green s functions

Physics 116C Solution of inhomogeneous ordinary differential equations using Green s functions Physics 6C Solution of inhomogeneous ordinry differentil equtions using Green s functions Peter Young November 5, 29 Homogeneous Equtions We hve studied, especilly in long HW problem, second order liner

More information

Section 6.1 INTRO to LAPLACE TRANSFORMS

Section 6.1 INTRO to LAPLACE TRANSFORMS Section 6. INTRO to LAPLACE TRANSFORMS Key terms: Improper Integrl; diverge, converge A A f(t)dt lim f(t)dt Piecewise Continuous Function; jump discontinuity Function of Exponentil Order Lplce Trnsform

More information

Lecture 1. Functional series. Pointwise and uniform convergence.

Lecture 1. Functional series. Pointwise and uniform convergence. 1 Introduction. Lecture 1. Functionl series. Pointwise nd uniform convergence. In this course we study mongst other things Fourier series. The Fourier series for periodic function f(x) with period 2π is

More information

Overview of Calculus I

Overview of Calculus I Overview of Clculus I Prof. Jim Swift Northern Arizon University There re three key concepts in clculus: The limit, the derivtive, nd the integrl. You need to understnd the definitions of these three things,

More information

Suppose we want to find the area under the parabola and above the x axis, between the lines x = 2 and x = -2.

Suppose we want to find the area under the parabola and above the x axis, between the lines x = 2 and x = -2. Mth 43 Section 6. Section 6.: Definite Integrl Suppose we wnt to find the re of region tht is not so nicely shped. For exmple, consider the function shown elow. The re elow the curve nd ove the x xis cnnot

More information

Section 6.1 Definite Integral

Section 6.1 Definite Integral Section 6.1 Definite Integrl Suppose we wnt to find the re of region tht is not so nicely shped. For exmple, consider the function shown elow. The re elow the curve nd ove the x xis cnnot e determined

More information

Math Calculus with Analytic Geometry II

Math Calculus with Analytic Geometry II orem of definite Mth 5.0 with Anlytic Geometry II Jnury 4, 0 orem of definite If < b then b f (x) dx = ( under f bove x-xis) ( bove f under x-xis) Exmple 8 0 3 9 x dx = π 3 4 = 9π 4 orem of definite Problem

More information

The area under the graph of f and above the x-axis between a and b is denoted by. f(x) dx. π O

The area under the graph of f and above the x-axis between a and b is denoted by. f(x) dx. π O 1 Section 5. The Definite Integrl Suppose tht function f is continuous nd positive over n intervl [, ]. y = f(x) x The re under the grph of f nd ove the x-xis etween nd is denoted y f(x) dx nd clled the

More information

Properties of Integrals, Indefinite Integrals. Goals: Definition of the Definite Integral Integral Calculations using Antiderivatives

Properties of Integrals, Indefinite Integrals. Goals: Definition of the Definite Integral Integral Calculations using Antiderivatives Block #6: Properties of Integrls, Indefinite Integrls Gols: Definition of the Definite Integrl Integrl Clcultions using Antiderivtives Properties of Integrls The Indefinite Integrl 1 Riemnn Sums - 1 Riemnn

More information

Improper Integrals. The First Fundamental Theorem of Calculus, as we ve discussed in class, goes as follows:

Improper Integrals. The First Fundamental Theorem of Calculus, as we ve discussed in class, goes as follows: Improper Integrls The First Fundmentl Theorem of Clculus, s we ve discussed in clss, goes s follows: If f is continuous on the intervl [, ] nd F is function for which F t = ft, then ftdt = F F. An integrl

More information

Farey Fractions. Rickard Fernström. U.U.D.M. Project Report 2017:24. Department of Mathematics Uppsala University

Farey Fractions. Rickard Fernström. U.U.D.M. Project Report 2017:24. Department of Mathematics Uppsala University U.U.D.M. Project Report 07:4 Frey Frctions Rickrd Fernström Exmensrete i mtemtik, 5 hp Hledre: Andres Strömergsson Exmintor: Jörgen Östensson Juni 07 Deprtment of Mthemtics Uppsl University Frey Frctions

More information

The Regulated and Riemann Integrals

The Regulated and Riemann Integrals Chpter 1 The Regulted nd Riemnn Integrls 1.1 Introduction We will consider severl different pproches to defining the definite integrl f(x) dx of function f(x). These definitions will ll ssign the sme vlue

More information

MAA 4212 Improper Integrals

MAA 4212 Improper Integrals Notes by Dvid Groisser, Copyright c 1995; revised 2002, 2009, 2014 MAA 4212 Improper Integrls The Riemnn integrl, while perfectly well-defined, is too restrictive for mny purposes; there re functions which

More information

Definite Integrals. The area under a curve can be approximated by adding up the areas of rectangles = 1 1 +

Definite Integrals. The area under a curve can be approximated by adding up the areas of rectangles = 1 1 + Definite Integrls --5 The re under curve cn e pproximted y dding up the res of rectngles. Exmple. Approximte the re under y = from x = to x = using equl suintervls nd + x evluting the function t the left-hnd

More information

Math& 152 Section Integration by Parts

Math& 152 Section Integration by Parts Mth& 5 Section 7. - Integrtion by Prts Integrtion by prts is rule tht trnsforms the integrl of the product of two functions into other (idelly simpler) integrls. Recll from Clculus I tht given two differentible

More information

Convergence of Fourier Series and Fejer s Theorem. Lee Ricketson

Convergence of Fourier Series and Fejer s Theorem. Lee Ricketson Convergence of Fourier Series nd Fejer s Theorem Lee Ricketson My, 006 Abstrct This pper will ddress the Fourier Series of functions with rbitrry period. We will derive forms of the Dirichlet nd Fejer

More information

The First Fundamental Theorem of Calculus. If f(x) is continuous on [a, b] and F (x) is any antiderivative. f(x) dx = F (b) F (a).

The First Fundamental Theorem of Calculus. If f(x) is continuous on [a, b] and F (x) is any antiderivative. f(x) dx = F (b) F (a). The Fundmentl Theorems of Clculus Mth 4, Section 0, Spring 009 We now know enough bout definite integrls to give precise formultions of the Fundmentl Theorems of Clculus. We will lso look t some bsic emples

More information

4.4 Areas, Integrals and Antiderivatives

4.4 Areas, Integrals and Antiderivatives . res, integrls nd ntiderivtives 333. Ares, Integrls nd Antiderivtives This section explores properties of functions defined s res nd exmines some connections mong res, integrls nd ntiderivtives. In order

More information

ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER /2019

ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER /2019 ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS MATH00030 SEMESTER 208/209 DR. ANTHONY BROWN 7.. Introduction to Integrtion. 7. Integrl Clculus As ws the cse with the chpter on differentil

More information

Advanced Calculus: MATH 410 Uniform Convergence of Functions Professor David Levermore 11 December 2015

Advanced Calculus: MATH 410 Uniform Convergence of Functions Professor David Levermore 11 December 2015 Advnced Clculus: MATH 410 Uniform Convergence of Functions Professor Dvid Levermore 11 December 2015 12. Sequences of Functions We now explore two notions of wht it mens for sequence of functions {f n

More information

Review of Calculus, cont d

Review of Calculus, cont d Jim Lmbers MAT 460 Fll Semester 2009-10 Lecture 3 Notes These notes correspond to Section 1.1 in the text. Review of Clculus, cont d Riemnn Sums nd the Definite Integrl There re mny cses in which some

More information

p-adic Egyptian Fractions

p-adic Egyptian Fractions p-adic Egyptin Frctions Contents 1 Introduction 1 2 Trditionl Egyptin Frctions nd Greedy Algorithm 2 3 Set-up 3 4 p-greedy Algorithm 5 5 p-egyptin Trditionl 10 6 Conclusion 1 Introduction An Egyptin frction

More information

Quadratic Forms. Quadratic Forms

Quadratic Forms. Quadratic Forms Qudrtic Forms Recll the Simon & Blume excerpt from n erlier lecture which sid tht the min tsk of clculus is to pproximte nonliner functions with liner functions. It s ctully more ccurte to sy tht we pproximte

More information

7.2 The Definite Integral

7.2 The Definite Integral 7.2 The Definite Integrl the definite integrl In the previous section, it ws found tht if function f is continuous nd nonnegtive, then the re under the grph of f on [, b] is given by F (b) F (), where

More information

Integration Techniques

Integration Techniques Integrtion Techniques. Integrtion of Trigonometric Functions Exmple. Evlute cos x. Recll tht cos x = cos x. Hence, cos x Exmple. Evlute = ( + cos x) = (x + sin x) + C = x + 4 sin x + C. cos 3 x. Let u

More information

Chapter 7 Notes, Stewart 8e. 7.1 Integration by Parts Trigonometric Integrals Evaluating sin m x cos n (x) dx...

Chapter 7 Notes, Stewart 8e. 7.1 Integration by Parts Trigonometric Integrals Evaluating sin m x cos n (x) dx... Contents 7.1 Integrtion by Prts................................... 2 7.2 Trigonometric Integrls.................................. 8 7.2.1 Evluting sin m x cos n (x)......................... 8 7.2.2 Evluting

More information

Bases for Vector Spaces

Bases for Vector Spaces Bses for Vector Spces 2-26-25 A set is independent if, roughly speking, there is no redundncy in the set: You cn t uild ny vector in the set s liner comintion of the others A set spns if you cn uild everything

More information

The Evaluation Theorem

The Evaluation Theorem These notes closely follow the presenttion of the mteril given in Jmes Stewrt s textook Clculus, Concepts nd Contexts (2nd edition) These notes re intended primrily for in-clss presenttion nd should not

More information

Anti-derivatives/Indefinite Integrals of Basic Functions

Anti-derivatives/Indefinite Integrals of Basic Functions Anti-derivtives/Indefinite Integrls of Bsic Functions Power Rule: In prticulr, this mens tht x n+ x n n + + C, dx = ln x + C, if n if n = x 0 dx = dx = dx = x + C nd x (lthough you won t use the second

More information

. Double-angle formulas. Your answer should involve trig functions of θ, and not of 2θ. cos(2θ) = sin(2θ) =.

. Double-angle formulas. Your answer should involve trig functions of θ, and not of 2θ. cos(2θ) = sin(2θ) =. Review of some needed Trig Identities for Integrtion Your nswers should be n ngle in RADIANS rccos( 1 2 ) = rccos( - 1 2 ) = rcsin( 1 2 ) = rcsin( - 1 2 ) = Cn you do similr problems? Review of Bsic Concepts

More information

Section 7.1 Integration by Substitution

Section 7.1 Integration by Substitution Section 7. Integrtion by Substitution Evlute ech of the following integrls. Keep in mind tht using substitution my not work on some problems. For one of the definite integrls, it is not possible to find

More information

c n φ n (x), 0 < x < L, (1) n=1

c n φ n (x), 0 < x < L, (1) n=1 SECTION : Fourier Series. MATH4. In section 4, we will study method clled Seprtion of Vribles for finding exct solutions to certin clss of prtil differentil equtions (PDEs. To do this, it will be necessry

More information

UNIFORM CONVERGENCE. Contents 1. Uniform Convergence 1 2. Properties of uniform convergence 3

UNIFORM CONVERGENCE. Contents 1. Uniform Convergence 1 2. Properties of uniform convergence 3 UNIFORM CONVERGENCE Contents 1. Uniform Convergence 1 2. Properties of uniform convergence 3 Suppose f n : Ω R or f n : Ω C is sequence of rel or complex functions, nd f n f s n in some sense. Furthermore,

More information

Thomas Whitham Sixth Form

Thomas Whitham Sixth Form Thoms Whithm Sith Form Pure Mthemtics Unit C Alger Trigonometry Geometry Clculus Vectors Trigonometry Compound ngle formule sin sin cos cos Pge A B sin Acos B cos Asin B A B sin Acos B cos Asin B A B cos

More information

Unit #9 : Definite Integral Properties; Fundamental Theorem of Calculus

Unit #9 : Definite Integral Properties; Fundamental Theorem of Calculus Unit #9 : Definite Integrl Properties; Fundmentl Theorem of Clculus Gols: Identify properties of definite integrls Define odd nd even functions, nd reltionship to integrl vlues Introduce the Fundmentl

More information

A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H. Thomas Shores Department of Mathematics University of Nebraska Spring 2007

A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H. Thomas Shores Department of Mathematics University of Nebraska Spring 2007 A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H Thoms Shores Deprtment of Mthemtics University of Nebrsk Spring 2007 Contents Rtes of Chnge nd Derivtives 1 Dierentils 4 Are nd Integrls 5 Multivrite Clculus

More information

Math 3B Final Review

Math 3B Final Review Mth 3B Finl Review Written by Victori Kl vtkl@mth.ucsb.edu SH 6432u Office Hours: R 9:45-10:45m SH 1607 Mth Lb Hours: TR 1-2pm Lst updted: 12/06/14 This is continution of the midterm review. Prctice problems

More information

. Double-angle formulas. Your answer should involve trig functions of θ, and not of 2θ. sin 2 (θ) =

. Double-angle formulas. Your answer should involve trig functions of θ, and not of 2θ. sin 2 (θ) = Review of some needed Trig. Identities for Integrtion. Your nswers should be n ngle in RADIANS. rccos( 1 ) = π rccos( - 1 ) = 2π 2 3 2 3 rcsin( 1 ) = π rcsin( - 1 ) = -π 2 6 2 6 Cn you do similr problems?

More information

Homework 4. (1) If f R[a, b], show that f 3 R[a, b]. If f + (x) = max{f(x), 0}, is f + R[a, b]? Justify your answer.

Homework 4. (1) If f R[a, b], show that f 3 R[a, b]. If f + (x) = max{f(x), 0}, is f + R[a, b]? Justify your answer. Homework 4 (1) If f R[, b], show tht f 3 R[, b]. If f + (x) = mx{f(x), 0}, is f + R[, b]? Justify your nswer. (2) Let f be continuous function on [, b] tht is strictly positive except finitely mny points

More information

An Overview of Integration

An Overview of Integration An Overview of Integrtion S. F. Ellermeyer July 26, 2 The Definite Integrl of Function f Over n Intervl, Suppose tht f is continuous function defined on n intervl,. The definite integrl of f from to is

More information

Euler, Ioachimescu and the trapezium rule. G.J.O. Jameson (Math. Gazette 96 (2012), )

Euler, Ioachimescu and the trapezium rule. G.J.O. Jameson (Math. Gazette 96 (2012), ) Euler, Iochimescu nd the trpezium rule G.J.O. Jmeson (Mth. Gzette 96 (0), 36 4) The following results were estblished in recent Gzette rticle [, Theorems, 3, 4]. Given > 0 nd 0 < s

More information

n f(x i ) x. i=1 In section 4.2, we defined the definite integral of f from x = a to x = b as n f(x i ) x; f(x) dx = lim i=1

n f(x i ) x. i=1 In section 4.2, we defined the definite integral of f from x = a to x = b as n f(x i ) x; f(x) dx = lim i=1 The Fundmentl Theorem of Clculus As we continue to study the re problem, let s think bck to wht we know bout computing res of regions enclosed by curves. If we wnt to find the re of the region below the

More information

The practical version

The practical version Roerto s Notes on Integrl Clculus Chpter 4: Definite integrls nd the FTC Section 7 The Fundmentl Theorem of Clculus: The prcticl version Wht you need to know lredy: The theoreticl version of the FTC. Wht

More information

Goals: Determine how to calculate the area described by a function. Define the definite integral. Explore the relationship between the definite

Goals: Determine how to calculate the area described by a function. Define the definite integral. Explore the relationship between the definite Unit #8 : The Integrl Gols: Determine how to clculte the re described by function. Define the definite integrl. Eplore the reltionship between the definite integrl nd re. Eplore wys to estimte the definite

More information

Improper Integrals. MATH 211, Calculus II. J. Robert Buchanan. Spring Department of Mathematics

Improper Integrals. MATH 211, Calculus II. J. Robert Buchanan. Spring Department of Mathematics Improper Integrls MATH 2, Clculus II J. Robert Buchnn Deprtment of Mthemtics Spring 28 Definite Integrls Theorem (Fundmentl Theorem of Clculus (Prt I)) If f is continuous on [, b] then b f (x) dx = [F(x)]

More information

Chapter 6. Riemann Integral

Chapter 6. Riemann Integral Introduction to Riemnn integrl Chpter 6. Riemnn Integrl Won-Kwng Prk Deprtment of Mthemtics, The College of Nturl Sciences Kookmin University Second semester, 2015 1 / 41 Introduction to Riemnn integrl

More information

2 b. , a. area is S= 2π xds. Again, understand where these formulas came from (pages ).

2 b. , a. area is S= 2π xds. Again, understand where these formulas came from (pages ). AP Clculus BC Review Chpter 8 Prt nd Chpter 9 Things to Know nd Be Ale to Do Know everything from the first prt of Chpter 8 Given n integrnd figure out how to ntidifferentite it using ny of the following

More information

INTRODUCTION TO INTEGRATION

INTRODUCTION TO INTEGRATION INTRODUCTION TO INTEGRATION 5.1 Ares nd Distnces Assume f(x) 0 on the intervl [, b]. Let A be the re under the grph of f(x). b We will obtin n pproximtion of A in the following three steps. STEP 1: Divide

More information

Beginning Darboux Integration, Math 317, Intro to Analysis II

Beginning Darboux Integration, Math 317, Intro to Analysis II Beginning Droux Integrtion, Mth 317, Intro to Anlysis II Lets strt y rememering how to integrte function over n intervl. (you lerned this in Clculus I, ut mye it didn t stick.) This set of lecture notes

More information

Calculus II: Integrations and Series

Calculus II: Integrations and Series Clculus II: Integrtions nd Series August 7, 200 Integrls Suppose we hve generl function y = f(x) For simplicity, let f(x) > 0 nd f(x) continuous Denote F (x) = re under the grph of f in the intervl [,x]

More information

f(a+h) f(a) x a h 0. This is the rate at which

f(a+h) f(a) x a h 0. This is the rate at which M408S Concept Inventory smple nswers These questions re open-ended, nd re intended to cover the min topics tht we lerned in M408S. These re not crnk-out-n-nswer problems! (There re plenty of those in the

More information

Linear Systems with Constant Coefficients

Linear Systems with Constant Coefficients Liner Systems with Constnt Coefficients 4-3-05 Here is system of n differentil equtions in n unknowns: x x + + n x n, x x + + n x n, x n n x + + nn x n This is constnt coefficient liner homogeneous system

More information

Review of Riemann Integral

Review of Riemann Integral 1 Review of Riemnn Integrl In this chpter we review the definition of Riemnn integrl of bounded function f : [, b] R, nd point out its limittions so s to be convinced of the necessity of more generl integrl.

More information

Section 6: Area, Volume, and Average Value

Section 6: Area, Volume, and Average Value Chpter The Integrl Applied Clculus Section 6: Are, Volume, nd Averge Vlue Are We hve lredy used integrls to find the re etween the grph of function nd the horizontl xis. Integrls cn lso e used to find

More information

Abstract inner product spaces

Abstract inner product spaces WEEK 4 Abstrct inner product spces Definition An inner product spce is vector spce V over the rel field R equipped with rule for multiplying vectors, such tht the product of two vectors is sclr, nd the

More information

Review of basic calculus

Review of basic calculus Review of bsic clculus This brief review reclls some of the most importnt concepts, definitions, nd theorems from bsic clculus. It is not intended to tech bsic clculus from scrtch. If ny of the items below

More information

Definite integral. Mathematics FRDIS MENDELU

Definite integral. Mathematics FRDIS MENDELU Definite integrl Mthemtics FRDIS MENDELU Simon Fišnrová Brno 1 Motivtion - re under curve Suppose, for simplicity, tht y = f(x) is nonnegtive nd continuous function defined on [, b]. Wht is the re of the

More information

7.1 Integral as Net Change and 7.2 Areas in the Plane Calculus

7.1 Integral as Net Change and 7.2 Areas in the Plane Calculus 7.1 Integrl s Net Chnge nd 7. Ares in the Plne Clculus 7.1 INTEGRAL AS NET CHANGE Notecrds from 7.1: Displcement vs Totl Distnce, Integrl s Net Chnge We hve lredy seen how the position of n oject cn e

More information

W. We shall do so one by one, starting with I 1, and we shall do it greedily, trying

W. We shall do so one by one, starting with I 1, and we shall do it greedily, trying Vitli covers 1 Definition. A Vitli cover of set E R is set V of closed intervls with positive length so tht, for every δ > 0 nd every x E, there is some I V with λ(i ) < δ nd x I. 2 Lemm (Vitli covering)

More information

Definition of Continuity: The function f(x) is continuous at x = a if f(a) exists and lim

Definition of Continuity: The function f(x) is continuous at x = a if f(a) exists and lim Mth 9 Course Summry/Study Guide Fll, 2005 [1] Limits Definition of Limit: We sy tht L is the limit of f(x) s x pproches if f(x) gets closer nd closer to L s x gets closer nd closer to. We write lim f(x)

More information

Math 360: A primitive integral and elementary functions

Math 360: A primitive integral and elementary functions Mth 360: A primitive integrl nd elementry functions D. DeTurck University of Pennsylvni October 16, 2017 D. DeTurck Mth 360 001 2017C: Integrl/functions 1 / 32 Setup for the integrl prtitions Definition:

More information

Best Approximation. Chapter The General Case

Best Approximation. Chapter The General Case Chpter 4 Best Approximtion 4.1 The Generl Cse In the previous chpter, we hve seen how n interpolting polynomil cn be used s n pproximtion to given function. We now wnt to find the best pproximtion to given

More information

Definite integral. Mathematics FRDIS MENDELU. Simona Fišnarová (Mendel University) Definite integral MENDELU 1 / 30

Definite integral. Mathematics FRDIS MENDELU. Simona Fišnarová (Mendel University) Definite integral MENDELU 1 / 30 Definite integrl Mthemtics FRDIS MENDELU Simon Fišnrová (Mendel University) Definite integrl MENDELU / Motivtion - re under curve Suppose, for simplicity, tht y = f(x) is nonnegtive nd continuous function

More information

Sections 5.2: The Definite Integral

Sections 5.2: The Definite Integral Sections 5.2: The Definite Integrl In this section we shll formlize the ides from the lst section to functions in generl. We strt with forml definition.. The Definite Integrl Definition.. Suppose f(x)

More information

Review on Integration (Secs ) Review: Sec Origins of Calculus. Riemann Sums. New functions from old ones.

Review on Integration (Secs ) Review: Sec Origins of Calculus. Riemann Sums. New functions from old ones. Mth 20B Integrl Clculus Lecture Review on Integrtion (Secs. 5. - 5.3) Remrks on the course. Slide Review: Sec. 5.-5.3 Origins of Clculus. Riemnn Sums. New functions from old ones. A mthemticl description

More information

Chapter 0. What is the Lebesgue integral about?

Chapter 0. What is the Lebesgue integral about? Chpter 0. Wht is the Lebesgue integrl bout? The pln is to hve tutoril sheet ech week, most often on Fridy, (to be done during the clss) where you will try to get used to the ides introduced in the previous

More information

MTH 505: Number Theory Spring 2017

MTH 505: Number Theory Spring 2017 MTH 505: Numer Theory Spring 207 Homework 2 Drew Armstrong The Froenius Coin Prolem. Consider the eqution x ` y c where,, c, x, y re nturl numers. We cn think of $ nd $ s two denomintions of coins nd $c

More information

Chapter 28. Fourier Series An Eigenvalue Problem.

Chapter 28. Fourier Series An Eigenvalue Problem. Chpter 28 Fourier Series Every time I close my eyes The noise inside me mplifies I cn t escpe I relive every moment of the dy Every misstep I hve mde Finds wy it cn invde My every thought And this is why

More information

1 The Riemann Integral

1 The Riemann Integral The Riemnn Integrl. An exmple leding to the notion of integrl (res) We know how to find (i.e. define) the re of rectngle (bse height), tringle ( (sum of res of tringles). But how do we find/define n re

More information

Coalgebra, Lecture 15: Equations for Deterministic Automata

Coalgebra, Lecture 15: Equations for Deterministic Automata Colger, Lecture 15: Equtions for Deterministic Automt Julin Slmnc (nd Jurrin Rot) Decemer 19, 2016 In this lecture, we will study the concept of equtions for deterministic utomt. The notes re self contined

More information

0.1 Properties of regulated functions and their Integrals.

0.1 Properties of regulated functions and their Integrals. MA244 Anlysis III Solutions. Sheet 2. NB. THESE ARE SKELETON SOLUTIONS, USE WISELY!. Properties of regulted functions nd their Integrls.. (Q.) Pick ny ɛ >. As f, g re regulted, there exist φ, ψ S[, b]:

More information

Section 6.1 INTRO to LAPLACE TRANSFORMS

Section 6.1 INTRO to LAPLACE TRANSFORMS Section 6. INTRO to LAPLACE TRANSFORMS Key terms: Improper Integrl; diverge, converge A A f(t)dt lim f(t)dt Piecewise Continuous Function; jump discontinuity Function of Exponentil Order Lplce Trnsform

More information

10 Vector Integral Calculus

10 Vector Integral Calculus Vector Integrl lculus Vector integrl clculus extends integrls s known from clculus to integrls over curves ("line integrls"), surfces ("surfce integrls") nd solids ("volume integrls"). These integrls hve

More information

63. Representation of functions as power series Consider a power series. ( 1) n x 2n for all 1 < x < 1

63. Representation of functions as power series Consider a power series. ( 1) n x 2n for all 1 < x < 1 3 9. SEQUENCES AND SERIES 63. Representtion of functions s power series Consider power series x 2 + x 4 x 6 + x 8 + = ( ) n x 2n It is geometric series with q = x 2 nd therefore it converges for ll q =

More information

2.4 Linear Inequalities and Interval Notation

2.4 Linear Inequalities and Interval Notation .4 Liner Inequlities nd Intervl Nottion We wnt to solve equtions tht hve n inequlity symol insted of n equl sign. There re four inequlity symols tht we will look t: Less thn , Less thn or

More information

Chapters 4 & 5 Integrals & Applications

Chapters 4 & 5 Integrals & Applications Contents Chpters 4 & 5 Integrls & Applictions Motivtion to Chpters 4 & 5 2 Chpter 4 3 Ares nd Distnces 3. VIDEO - Ares Under Functions............................................ 3.2 VIDEO - Applictions

More information

The Product Rule state that if f and g are differentiable functions, then

The Product Rule state that if f and g are differentiable functions, then Chpter 6 Techniques of Integrtion 6. Integrtion by Prts Every differentition rule hs corresponding integrtion rule. For instnce, the Substitution Rule for integrtion corresponds to the Chin Rule for differentition.

More information

practice How would you find: e x + e x e 2x e x 1 dx 1 e today: improper integrals

practice How would you find: e x + e x e 2x e x 1 dx 1 e today: improper integrals prctice How would you find: dx e x + e x e 2x e x 1 dx e 2x 1 e x dx 1. Let u=e^x. Then dx=du/u. Ans = rctn ( e^x ) + C 2. Let u=e^x. Becomes u du / (u-1), divide to get u/(u-1)=1+1/(u-1) Ans = e^x + ln

More information

AM1 Mathematical Analysis 1 Oct Feb Exercises Lecture 3. sin(x + h) sin x h cos(x + h) cos x h

AM1 Mathematical Analysis 1 Oct Feb Exercises Lecture 3. sin(x + h) sin x h cos(x + h) cos x h AM Mthemticl Anlysis Oct. Feb. Dte: October Exercises Lecture Exercise.. If h, prove the following identities hold for ll x: sin(x + h) sin x h cos(x + h) cos x h = sin γ γ = sin γ γ cos(x + γ) (.) sin(x

More information

Math 113 Exam 1-Review

Math 113 Exam 1-Review Mth 113 Exm 1-Review September 26, 2016 Exm 1 covers 6.1-7.3 in the textbook. It is dvisble to lso review the mteril from 5.3 nd 5.5 s this will be helpful in solving some of the problems. 6.1 Are Between

More information

Lecture 3. Limits of Functions and Continuity

Lecture 3. Limits of Functions and Continuity Lecture 3 Limits of Functions nd Continuity Audrey Terrs April 26, 21 1 Limits of Functions Notes I m skipping the lst section of Chpter 6 of Lng; the section bout open nd closed sets We cn probbly live

More information

Math 554 Integration

Math 554 Integration Mth 554 Integrtion Hndout #9 4/12/96 Defn. A collection of n + 1 distinct points of the intervl [, b] P := {x 0 = < x 1 < < x i 1 < x i < < b =: x n } is clled prtition of the intervl. In this cse, we

More information

Summary: Method of Separation of Variables

Summary: Method of Separation of Variables Physics 246 Electricity nd Mgnetism I, Fll 26, Lecture 22 1 Summry: Method of Seprtion of Vribles 1. Seprtion of Vribles in Crtesin Coordintes 2. Fourier Series Suggested Reding: Griffiths: Chpter 3, Section

More information

MATH 1080: Calculus of One Variable II Fall 2017 Textbook: Single Variable Calculus: Early Transcendentals, 7e, by James Stewart.

MATH 1080: Calculus of One Variable II Fall 2017 Textbook: Single Variable Calculus: Early Transcendentals, 7e, by James Stewart. MATH 1080: Clculus of One Vrile II Fll 2017 Textook: Single Vrile Clculus: Erly Trnscendentls, 7e, y Jmes Stewrt Unit 2 Skill Set Importnt: Students should expect test questions tht require synthesis of

More information

P 3 (x) = f(0) + f (0)x + f (0) 2. x 2 + f (0) . In the problem set, you are asked to show, in general, the n th order term is a n = f (n) (0)

P 3 (x) = f(0) + f (0)x + f (0) 2. x 2 + f (0) . In the problem set, you are asked to show, in general, the n th order term is a n = f (n) (0) 1 Tylor polynomils In Section 3.5, we discussed how to pproximte function f(x) round point in terms of its first derivtive f (x) evluted t, tht is using the liner pproximtion f() + f ()(x ). We clled this

More information

SYDE 112, LECTURES 3 & 4: The Fundamental Theorem of Calculus

SYDE 112, LECTURES 3 & 4: The Fundamental Theorem of Calculus SYDE 112, LECTURES & 4: The Fundmentl Theorem of Clculus So fr we hve introduced two new concepts in this course: ntidifferentition nd Riemnn sums. It turns out tht these quntities re relted, but it is

More information

Exam 2, Mathematics 4701, Section ETY6 6:05 pm 7:40 pm, March 31, 2016, IH-1105 Instructor: Attila Máté 1

Exam 2, Mathematics 4701, Section ETY6 6:05 pm 7:40 pm, March 31, 2016, IH-1105 Instructor: Attila Máté 1 Exm, Mthemtics 471, Section ETY6 6:5 pm 7:4 pm, Mrch 1, 16, IH-115 Instructor: Attil Máté 1 17 copies 1. ) Stte the usul sufficient condition for the fixed-point itertion to converge when solving the eqution

More information

Section 4: Integration ECO4112F 2011

Section 4: Integration ECO4112F 2011 Reding: Ching Chpter Section : Integrtion ECOF Note: These notes do not fully cover the mteril in Ching, ut re ment to supplement your reding in Ching. Thus fr the optimistion you hve covered hs een sttic

More information

Math 113 Exam 2 Practice

Math 113 Exam 2 Practice Mth Em Prctice Februry, 8 Em will cover sections 6.5, 7.-7.5 nd 7.8. This sheet hs three sections. The first section will remind you bout techniques nd formuls tht you should know. The second gives number

More information

Properties of the Riemann Integral

Properties of the Riemann Integral Properties of the Riemnn Integrl Jmes K. Peterson Deprtment of Biologicl Sciences nd Deprtment of Mthemticl Sciences Clemson University Februry 15, 2018 Outline 1 Some Infimum nd Supremum Properties 2

More information

UNIFORM CONVERGENCE MA 403: REAL ANALYSIS, INSTRUCTOR: B. V. LIMAYE

UNIFORM CONVERGENCE MA 403: REAL ANALYSIS, INSTRUCTOR: B. V. LIMAYE UNIFORM CONVERGENCE MA 403: REAL ANALYSIS, INSTRUCTOR: B. V. LIMAYE 1. Pointwise Convergence of Sequence Let E be set nd Y be metric spce. Consider functions f n : E Y for n = 1, 2,.... We sy tht the sequence

More information

Math 113 Fall Final Exam Review. 2. Applications of Integration Chapter 6 including sections and section 6.8

Math 113 Fall Final Exam Review. 2. Applications of Integration Chapter 6 including sections and section 6.8 Mth 3 Fll 0 The scope of the finl exm will include: Finl Exm Review. Integrls Chpter 5 including sections 5. 5.7, 5.0. Applictions of Integrtion Chpter 6 including sections 6. 6.5 nd section 6.8 3. Infinite

More information

Math 61CM - Solutions to homework 9

Math 61CM - Solutions to homework 9 Mth 61CM - Solutions to homework 9 Cédric De Groote November 30 th, 2018 Problem 1: Recll tht the left limit of function f t point c is defined s follows: lim f(x) = l x c if for ny > 0 there exists δ

More information