C Complex Integration

Size: px
Start display at page:

Download "C Complex Integration"

Transcription

1 Fourier Trasform Methods i Fiace By Umberto herubii Giovai Della Luga abria Muliacci ietro ossi opyright Joh Wiley & os Ltd omple Itegratio. DEFINITION Let t be a real parameter ragig from t A to t B, ad let (t) be a curve, or cotour i the comple plae with edpoits A (t A ), B (t B ). Now we mark off a umber of poits t i betwee t A ad t B ad approimate the curve by a series of straight lies draw from each (t i )to(t i ). To defie the itegral of a fuctio f of a comple variable, we form the quatity i i f ( i ) i where i (t i ) (t i ) ad f ( i ) is the fuctio evaluated at a poit i o betwee (t i ) ad (t i ). The sum is evaluated i the it of a arbitrarily fie partitio of the rage through which the real parameter t moves while geeratig the cotour from A to B: that is, as, or, what is the same thig, i the it of arbitrarily small i for all i. Writig u( y) i ( y) ad d i dy we have (u d dy) i We ca also write this i parametric form. If (u dy d) we have t A d (t)dt dy y (t)dt t B u d dt dy dt For a give cotour ruig from A to B, we defie the opposite cotour, writte as to be the same curve but traversed from B to A. The itegral of alog is clearly give by the above equatio but with t A ad t B iterchaged. Thus dt i t A t B u dy dt d dt dt It also follows that If is a closed curve that does ot itersect itself, we shall always iterpret itegral take couter-clockwise alog the closed cotour. to mea the Eample.. Let us itegrate the fuctio couter-clockwise aroud the uit circle cetred at the origi. The values of o this curve are give by e i.

2 86 Fourier Trasform Methods i Fiace Therefore I e i e i d i Eample.. osider the fuctio, ad let the cotour be the uit circle about, which ca be parameteried by e it, with t i [ ). ubstitutig, we fid e it i eit dt i e it e it dt i dt i( ) i No itegral aroud the closed cotour is ero. The reaso, as we shall see, is that is ot aalytic aywhere ad therefore ot withi, ad is ot aalytic at which is withi. Both these eamples are eplaied by the auchy Goursat theorem.. THE AUHY GOUAT THEOEM Defiitio.. A ope subset U of is said to be simply coected if U has o holes ; for istace, every ope disk U : r qualifies. The theorem is usually formulated for closed paths as follows: Theorem.. (hauchy) Let U be a ope subset of which is simply coected, let f : U be a aalytic fuctio with cotiuous throughout this regio, ad let be a cotour i U whose start poit is equal to its ed poit. The, roof. Let us cosider the followig idetity (u d dy) i (u dy d) to evaluate the two lie itegrals o the right, we use Gree s theorem for lie itegrals. It states that if the derivatives of ad Q are cotiuous fuctios withi ad o a closed cotour, the ( d Q dy) Q y d dy where is the surface bouded by. By hypothesis is cotiuous, so the first partial derivatives of u ad are also cotiuous; the Gree s theorem yields (u d dy) i u y (u dy d) d dy i u y d dy

3 : omple Itegratio 87 But sice the auchy iema equatios hold, the itegrads above all vaish, therefore The coditio that U be simply coected is crucial; cosider (QED) (t) e it t [ ] which traces out the uit circle ad the the cotour itegral As we have see i the previous eample, its cotour itegral is o-ero: the auchy itegral theorem does ot apply here sice is ot defied (ad certaily ot aalytic) at. Oe importat cosequece of the theorem is that cotour itegrals of aalytic fuctios o simply coected domais ca be computed i a maer familiar from the fudametal theorem of real calculus: let U be a simply coected ope subset of,let f : U be a holomorphic fuctio, ad let be a piecewise cotiuously differetiable cotour i U with start poit A ad ed poit B, the F(b) F(a) As was show by Goursat, auchy s itegral theorem ca be proved assumig oly that the comple derivative eists everywhere i U without requirig cotiuity. This is because ay fuctio which is aalytic i a regio ecessarily has a cotiuous derivative. I fact a aalytic fuctio has derivatives of all orders ad therefore all its derivatives are cotiuous, the cotiuity of the th derivative beig a cosequece of the eistece of the derivative of order. But it is possible to establish this result o higher derivatives oly after oe shows that the cotiuity of is ot eeded i the proof of auchy s theorem. The relaatio of this hypotheses is therefore of utmost importace, ad it is Goursat s result that really distiguishes the theory of itegratio of a fuctio of comple variable from the theory of lie itegrals i the real plae. Theorem.. (hauchy Goursat) Let U be a ope subset of which is simply coected, let f : U be a aalytic fuctio ad let be a cotour i U whose start poit is equal to its ed poit. The, The proof of the theorem is more ivolved tha the previous oe ad we refer the iterested reader to the literature..3 ONEQUENE OF AUHY THEOEM The auchy itegral theorem leads to the auchy itegral formula ad the residue theorem. Theorem.3. uppose U is a ope subset of the comple plae, ad as usual f : U is a aalytic fuctio, ad the disk D : r is completely cotaied

4 88 Fourier Trasform Methods i Fiace y L L r Figure. hauchy itegral theorem i U. Let be the circle formig the boudary of D. The for every a i the iterior of D we have: f (a) i a where the cotour itegral is to be take couter-clockwise. The proof of this statemet uses the auchy itegral theorem ad, just like that theorem, oly eeds f to be comple differetiable. It is worth followig the proof i order to become acquaited with comple itegral calculus. roof. Let us cosider Figure.: iside the cotour we draw a circle of radius r about ad cosider the cotour formed by the circle, the lie ad the two straight lie segmets L ad L, which lie arbitrarily close to each other. Let us call this etire cotour. Now cosider Iside, L is aalytic, so by the auchy Goursat theorem L Now, as we brig the lie segmets L ad L arbitrarily close together, L L

5 : omple Itegratio 89 sice the lies are traversed i opposite directios. Thus, i this it we have so that At this poit we ote that is traversed i a clockwise directio, sice it is cosidered as a cotour i its ow right i.e. ot just as a part of. Let us therefore defie so that is a couter-clockwise cotour, the we may write f ( ) f ( ) We ow use the fact that is a circle to write r e i o, thus the first itegral o the right becomes for all r ir e i r e i d i withi. A auchy formula will therefore be established if we ca show that f ( ) for some choice of the cotour. The cotiuity of at tells us that, for all, there eists a such that if, the f ( ). o, by takig r, we satisfy the coditio which i tur implies that f ( ) f ( ) ( ) Thus by takig r small eough but still greater tha ero, the absolute value of the itegral ca be made smaller tha ay pre-assiged umber, implyig that: if( ) This result meas, amog the other thigs, that if a fuctio is aalytic withi ad o a cotour, its value at every poit iside is determied by its values o the boudig curve. Oe may replace the circle with ay closed rectifiable curve i U which does t have ay self-itersectios ad which is orieted couter-clockwise. The formulas remai valid for ay poit from the regio eclosed by this path. Oe ca the deduce from the formula that f must actually be ifiitely ofte cotiuously differetiable, with f () ( )! i ( )

6 9 Fourier Trasform Methods i Fiace ome call this idetity auchy s differetiatio formula. A proof of this last idetity is a by-product of the proof that holomorphic fuctios are aalytic. A importat cosequece of the auchy s itegral formula is the followig: Theorem.3. (Liouville s theorem) If is etire ad is bouded for all values of, the is a costat. roof. From auchy s itegral formula, takig the derivative of both members, we have that f ( ) i ( ) if we take to be the circle r, the f ( ) i ( ) r M r where M withi ad o. Therefore f ( ) M r, ad we may take r as large as we like because is etire. o takig r large eough, we ca make f ( ) for ay pre-assiged. That is f ( ), which implies that f ( ) for all so f ( ) costat. I particular, from Liouville s theorem we ca coclude that if we have a fuctio that is aalytic i the etire comple plae ad is such that as i the etire comple plae, the this fuctio is idetically ero i the etire plae. M r.4 INIAL VALUE Let us begi by cosiderig a fuctio that is aalytic i the upper half of the comple plae ad is such that as i the upper half plae. Now cosider the cotour itegral where is the cotour show i Figure. ad is real. By assumptio, is aalytic withi ad o ;sois ( ). Thus Let us break this itegral as follows: f () d f () d Here is the radius of the small semicircle cetred at ad is the radius of the large semicircle cetred at the origi, as show i Figure.. The radius ca be chose as small as we please, ad ca be chose as large as we like. I the it of arbitrarily small, the quatity f () d f () d

7 : omple Itegratio 9 δ δ α δ α α + δ + Figure. The cotour,, used to obtai equatio (.). The radius,, of the semicircle,,may be made as large as ecessary ad the radius,, of the semicircle,, may be made as small as we please is called the pricipal-value itegral of f () ( ) ad is deoted by f () d Now alog the large semicircle we set e i, so that i f ( e i ) e i e i d But so we ca write e i [ cos ] [ ] f ( e i ) d But as ad ( ). Therefore the itegral over the semicircle of radius ca be made arbitrarily small by choosig sufficietly large. Thus we may write: f () d f ( ) f ( ) where we have added ad subtracted the term f ( ) ettig e i

8 9 Fourier Trasform Methods i Fiace i the first itegral o the right-had side of this equatio, we fid that Thus f ( ) f () if ( ) d i f ( ) d i f ( ) f ( ) ice is cotiuous at, the argumet used i derivig auchy s itegral formula tell us that this last itegral over vaishes. Hece f () For the sake of brevity we write this simply as d i f ( ) f () d i f ( ) (.) where f () is a comple-valued fuctio of a real variable. The pricipal-value itegral ca be see as a way to avoid sigularities o a path of itegratio: oe itegrates to withi of the sigularity i questio, skips over the sigularity ad begis itegratig agai a distace beyod the sigularity. This prescriptio is also very useful i the oe-dimesioal real aalysis where it eables oe to make sese of such itegrals as: Oe would like this itegral to be ero, sice we are itegratig a odd fuctio over a symmetric domai. However, uless we isert a i frot of this itegral, the sigularity at the origi makes the itegral meaigless. Followig the prescriptio for pricipal-value itegrals we ca easily evaluate the above itegral, we have d d I the first itegral o the right-had side, set d y. The d d dy y d The sum of the two itegrals iside the bracket is obviously ero sice b a thus a d b

9 : omple Itegratio 93 Eample.4. Let us evaluate the followig itegral d a where a. Aswer: First of all we write the itegral i the form d a a d a a d a ettig y i the first itegral o the right-had side, we fid that d a dy y a l( a) l [l l( a) l( a) l ] thus d a l a a a.5 LAUENT EIE We ow come to oe of the most importat applicatios of the auchy Goursat theorem, amely the possibility of epadig a aalytic fuctio i a power series. The mai result may be stated as follows: Theorem.5. If is aalytic throughout the aular regio betwee ad o the cocetric circles ad cetred at a ad of radii r ad r r respectively, the there eists a uique series epasio i terms of positive ad egative powers of ( a), a k ( a) k b k ( k k a) k where a k i ( a) k b k i ( a) k roof. Let there be two circular cotours ad, with the radius of larger tha that of.let be at the cetre of ad, ad be betwee ad. Now create a cut lie c betwee ad, ad itegrate aroud the path c c, so that the plus ad mius cotributios of c cacel oe aother, as illustrated i Figure.3. ice

10 94 Fourier Trasform Methods i Fiace c c Figure.3 omple itegral cotour used for the proof of uicity of Lauret eries is aalytic withi ad o, from the auchy itegral formula, i f ( ) f ( ) i f ( ) i c f ( ) i f ( ) i c f ( ) i f ( ) (.) i sice cotributios from the cut lie i opposite directios cacel out. Now f ( ) i ( ) ( ) f ( ) i ( ) ( ) f ( ) i f ( ) i f ( ) i f ( ) i (.3)

11 : omple Itegratio 95 For the first itegral,. For the secod,. Now use the Taylor epasio (valid for t ) t t to obtai f ( ) i f ( ) i ( ) f ( ) i ( ) ( ) ( ) f ( ) i ( ) f ( ) i ( ) ( ) ( ) f ( ) i where the secod term has bee re-ideed. e-ideig agai, (.4) i ( ) f ( ) ( ) i ( ) f ( ) (.5) ( ) ice the itegrads, icludig the fuctio, are aalytic i the aular regio defied by ad, the itegrals are idepedet of the path of itegratio i that regio. If we replace paths of itegratio ad by a circle of radius r with r r r, the ( ) f ( ) i ( ) i ( ) f ( ) ( ) ( ) f ( ) i ( ) a ( ) (.6) Geerally, the path of itegratio ca be ay path that lies i the aular regio ad ecircles oce i the positive (couter-clockwise) directio. The comple residues a are therefore defied by a i f ( ) ( )

12 96 Fourier Trasform Methods i Fiace The costat a i the Lauret series.6 OMLEX EIDUE a ( ) of about a poit is called the residue of. If f is aalytic at, its residue is ero, but the coverse is ot always true (for eample, has residue at but is ot aalytic at ). The residue of a fuctio f at a poit may be deoted es ( ). Two basic eamples of residues are give by es ad es for. The residue of a fuctio f aroud a poit is also defied by es f i f where is a couter-clockwise simple closed cotour, small eough to avoid ay other poles of f. I fact, ay couter-clockwise path with cotour-widig umber which does ot cotai ay other pole gives the same result by the auchy itegral formula. Figure.4 shows a suitable cotour for which to defie the residue of fuctio, where the poles are idicated as black dots. The residues of a fuctio may be foud without eplicitly epadig ito a Lauret series as follows. If has a pole of order m at, the a for m ad a m. Therefore, a ( ) a m ( ) ( m ) m ( ) m a m ( ) es f() = i = 3 +i es f() = = es f() = = γ es f() = 5 = i es f() = = i Figure.4 omple itegral cotour for the eample i sectio.7

13 : omple Itegratio 97 d ( ) m ( ) a m ( ) ( ) a m ( ) ( )a m ( ) (.7) d ( ) m ( ) ( )a m ( ) ( ) ( )a m ( ) ( )( )a m ( ) (.8) Iteratig, d m m ( ) m ( )( ) ( m )a ( ) (m )!a ( )( ) ( m )a ( ) (.9) o ad the residue is d m ( m ) m (m )!a (m )!a d m a ( (m )! m ) m The residues of a holomorphic fuctio at its poles characterie a great deal of the structure of a fuctio, appearig for eample i the amaig residue theorem of cotour itegratio..7 EIDUE THEOEM Let there eist a aalytic fuctio whose Lauret series is give by a ( )

14 98 Fourier Trasform Methods i Fiace ad itegrate term by term usig a closed cotour ecirclig, a ( ) a ( ) a () ( ) a ( ) (.) The auchy itegral theorem requires that the first ad last terms vaish, so we have a () ( ) where a is the comple residue. Usig the cotour (t) e it gives so we have () ( ) (i e it dt) (e it ) i ia If the cotour ecloses multiple poles, the the theorem gives the geeral result i a A es ai where A is the set of poles cotaied iside the cotour. This amaig theorem therefore says that the value of a cotour itegral for ay cotour i the comple plae depeds oly o the properties of a few very special poits iside the cotour. Figure.4 shows a eample of the residue theorem applied to the illustrated cotour ad the fuctio 3 ( ) ( i) ( i) i ( 3 i) 5 ( i) Oly the poles at ad i are cotaied i the cotour, ad have residues of ad, respectively. The values of the cotour itegral is therefore give by i( ) 4 i Eample.7. osider agai the itegral ( ) d Now we are goig to solve it usig the residue approach. osider the comple-valued fuctio ( )

15 : omple Itegratio 99 The Lauret series of about i, the oly sigularity we eed to cosider, is 4( i) i 4( i) It is clear by ispectio that the residue is 3 6 i 8 ( i) 5 ( i) 64 i 4, so, by the residue theorem, we have ( ) i es i f i( i 4).8 JODAN LEMMA Jorda s lemma shows the value of the itegral alog the ifiite upper semicircle ad with a I f ()e ia d is for ice fuctios which satisfy f ( e i ) Thus, the itegral alog the real ais is just the sum of comple residues i the cotour. The lemma ca be established usig a cotour itegral I that satisfies I a () To derive the lemma, write e i (cos i si ) d ie i d ad defie the cotour itegral I f ( e i )e iacos asi ie i d The I f ( e i ) e iacos e asi i e i d f ( e i ) e asi d f ( e i ) e asi d (.) Now, if f ( e i ), choose a such that f ( e i ),so I e asi d But, for i [ ], si

16 Fourier Trasform Methods i Fiace so As log as the follows. I e a d e a a a ( e a ) (.), Jorda s lemma I a ()

Analytic Continuation

Analytic Continuation Aalytic Cotiuatio The stadard example of this is give by Example Let h (z) = 1 + z + z 2 + z 3 +... kow to coverge oly for z < 1. I fact h (z) = 1/ (1 z) for such z. Yet H (z) = 1/ (1 z) is defied for

More information

PRELIM PROBLEM SOLUTIONS

PRELIM PROBLEM SOLUTIONS PRELIM PROBLEM SOLUTIONS THE GRAD STUDENTS + KEN Cotets. Complex Aalysis Practice Problems 2. 2. Real Aalysis Practice Problems 2. 4 3. Algebra Practice Problems 2. 8. Complex Aalysis Practice Problems

More information

Infinite Sequences and Series

Infinite Sequences and Series Chapter 6 Ifiite Sequeces ad Series 6.1 Ifiite Sequeces 6.1.1 Elemetary Cocepts Simply speakig, a sequece is a ordered list of umbers writte: {a 1, a 2, a 3,...a, a +1,...} where the elemets a i represet

More information

Sequences and Series of Functions

Sequences and Series of Functions Chapter 6 Sequeces ad Series of Fuctios 6.1. Covergece of a Sequece of Fuctios Poitwise Covergece. Defiitio 6.1. Let, for each N, fuctio f : A R be defied. If, for each x A, the sequece (f (x)) coverges

More information

j=1 dz Res(f, z j ) = 1 d k 1 dz k 1 (z c)k f(z) Res(f, c) = lim z c (k 1)! Res g, c = f(c) g (c)

j=1 dz Res(f, z j ) = 1 d k 1 dz k 1 (z c)k f(z) Res(f, c) = lim z c (k 1)! Res g, c = f(c) g (c) Problem. Compute the itegrals C r d for Z, where C r = ad r >. Recall that C r has the couter-clockwise orietatio. Solutio: We will use the idue Theorem to solve this oe. We could istead use other (perhaps

More information

lim za n n = z lim a n n.

lim za n n = z lim a n n. Lecture 6 Sequeces ad Series Defiitio 1 By a sequece i a set A, we mea a mappig f : N A. It is customary to deote a sequece f by {s } where, s := f(). A sequece {z } of (complex) umbers is said to be coverget

More information

PRACTICE FINAL/STUDY GUIDE SOLUTIONS

PRACTICE FINAL/STUDY GUIDE SOLUTIONS Last edited December 9, 03 at 4:33pm) Feel free to sed me ay feedback, icludig commets, typos, ad mathematical errors Problem Give the precise meaig of the followig statemets i) a f) L ii) a + f) L iii)

More information

Seunghee Ye Ma 8: Week 5 Oct 28

Seunghee Ye Ma 8: Week 5 Oct 28 Week 5 Summary I Sectio, we go over the Mea Value Theorem ad its applicatios. I Sectio 2, we will recap what we have covered so far this term. Topics Page Mea Value Theorem. Applicatios of the Mea Value

More information

MTH Assignment 1 : Real Numbers, Sequences

MTH Assignment 1 : Real Numbers, Sequences MTH -26 Assigmet : Real Numbers, Sequeces. Fid the supremum of the set { m m+ : N, m Z}. 2. Let A be a o-empty subset of R ad α R. Show that α = supa if ad oly if α is ot a upper boud of A but α + is a

More information

PAPER : IIT-JAM 2010

PAPER : IIT-JAM 2010 MATHEMATICS-MA (CODE A) Q.-Q.5: Oly oe optio is correct for each questio. Each questio carries (+6) marks for correct aswer ad ( ) marks for icorrect aswer.. Which of the followig coditios does NOT esure

More information

3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense,

3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense, 3. Z Trasform Referece: Etire Chapter 3 of text. Recall that the Fourier trasform (FT) of a DT sigal x [ ] is ω ( ) [ ] X e = j jω k = xe I order for the FT to exist i the fiite magitude sese, S = x [

More information

Chapter 6 Infinite Series

Chapter 6 Infinite Series Chapter 6 Ifiite Series I the previous chapter we cosidered itegrals which were improper i the sese that the iterval of itegratio was ubouded. I this chapter we are goig to discuss a topic which is somewhat

More information

Fundamental Concepts: Surfaces and Curves

Fundamental Concepts: Surfaces and Curves UNDAMENTAL CONCEPTS: SURACES AND CURVES CHAPTER udametal Cocepts: Surfaces ad Curves. INTRODUCTION This chapter describes two geometrical objects, vi., surfaces ad curves because the pla a ver importat

More information

Honors Calculus Homework 13 Solutions, due 12/8/5

Honors Calculus Homework 13 Solutions, due 12/8/5 Hoors Calculus Homework Solutios, due /8/5 Questio Let a regio R i the plae be bouded by the curves y = 5 ad = 5y y. Sketch the regio R. The two curves meet where both equatios hold at oce, so where: y

More information

Chapter 8. Uniform Convergence and Differentiation.

Chapter 8. Uniform Convergence and Differentiation. Chapter 8 Uiform Covergece ad Differetiatio This chapter cotiues the study of the cosequece of uiform covergece of a series of fuctio I Chapter 7 we have observed that the uiform limit of a sequece of

More information

1 1 2 = show that: over variables x and y. [2 marks] Write down necessary conditions involving first and second-order partial derivatives for ( x0, y

1 1 2 = show that: over variables x and y. [2 marks] Write down necessary conditions involving first and second-order partial derivatives for ( x0, y Questio (a) A square matrix A= A is called positive defiite if the quadratic form waw > 0 for every o-zero vector w [Note: Here (.) deotes the traspose of a matrix or a vector]. Let 0 A = 0 = show that:

More information

Chapter 10: Power Series

Chapter 10: Power Series Chapter : Power Series 57 Chapter Overview: Power Series The reaso series are part of a Calculus course is that there are fuctios which caot be itegrated. All power series, though, ca be itegrated because

More information

Lesson 10: Limits and Continuity

Lesson 10: Limits and Continuity www.scimsacademy.com Lesso 10: Limits ad Cotiuity SCIMS Academy 1 Limit of a fuctio The cocept of limit of a fuctio is cetral to all other cocepts i calculus (like cotiuity, derivative, defiite itegrals

More information

Math 113, Calculus II Winter 2007 Final Exam Solutions

Math 113, Calculus II Winter 2007 Final Exam Solutions Math, Calculus II Witer 7 Fial Exam Solutios (5 poits) Use the limit defiitio of the defiite itegral ad the sum formulas to compute x x + dx The check your aswer usig the Evaluatio Theorem Solutio: I this

More information

Mathematical Methods for Physics and Engineering

Mathematical Methods for Physics and Engineering Mathematical Methods for Physics ad Egieerig Lecture otes Sergei V. Shabaov Departmet of Mathematics, Uiversity of Florida, Gaiesville, FL 326 USA CHAPTER The theory of covergece. Numerical sequeces..

More information

ECE Notes 6 Power Series Representations. Fall 2017 David R. Jackson. Notes are from D. R. Wilton, Dept. of ECE

ECE Notes 6 Power Series Representations. Fall 2017 David R. Jackson. Notes are from D. R. Wilton, Dept. of ECE ECE 638 Fall 7 David R. Jackso Notes 6 Power Series Represetatios Notes are from D. R. Wilto, Dept. of ECE Geometric Series the sum N + S + + + + N Notig that N N + we have that S S S S N S + + +, N +

More information

Most text will write ordinary derivatives using either Leibniz notation 2 3. y + 5y= e and y y. xx tt t

Most text will write ordinary derivatives using either Leibniz notation 2 3. y + 5y= e and y y. xx tt t Itroductio to Differetial Equatios Defiitios ad Termiolog Differetial Equatio: A equatio cotaiig the derivatives of oe or more depedet variables, with respect to oe or more idepedet variables, is said

More information

f(x) dx as we do. 2x dx x also diverges. Solution: We compute 2x dx lim

f(x) dx as we do. 2x dx x also diverges. Solution: We compute 2x dx lim Math 3, Sectio 2. (25 poits) Why we defie f(x) dx as we do. (a) Show that the improper itegral diverges. Hece the improper itegral x 2 + x 2 + b also diverges. Solutio: We compute x 2 + = lim b x 2 + =

More information

CHAPTER 10 INFINITE SEQUENCES AND SERIES

CHAPTER 10 INFINITE SEQUENCES AND SERIES CHAPTER 10 INFINITE SEQUENCES AND SERIES 10.1 Sequeces 10.2 Ifiite Series 10.3 The Itegral Tests 10.4 Compariso Tests 10.5 The Ratio ad Root Tests 10.6 Alteratig Series: Absolute ad Coditioal Covergece

More information

Lecture Notes for Analysis Class

Lecture Notes for Analysis Class Lecture Notes for Aalysis Class Topological Spaces A topology for a set X is a collectio T of subsets of X such that: (a) X ad the empty set are i T (b) Uios of elemets of T are i T (c) Fiite itersectios

More information

Problem Cosider the curve give parametrically as x = si t ad y = + cos t for» t» ß: (a) Describe the path this traverses: Where does it start (whe t =

Problem Cosider the curve give parametrically as x = si t ad y = + cos t for» t» ß: (a) Describe the path this traverses: Where does it start (whe t = Mathematics Summer Wilso Fial Exam August 8, ANSWERS Problem 1 (a) Fid the solutio to y +x y = e x x that satisfies y() = 5 : This is already i the form we used for a first order liear differetial equatio,

More information

SECTION 2 Electrostatics

SECTION 2 Electrostatics SECTION Electrostatics This sectio, based o Chapter of Griffiths, covers effects of electric fields ad forces i static (timeidepedet) situatios. The topics are: Electric field Gauss s Law Electric potetial

More information

Chapter 2 The Solution of Numerical Algebraic and Transcendental Equations

Chapter 2 The Solution of Numerical Algebraic and Transcendental Equations Chapter The Solutio of Numerical Algebraic ad Trascedetal Equatios Itroductio I this chapter we shall discuss some umerical methods for solvig algebraic ad trascedetal equatios. The equatio f( is said

More information

Assignment 1 : Real Numbers, Sequences. for n 1. Show that (x n ) converges. Further, by observing that x n+2 + x n+1

Assignment 1 : Real Numbers, Sequences. for n 1. Show that (x n ) converges. Further, by observing that x n+2 + x n+1 Assigmet : Real Numbers, Sequeces. Let A be a o-empty subset of R ad α R. Show that α = supa if ad oly if α is ot a upper boud of A but α + is a upper boud of A for every N. 2. Let y (, ) ad x (, ). Evaluate

More information

Dupuy Complex Analysis Spring 2016 Homework 02

Dupuy Complex Analysis Spring 2016 Homework 02 Dupuy Complex Aalysis Sprig 206 Homework 02. (CUNY, Fall 2005) Let D be the closed uit disc. Let g be a sequece of aalytic fuctios covergig uiformly to f o D. (a) Show that g coverges. Solutio We have

More information

1. (25 points) Use the limit definition of the definite integral and the sum formulas 1 to compute

1. (25 points) Use the limit definition of the definite integral and the sum formulas 1 to compute Math, Calculus II Fial Eam Solutios. 5 poits) Use the limit defiitio of the defiite itegral ad the sum formulas to compute 4 d. The check your aswer usig the Evaluatio Theorem. ) ) Solutio: I this itegral,

More information

U8L1: Sec Equations of Lines in R 2

U8L1: Sec Equations of Lines in R 2 MCVU U8L: Sec. 8.9. Equatios of Lies i R Review of Equatios of a Straight Lie (-D) Cosider the lie passig through A (-,) with slope, as show i the diagram below. I poit slope form, the equatio of the lie

More information

Complex Analysis Spring 2001 Homework I Solution

Complex Analysis Spring 2001 Homework I Solution Complex Aalysis Sprig 2001 Homework I Solutio 1. Coway, Chapter 1, sectio 3, problem 3. Describe the set of poits satisfyig the equatio z a z + a = 2c, where c > 0 ad a R. To begi, we see from the triagle

More information

Calculus with Analytic Geometry 2

Calculus with Analytic Geometry 2 Calculus with Aalytic Geometry Fial Eam Study Guide ad Sample Problems Solutios The date for the fial eam is December, 7, 4-6:3p.m. BU Note. The fial eam will cosist of eercises, ad some theoretical questios,

More information

Calculus I Practice Test Problems for Chapter 5 Page 1 of 9

Calculus I Practice Test Problems for Chapter 5 Page 1 of 9 Calculus I Practice Test Problems for Chapter 5 Page of 9 This is a set of practice test problems for Chapter 5. This is i o way a iclusive set of problems there ca be other types of problems o the actual

More information

Fall 2013 MTH431/531 Real analysis Section Notes

Fall 2013 MTH431/531 Real analysis Section Notes Fall 013 MTH431/531 Real aalysis Sectio 8.1-8. Notes Yi Su 013.11.1 1. Defiitio of uiform covergece. We look at a sequece of fuctios f (x) ad study the coverget property. Notice we have two parameters

More information

1 Approximating Integrals using Taylor Polynomials

1 Approximating Integrals using Taylor Polynomials Seughee Ye Ma 8: Week 7 Nov Week 7 Summary This week, we will lear how we ca approximate itegrals usig Taylor series ad umerical methods. Topics Page Approximatig Itegrals usig Taylor Polyomials. Defiitios................................................

More information

Linear Regression Demystified

Linear Regression Demystified Liear Regressio Demystified Liear regressio is a importat subject i statistics. I elemetary statistics courses, formulae related to liear regressio are ofte stated without derivatio. This ote iteds to

More information

Quiz. Use either the RATIO or ROOT TEST to determine whether the series is convergent or not.

Quiz. Use either the RATIO or ROOT TEST to determine whether the series is convergent or not. Quiz. Use either the RATIO or ROOT TEST to determie whether the series is coverget or ot. e .6 POWER SERIES Defiitio. A power series i about is a series of the form c 0 c a c a... c a... a 0 c a where

More information

Chapter 8. Euler s Gamma function

Chapter 8. Euler s Gamma function Chapter 8 Euler s Gamma fuctio The Gamma fuctio plays a importat role i the fuctioal equatio for ζ(s that we will derive i the ext chapter. I the preset chapter we have collected some properties of the

More information

If a subset E of R contains no open interval, is it of zero measure? For instance, is the set of irrationals in [0, 1] is of measure zero?

If a subset E of R contains no open interval, is it of zero measure? For instance, is the set of irrationals in [0, 1] is of measure zero? 2 Lebesgue Measure I Chapter 1 we defied the cocept of a set of measure zero, ad we have observed that every coutable set is of measure zero. Here are some atural questios: If a subset E of R cotais a

More information

MATH4822E FOURIER ANALYSIS AND ITS APPLICATIONS

MATH4822E FOURIER ANALYSIS AND ITS APPLICATIONS MATH48E FOURIER ANALYSIS AND ITS APPLICATIONS 7.. Cesàro summability. 7. Summability methods Arithmetic meas. The followig idea is due to the Italia geometer Eresto Cesàro (859-96). He shows that eve if

More information

Chapter 7 Isoperimetric problem

Chapter 7 Isoperimetric problem Chapter 7 Isoperimetric problem Recall that the isoperimetric problem (see the itroductio its coectio with ido s proble) is oe of the most classical problem of a shape optimizatio. It ca be formulated

More information

Continuous Functions

Continuous Functions Cotiuous Fuctios Q What does it mea for a fuctio to be cotiuous at a poit? Aswer- I mathematics, we have a defiitio that cosists of three cocepts that are liked i a special way Cosider the followig defiitio

More information

Fundamental Theorem of Algebra. Yvonne Lai March 2010

Fundamental Theorem of Algebra. Yvonne Lai March 2010 Fudametal Theorem of Algebra Yvoe Lai March 010 We prove the Fudametal Theorem of Algebra: Fudametal Theorem of Algebra. Let f be a o-costat polyomial with real coefficiets. The f has at least oe complex

More information

Chapter 4. Fourier Series

Chapter 4. Fourier Series Chapter 4. Fourier Series At this poit we are ready to ow cosider the caoical equatios. Cosider, for eample the heat equatio u t = u, < (4.) subject to u(, ) = si, u(, t) = u(, t) =. (4.) Here,

More information

6.3 Testing Series With Positive Terms

6.3 Testing Series With Positive Terms 6.3. TESTING SERIES WITH POSITIVE TERMS 307 6.3 Testig Series With Positive Terms 6.3. Review of what is kow up to ow I theory, testig a series a i for covergece amouts to fidig the i= sequece of partial

More information

2 f(x) dx = 1, 0. 2f(x 1) dx d) 1 4t t6 t. t 2 dt i)

2 f(x) dx = 1, 0. 2f(x 1) dx d) 1 4t t6 t. t 2 dt i) Math PracTest Be sure to review Lab (ad all labs) There are lots of good questios o it a) State the Mea Value Theorem ad draw a graph that illustrates b) Name a importat theorem where the Mea Value Theorem

More information

Calculus 2 Test File Fall 2013

Calculus 2 Test File Fall 2013 Calculus Test File Fall 013 Test #1 1.) Without usig your calculator, fid the eact area betwee the curves f() = 4 - ad g() = si(), -1 < < 1..) Cosider the followig solid. Triagle ABC is perpedicular to

More information

ES.182A Topic 40 Notes Jeremy Orloff

ES.182A Topic 40 Notes Jeremy Orloff ES.182A opic 4 Notes Jeremy Orloff 4 Flux: ormal form of Gree s theorem Gree s theorem i flux form is formally equivalet to our previous versio where the lie itegral was iterpreted as work. Here we will

More information

A sequence of numbers is a function whose domain is the positive integers. We can see that the sequence

A sequence of numbers is a function whose domain is the positive integers. We can see that the sequence Sequeces A sequece of umbers is a fuctio whose domai is the positive itegers. We ca see that the sequece,, 2, 2, 3, 3,... is a fuctio from the positive itegers whe we write the first sequece elemet as

More information

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer.

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer. 6 Itegers Modulo I Example 2.3(e), we have defied the cogruece of two itegers a,b with respect to a modulus. Let us recall that a b (mod ) meas a b. We have proved that cogruece is a equivalece relatio

More information

A PROOF OF THE TWIN PRIME CONJECTURE AND OTHER POSSIBLE APPLICATIONS

A PROOF OF THE TWIN PRIME CONJECTURE AND OTHER POSSIBLE APPLICATIONS A PROOF OF THE TWI PRIME COJECTURE AD OTHER POSSIBLE APPLICATIOS by PAUL S. BRUCKMA 38 Frot Street, #3 aaimo, BC V9R B8 (Caada) e-mail : pbruckma@hotmail.com ABSTRACT : A elemetary proof of the Twi Prime

More information

1.3 Convergence Theorems of Fourier Series. k k k k. N N k 1. With this in mind, we state (without proof) the convergence of Fourier series.

1.3 Convergence Theorems of Fourier Series. k k k k. N N k 1. With this in mind, we state (without proof) the convergence of Fourier series. .3 Covergece Theorems of Fourier Series I this sectio, we preset the covergece of Fourier series. A ifiite sum is, by defiitio, a limit of partial sums, that is, a cos( kx) b si( kx) lim a cos( kx) b si(

More information

John Riley 30 August 2016

John Riley 30 August 2016 Joh Riley 3 August 6 Basic mathematics of ecoomic models Fuctios ad derivatives Limit of a fuctio Cotiuity 3 Level ad superlevel sets 3 4 Cost fuctio ad margial cost 4 5 Derivative of a fuctio 5 6 Higher

More information

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3 MATH 337 Sequeces Dr. Neal, WKU Let X be a metric space with distace fuctio d. We shall defie the geeral cocept of sequece ad limit i a metric space, the apply the results i particular to some special

More information

Recitation 4: Lagrange Multipliers and Integration

Recitation 4: Lagrange Multipliers and Integration Math 1c TA: Padraic Bartlett Recitatio 4: Lagrage Multipliers ad Itegratio Week 4 Caltech 211 1 Radom Questio Hey! So, this radom questio is pretty tightly tied to today s lecture ad the cocept of cotet

More information

f(w) w z =R z a 0 a n a nz n Liouville s theorem, we see that Q is constant, which implies that P is constant, which is a contradiction.

f(w) w z =R z a 0 a n a nz n Liouville s theorem, we see that Q is constant, which implies that P is constant, which is a contradiction. Theorem 3.6.4. [Liouville s Theorem] Every bouded etire fuctio is costat. Proof. Let f be a etire fuctio. Suppose that there is M R such that M for ay z C. The for ay z C ad R > 0 f (z) f(w) 2πi (w z)

More information

1 6 = 1 6 = + Factorials and Euler s Gamma function

1 6 = 1 6 = + Factorials and Euler s Gamma function Royal Holloway Uiversity of Lodo Departmet of Physics Factorials ad Euler s Gamma fuctio Itroductio The is a self-cotaied part of the course dealig, essetially, with the factorial fuctio ad its geeralizatio

More information

Sequences A sequence of numbers is a function whose domain is the positive integers. We can see that the sequence

Sequences A sequence of numbers is a function whose domain is the positive integers. We can see that the sequence Sequeces A sequece of umbers is a fuctio whose domai is the positive itegers. We ca see that the sequece 1, 1, 2, 2, 3, 3,... is a fuctio from the positive itegers whe we write the first sequece elemet

More information

Product measures, Tonelli s and Fubini s theorems For use in MAT3400/4400, autumn 2014 Nadia S. Larsen. Version of 13 October 2014.

Product measures, Tonelli s and Fubini s theorems For use in MAT3400/4400, autumn 2014 Nadia S. Larsen. Version of 13 October 2014. Product measures, Toelli s ad Fubii s theorems For use i MAT3400/4400, autum 2014 Nadia S. Larse Versio of 13 October 2014. 1. Costructio of the product measure The purpose of these otes is to preset the

More information

MIDTERM 3 CALCULUS 2. Monday, December 3, :15 PM to 6:45 PM. Name PRACTICE EXAM SOLUTIONS

MIDTERM 3 CALCULUS 2. Monday, December 3, :15 PM to 6:45 PM. Name PRACTICE EXAM SOLUTIONS MIDTERM 3 CALCULUS MATH 300 FALL 08 Moday, December 3, 08 5:5 PM to 6:45 PM Name PRACTICE EXAM S Please aswer all of the questios, ad show your work. You must explai your aswers to get credit. You will

More information

It is always the case that unions, intersections, complements, and set differences are preserved by the inverse image of a function.

It is always the case that unions, intersections, complements, and set differences are preserved by the inverse image of a function. MATH 532 Measurable Fuctios Dr. Neal, WKU Throughout, let ( X, F, µ) be a measure space ad let (!, F, P ) deote the special case of a probability space. We shall ow begi to study real-valued fuctios defied

More information

Mathematical Foundations -1- Sets and Sequences. Sets and Sequences

Mathematical Foundations -1- Sets and Sequences. Sets and Sequences Mathematical Foudatios -1- Sets ad Sequeces Sets ad Sequeces Methods of proof 2 Sets ad vectors 13 Plaes ad hyperplaes 18 Liearly idepedet vectors, vector spaces 2 Covex combiatios of vectors 21 eighborhoods,

More information

Kinetics of Complex Reactions

Kinetics of Complex Reactions Kietics of Complex Reactios by Flick Colema Departmet of Chemistry Wellesley College Wellesley MA 28 wcolema@wellesley.edu Copyright Flick Colema 996. All rights reserved. You are welcome to use this documet

More information

(a) (b) All real numbers. (c) All real numbers. (d) None. to show the. (a) 3. (b) [ 7, 1) (c) ( 7, 1) (d) At x = 7. (a) (b)

(a) (b) All real numbers. (c) All real numbers. (d) None. to show the. (a) 3. (b) [ 7, 1) (c) ( 7, 1) (d) At x = 7. (a) (b) Chapter 0 Review 597. E; a ( + )( + ) + + S S + S + + + + + + S lim + l. D; a diverges by the Itegral l k Test sice d lim [(l ) ], so k l ( ) does ot coverge absolutely. But it coverges by the Alteratig

More information

4.3 Growth Rates of Solutions to Recurrences

4.3 Growth Rates of Solutions to Recurrences 4.3. GROWTH RATES OF SOLUTIONS TO RECURRENCES 81 4.3 Growth Rates of Solutios to Recurreces 4.3.1 Divide ad Coquer Algorithms Oe of the most basic ad powerful algorithmic techiques is divide ad coquer.

More information

Fourier Series and their Applications

Fourier Series and their Applications Fourier Series ad their Applicatios The fuctios, cos x, si x, cos x, si x, are orthogoal over (, ). m cos mx cos xdx = m = m = = cos mx si xdx = for all m, { m si mx si xdx = m = I fact the fuctios satisfy

More information

We are mainly going to be concerned with power series in x, such as. (x)} converges - that is, lims N n

We are mainly going to be concerned with power series in x, such as. (x)} converges - that is, lims N n Review of Power Series, Power Series Solutios A power series i x - a is a ifiite series of the form c (x a) =c +c (x a)+(x a) +... We also call this a power series cetered at a. Ex. (x+) is cetered at

More information

September 2012 C1 Note. C1 Notes (Edexcel) Copyright - For AS, A2 notes and IGCSE / GCSE worksheets 1

September 2012 C1 Note. C1 Notes (Edexcel) Copyright   - For AS, A2 notes and IGCSE / GCSE worksheets 1 September 0 s (Edecel) Copyright www.pgmaths.co.uk - For AS, A otes ad IGCSE / GCSE worksheets September 0 Copyright www.pgmaths.co.uk - For AS, A otes ad IGCSE / GCSE worksheets September 0 Copyright

More information

On Random Line Segments in the Unit Square

On Random Line Segments in the Unit Square O Radom Lie Segmets i the Uit Square Thomas A. Courtade Departmet of Electrical Egieerig Uiversity of Califoria Los Ageles, Califoria 90095 Email: tacourta@ee.ucla.edu I. INTRODUCTION Let Q = [0, 1] [0,

More information

MA131 - Analysis 1. Workbook 2 Sequences I

MA131 - Analysis 1. Workbook 2 Sequences I MA3 - Aalysis Workbook 2 Sequeces I Autum 203 Cotets 2 Sequeces I 2. Itroductio.............................. 2.2 Icreasig ad Decreasig Sequeces................ 2 2.3 Bouded Sequeces..........................

More information

TR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT

TR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT TR/46 OCTOBER 974 THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION by A. TALBOT .. Itroductio. A problem i approximatio theory o which I have recetly worked [] required for its solutio a proof that the

More information

Section 1.1. Calculus: Areas And Tangents. Difference Equations to Differential Equations

Section 1.1. Calculus: Areas And Tangents. Difference Equations to Differential Equations Differece Equatios to Differetial Equatios Sectio. Calculus: Areas Ad Tagets The study of calculus begis with questios about chage. What happes to the velocity of a swigig pedulum as its positio chages?

More information

Advanced Analysis. Min Yan Department of Mathematics Hong Kong University of Science and Technology

Advanced Analysis. Min Yan Department of Mathematics Hong Kong University of Science and Technology Advaced Aalysis Mi Ya Departmet of Mathematics Hog Kog Uiversity of Sciece ad Techology September 3, 009 Cotets Limit ad Cotiuity 7 Limit of Sequece 8 Defiitio 8 Property 3 3 Ifiity ad Ifiitesimal 8 4

More information

Informal Notes: Zeno Contours, Parametric Forms, & Integrals. John Gill March August S for a convex set S in the complex plane.

Informal Notes: Zeno Contours, Parametric Forms, & Integrals. John Gill March August S for a convex set S in the complex plane. Iformal Notes: Zeo Cotours Parametric Forms & Itegrals Joh Gill March August 3 Abstract: Elemetary classroom otes o Zeo cotours streamlies pathlies ad itegrals Defiitio: Zeo cotour[] Let gk ( z = z + ηk

More information

Math 508 Exam 2 Jerry L. Kazdan December 9, :00 10:20

Math 508 Exam 2 Jerry L. Kazdan December 9, :00 10:20 Math 58 Eam 2 Jerry L. Kazda December 9, 24 9: :2 Directios This eam has three parts. Part A has 8 True/False questio (2 poits each so total 6 poits), Part B has 5 shorter problems (6 poits each, so 3

More information

MATH301 Real Analysis (2008 Fall) Tutorial Note #7. k=1 f k (x) converges pointwise to S(x) on E if and

MATH301 Real Analysis (2008 Fall) Tutorial Note #7. k=1 f k (x) converges pointwise to S(x) on E if and MATH01 Real Aalysis (2008 Fall) Tutorial Note #7 Sequece ad Series of fuctio 1: Poitwise Covergece ad Uiform Covergece Part I: Poitwise Covergece Defiitio of poitwise covergece: A sequece of fuctios f

More information

Lecture 6: Integration and the Mean Value Theorem. slope =

Lecture 6: Integration and the Mean Value Theorem. slope = Math 8 Istructor: Padraic Bartlett Lecture 6: Itegratio ad the Mea Value Theorem Week 6 Caltech 202 The Mea Value Theorem The Mea Value Theorem abbreviated MVT is the followig result: Theorem. Suppose

More information

Subject: Differential Equations & Mathematical Modeling-III

Subject: Differential Equations & Mathematical Modeling-III Power Series Solutios of Differetial Equatios about Sigular poits Subject: Differetial Equatios & Mathematical Modelig-III Lesso: Power series solutios of differetial equatios about Sigular poits Lesso

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: Calculus of Oe Variable II Fall 2017 Textbook: Sigle Variable Calculus: Early Trascedetals, 7e, by James Stewart Uit 3 Skill Set Importat: Studets should expect test questios that require a

More information

Math 116 Second Exam

Math 116 Second Exam Math 6 Secod Exam November, 6 Name: Exam Solutios Istructor: Sectio:. Do ot ope this exam util you are told to do so.. This exam has 9 pages icludig this cover. There are 8 problems. Note that the problems

More information

(c) Write, but do not evaluate, an integral expression for the volume of the solid generated when R is

(c) Write, but do not evaluate, an integral expression for the volume of the solid generated when R is Calculus BC Fial Review Name: Revised 7 EXAM Date: Tuesday, May 9 Remiders:. Put ew batteries i your calculator. Make sure your calculator is i RADIAN mode.. Get a good ight s sleep. Eat breakfast. Brig:

More information

Singular Continuous Measures by Michael Pejic 5/14/10

Singular Continuous Measures by Michael Pejic 5/14/10 Sigular Cotiuous Measures by Michael Peic 5/4/0 Prelimiaries Give a set X, a σ-algebra o X is a collectio of subsets of X that cotais X ad ad is closed uder complemetatio ad coutable uios hece, coutable

More information

1. By using truth tables prove that, for all statements P and Q, the statement

1. By using truth tables prove that, for all statements P and Q, the statement Author: Satiago Salazar Problems I: Mathematical Statemets ad Proofs. By usig truth tables prove that, for all statemets P ad Q, the statemet P Q ad its cotrapositive ot Q (ot P) are equivalet. I example.2.3

More information

8. Applications To Linear Differential Equations

8. Applications To Linear Differential Equations 8. Applicatios To Liear Differetial Equatios 8.. Itroductio 8.. Review Of Results Cocerig Liear Differetial Equatios Of First Ad Secod Orders 8.3. Eercises 8.4. Liear Differetial Equatios Of Order N 8.5.

More information

The Boolean Ring of Intervals

The Boolean Ring of Intervals MATH 532 Lebesgue Measure Dr. Neal, WKU We ow shall apply the results obtaied about outer measure to the legth measure o the real lie. Throughout, our space X will be the set of real umbers R. Whe ecessary,

More information

Ma 530 Infinite Series I

Ma 530 Infinite Series I Ma 50 Ifiite Series I Please ote that i additio to the material below this lecture icorporated material from the Visual Calculus web site. The material o sequeces is at Visual Sequeces. (To use this li

More information

Enumerative & Asymptotic Combinatorics

Enumerative & Asymptotic Combinatorics C50 Eumerative & Asymptotic Combiatorics Stirlig ad Lagrage Sprig 2003 This sectio of the otes cotais proofs of Stirlig s formula ad the Lagrage Iversio Formula. Stirlig s formula Theorem 1 (Stirlig s

More information

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series Applied Mathematical Scieces, Vol. 7, 03, o. 6, 3-337 HIKARI Ltd, www.m-hikari.com http://d.doi.org/0.988/ams.03.3430 Compariso Study of Series Approimatio ad Covergece betwee Chebyshev ad Legedre Series

More information

f n (x) f m (x) < ɛ/3 for all x A. By continuity of f n and f m we can find δ > 0 such that d(x, x 0 ) < δ implies that

f n (x) f m (x) < ɛ/3 for all x A. By continuity of f n and f m we can find δ > 0 such that d(x, x 0 ) < δ implies that Lecture 15 We have see that a sequece of cotiuous fuctios which is uiformly coverget produces a limit fuctio which is also cotiuous. We shall stregthe this result ow. Theorem 1 Let f : X R or (C) be a

More information

7.1 Convergence of sequences of random variables

7.1 Convergence of sequences of random variables Chapter 7 Limit Theorems Throughout this sectio we will assume a probability space (, F, P), i which is defied a ifiite sequece of radom variables (X ) ad a radom variable X. The fact that for every ifiite

More information

18.01 Calculus Jason Starr Fall 2005

18.01 Calculus Jason Starr Fall 2005 Lecture 18. October 5, 005 Homework. Problem Set 5 Part I: (c). Practice Problems. Course Reader: 3G 1, 3G, 3G 4, 3G 5. 1. Approximatig Riema itegrals. Ofte, there is o simpler expressio for the atiderivative

More information

(I.D) THE PRIME NUMBER THEOREM

(I.D) THE PRIME NUMBER THEOREM (I.D) THE PRIME NUMBER THEOREM So far, i our discussio of the distributio of the primes, we have ot directly addressed the questio of how their desity i the atural umbers chages as oe keeps coutig. But

More information

An Analysis of a Certain Linear First Order. Partial Differential Equation + f ( x, by Means of Topology

An Analysis of a Certain Linear First Order. Partial Differential Equation + f ( x, by Means of Topology Iteratioal Mathematical Forum 2 2007 o. 66 3241-3267 A Aalysis of a Certai Liear First Order Partial Differetial Equatio + f ( x y) = 0 z x by Meas of Topology z y T. Oepomo Sciece Egieerig ad Mathematics

More information

10.1 Sequences. n term. We will deal a. a n or a n n. ( 1) n ( 1) n 1 2 ( 1) a =, 0 0,,,,, ln n. n an 2. n term.

10.1 Sequences. n term. We will deal a. a n or a n n. ( 1) n ( 1) n 1 2 ( 1) a =, 0 0,,,,, ln n. n an 2. n term. 0. Sequeces A sequece is a list of umbers writte i a defiite order: a, a,, a, a is called the first term, a is the secod term, ad i geeral eclusively with ifiite sequeces ad so each term Notatio: the sequece

More information

Math 5C Discussion Problems 2 Selected Solutions

Math 5C Discussion Problems 2 Selected Solutions Math 5 iscussio Problems 2 elected olutios Path Idepedece. Let be the striaght-lie path i 2 from the origi to (3, ). efie f(x, y) = xye xy. (a) Evaluate f dr. olutio. (b) Evaluate olutio. (c) Evaluate

More information

Calculus 2 Test File Spring Test #1

Calculus 2 Test File Spring Test #1 Calculus Test File Sprig 009 Test #.) Without usig your calculator, fid the eact area betwee the curves f() = - ad g() = +..) Without usig your calculator, fid the eact area betwee the curves f() = ad

More information

Chapter 8. Euler s Gamma function

Chapter 8. Euler s Gamma function Chapter 8 Euler s Gamma fuctio The Gamma fuctio plays a importat role i the fuctioal equatio for ζ(s) that we will derive i the ext chapter. I the preset chapter we have collected some properties of the

More information

7.) Consider the region bounded by y = x 2, y = x - 1, x = -1 and x = 1. Find the volume of the solid produced by revolving the region around x = 3.

7.) Consider the region bounded by y = x 2, y = x - 1, x = -1 and x = 1. Find the volume of the solid produced by revolving the region around x = 3. Calculus Eam File Fall 07 Test #.) Fid the eact area betwee the curves f() = 8 - ad g() = +. For # - 5, cosider the regio bouded by the curves y =, y = 3 + 4. Produce a solid by revolvig the regio aroud

More information