19 Fourier Series and Practical Harmonic Analysis

Size: px
Start display at page:

Download "19 Fourier Series and Practical Harmonic Analysis"

Transcription

1 9 Fourier Series ad Practica Harmoic Aaysis Eampe : Obtai the Fourier series of f ( ) e a i. a Soutio: Let f ( ) acos bsi sih a a a a a a e a a where a f ( ) d e d e e a a e a f ( ) cos d e cos d ( a cos si ) a a a ae cos ae cos a a a a cos e e a( ) sih a a a a a e b f ( ) si d e si d ( a si cos ) a a a a a ( ) e e e cos e cos a a ( ) a sih a Therefore sih sih ( ) a a a a sih a ( ) f ( ) e cos si a a a Eampe : Prove that ( ) 4 cos,. Hece show that 3 (i) (ii) 6 ( ) 8 (iii) (iv) Soutio: Let a f ( ) a cos bsi... () The by Euer s formuae,

2 a 3 d 3 3 si cos si a ( )cos d 3 cos cos 4( ) ( ) ( ) cos si cos b ( )si d 3 cos cos cos cos ( ) ( ) 3 3 Substitutig a, a ad b i equatio (), we get Put ( ) 4 cos... () 3 i this equatio ( ) ( ) 4 cos 4 ( ) 3 3 or (3) Put i equatio () ( ) 4 3 ( ) or (4) 3 4 Now addig the equatios (3) ad (4), we have or i.e ( ) 8

3 Now mutipy equatio () with 4 ( ) 3 throughout ad itegratig w.r.t. X from to, we get d d 4 cos d 5 3 ( ) si cos si ( ) ( ) Eampe 3: Obtai the Fourier series of i f ( ). a Soutio: Let f ( ) acos bsi... () The Euer s costats a, a ad b are give by 3 a ( ) d 3 3 si cos si a ( )cos d 3 cos cos 4( ) ( ) ( ) cos si cos b ( )si d 3 cos cos cos cos ( ) ( ) ( ) 3 3 Therefore the Fourier series for is f ( ) 3 ( ) ( ) f ( ) 4 cos si cos cos cos3 si si si

4 Puttig, we fid aother iterestig series Eampe 4: Epad f ( ) si as a Fourier series i the iterva (, ). a Soutio: Let f ( ) acos bsi si cos. si The a d a si cos d (cos si ) d si( ) si( ) d cos( ) cos( ) si( ) si( ). ( ) ( ) cos ( ) cos ( ), Whe, a si cos d si d cos si. 4 Fiay, b si si d (si si ) d cos( ) cos( ) d si( ) si( ) cos( ) cos( ). ( ) ( ) cos ( ) cos ( ), ( ) ( ) ( ) ( ) ( ) 4

5 Whe b d d d, si si si cos si cos. 4 Therefore, si si cos cos cos Eampe 5: Epad f ( ) cos, i a Fourier series. Hece evauate Soutio: We have f ( ) cos si, a Let f ( ) acos bsi The a 4 si d cos a si cos d cos si d si si d cos cos cos( ) cos( ) 4 4 b si si d si si d cos cos d 5

6 si si si( ) si( ) 4 Therefore, f ( ) cos cos (4 ) Puttig, we fid 4 cos (4 ) ie CONDITIONS FOR A FOURIER EXPANSION The reader must ot be mised by the beief that the Fourier series epasio of f( ) i each case sha be vaid. The above discussio has merey show that if f( ) has a epasio, the the coefficiets are give by Euer s formuae. The probems cocerig the possibiity of epressig a fuctio by Fourier series ad covergece of this series are may ad cumbersome. Such questios shoud be eft to the curiosity of a pure-mathematicia. However, amost a egieerig appicatios are covered by the foowig we-kow Dirichet s coditios: Ay fuctio f( ) ca be deveoped as a Fourier series where a, a, b are costats, provided: a f a b ( ) cos si (i) f( ) (ii) f( ) (iii) f( ) is periodic, sige vaued ad fiite; has fiite umber of discotiuities i ay oe period; has at the most a fiite umber of maima ad miima. FUNCTIONS HAVING PONT OF DISCONTINUITY I derivig the Euer s formuae for a, a, b it was assumed that f( ) was cotiuous. Istead a fuctio may have a fiite umber of poits of fiite discotiuity i.e. its graph may cosists of a fiite umber of differet curves give by differet equatios. Eve the such a fuctio is epressibe as a Fourier series. For istace, if i the iterva (, ), f( ) is defied by 6

7 ( ), c f( ) ( ), c i.e. c is the poit of discotiuity, the c a ( ) d ( ) d c c a ( )cos d ( )cos d c c b ( )si d ( )si d c At a poit of fiite discotiuity imit o the eft f( c ) ad the imit o right f( c ) c, there is a fiite jump i the graph of fuctio. Both the eist ad differet. At such a poit, Fourier series gives the vaue of f( ) as the arithmetic mea of these two imits, i.e. at c, f( ) f ( c ) f ( c ) Eampe 6: Fid the Fourier series epasio for f(), if, f( ),. Deduce that a Soutio: Let f ( ) acos bsi Fiay, 7... (i) The a ( ) d d si si cos a ( )cos d cos d ( ) a, a, a, a, a etc

8 cos cos si b ( )si d si d cos cos cos b 3, b, b, b, etc Hece substitutig the vaues of a s ad b s i (i), we get cos cos3 cos5 si 3si3 si 4 f ( ) si (ii) which is the required resut. Puttig = i (ii), we obtai f () (iii) Now f() is discotiuous at =. As a matter of fact f( ) ad f( ) f () f ( ) f ( ) Hece (iii) takes the form whece the resut I Eampe 7: A ateratig curret si, i, after passig through a rectifier, where I is the maimum curret ad period is. Epresss i as a Fourier series ad evauate Soutio: Let I si, a i acos bsi,... (i) Now, I I a Isi d d cos 8

9 I a I si cos d.cos d (si cos ) d I cos( ) cos( ) si( ) si( ) I d I I cos( ) cos( ) cos( ) cos( ) Whe is odd, -, + are eve; cos( ) cos( ) I Hece a Whe is eve, -, + are odd; cos( ) cos( ) Hece a I I, Now I b I si si d.si d (si si ) d I I si( ) si( ) cos( ) cos( ) d, Therefore equatio (i) becomes I si, I I i cos acos bsi, ( ) eve Now, we wi fid a ad b, I I a I si cos d.cos d (si cos ) d si d I cos cos 4 cos I I I b I si si d.si d si si d cos d 9

10 si si I I I I si, I I I i si, ( ) cos eve I I I cos m si m ( m) I I I cos cos 4 cos6 si Put = i this equatio f I I I cos cos 4 cos ( ) si Eampe 8: Fid the Fourier series of the fuctio f( ),, Soutio: 3 3 a d d 3 3 a cos d cos d si cos si 3 si cos si 3 cos cos Ad b si d si d

11 cos si cos 3 cos si cos 3 cos cos cos cos ( ) ( ) 4 ( ) ( ) Case: Whe =eve, b 8 4 Case: Whe =odd, b 3 Therefore, a f a b ( ) cos si f ( ) b si b si b si b si Probems: 4 4 si si si ,. Deveop f( ) i a Fourier series i the iterva (, ), if f( ).,,. Fid the Fourier series epasio for f( ). Deduce that, Fid the Fourier series of the fuctio defied i oe period by the reatios, f( ) ad deduce that ,

12 4. Fid the Fourier series of with period., f( ), which is assumed to be periodic A) EVEN FUNCTION: A fuctio f( ) is said to be eve (or symmetric) fuctio if, f ( ) f ( ) The graph of such a fuctio is symmetrica with respect to y-ais [ f( ) eists]. Here y-ais is a mirror for the refectio of the curve. B) ODD FUNCTION: A fuctio f( ) is said to be odd fuctio if, f ( ) f ( ) Eampe: Fid the Fourier series epasio of the periodic fuctio period. Here, fid the sum of the series f ( ), of Soutio: Give that f ( ), This is a eve fuctio. Therefore b 3 ( ) 3 3 a f d d a f ( )cos d cos d si cos si 3 si cos si 4 3 a Fourier series is f ( ) a cos a cos a3 cos

13 O puttig, we have cos cos cos3 cos or Eampe: Obtai a Fourier series epressio for 3 f ( ),. Soutio: Here f ( ) a ad a 3 is a odd fuctio. 3 b f ( )si d si d cos si cos si cos cos si si si Eampe: If f ( ) cos, epad f( ) as a Fourier series i the iterva,. Soutio: As f ( ) cos( ) cos f ( ), f ( ) cos is a eve fuctio. a f ( ) a cos where a cos d cos d cos d cos is-ve whe 4 si si ad 3

14 a cos cos d cos cos d cos cos d cos( ) cos( ) d cos( ) cos( ) d si ( ) si ( ) si ( ) si ( ) si ( ) si ( ) si ( ) si ( ) cos cos 4cos, I particuar, a cos d cos d Hece 4 cos cos cos Eampe: Obtai the Fourier series for f ( ) si i the iterva(, ). Soutio: Sice f ( ) si is a eve fuctio of, therefore b. a Let f ( ) si a cos si ( cos ).( si ) ( cos ) The a d a si cos d (cos si ) d si( ) si( ) d cos( ) cos( ) si( ) si( ). ( ) ( ) cos( ) cos( ), 4

15 cos( ) cos( ) Whe is odd,, - ad + are eve a Whe is eve, - ad + are odd a Whe, we have a si cos d (si cos ) d cos si si d. 4 cos cos cos3 cos 4 cos5 f ( ) si cos Puttig, we get Eampe: Fid the Fourier series of the fuctio f( ),, Soutio: Sice,, f ( ) f ( ),, Therefore, it is a odd fuctio ad hece a, a are zero ad b si d 5

16 cos si cos 3 cos cos 3 3 ( ) ( ) 4 ( ) ( ) ( ) ( ) ( ) si Therefore, f 3 Probems. Obtai the Fourier series for the fuctio f ( ) cos i the iterva (, ). si a si si si 3. Show that for (, ), si a a a 3 a 3. Fid the Fourier series of the fuctio Fid the Fourier series to represet the fuctio deduce that Fid the Fourier series for the fuctio 6. Fid the Fourier series for the fuctio 6, f( ). ad hece show that,, f ( ),., Fid a Fourier series for f ( ) from c to c. 8. Fid a Fourier series to represet for 9. Fid the Fourier series for the fuctio f ( ) k, f( ). Aso k,, f( ) ad deduce that, i the iterva (, )., f ( ) k,.,

17 Haf Rage Series: Sometimes it is required to epad a fuctio f( ) i the rage (, ) i Fourier series of period or more geeray i the rage (, ) i a Fourier series of period. If it is required to epad f( ) i the iterva (, ), the it is immateria what the fuctio may be outside the rage. We are free to choose it arbitrariy i the iterva (, ). If we eted the fuctio f( ) by refectig it i the y-ais so that f ( ) f ( ), the the eteded fuctio is eve for which b. The Fourier epasio of f( ) wi cotai oy cosie terms. If we eted the fuctio f( ) by refectig it i the origi so that f ( ) f ( ), the the eteded fuctio is odd for which a, a. The Fourier epasio of f( ) wi cotai oy sie terms. Hece a fuctio f( ) defied over the iterva is capabe of two distict haf-rage a series. The haf-rage cosie series is f ( ) a cos Where a f ( ) d; a ( )cos f d The haf-rage sie series is f ( ) b si, whereb f ( )si d. Cor:. If the rage is, the a (i) The haf rage cosie series is f ( ) a cos, where (ii) a f ( ) d; a ( )cos f d The haf-rage sie series is f ( ) b si, where b f ( )si d 7

18 Eampe: Epress f ( ) Soutio: Let us eted the fuctio f ( ) as a haf rage sie series i. i the iterva so that the ew fuctio is symmetrica about the origi ad, therefore, represets a odd fuctio i (, ). Hece the Fourier series for f( ) over the fu period (,) f ( ) b si wi cotai oy sie terms give by where b f ( )si d si d 4 4( ) cos si 4, 4, 4, 4, etc. 3 4 Thus b b b3 b4 Hece the Fourier sie series for f( ) over the haf rage is f( ) si si si si Eampe: Obtai the haf-rage sie series for f ( ) e i. Soutio: Let us eted the fuctio f ( ) e i the iterva so that the ew fuctio is symmetrica about the origi ad, therefore, represets a odd fuctio i (, ). Hece the Fourier series for f( ) over the fu period (, ) wi cotai oy sie terms give by f ( ) b si, where e b e si d (si cos ) e ( cos ) ( ) e( ) e( ) Hece e [ e( ) ] si e e e si si 3 si

19 Eampe: Obtai the haf-rage cosie series for k whe f( ) k( ) whe i. Deduce the sum of the series 3 5 a Soutio: Let f ( ) a cos The a f ( ) d k d k( ) d k k k k k k k a f ( )cos d k.cos d k( ). cos d k. si k. cos k( ). si k. cos k si k cos k cos k si k cos k k k k cos cos cos cos Whe is odd, cos ad cos a a a3 a5... k 8k cos cos ; Whe is eve, a k a4 cos cos 4 ; 4 9

20 k 6 8 k a cos3 cos 6 ad so o. 6 6 k 8k 6 f( ) cos cos cos () Puttig, f ( ) k 8k from (), we have Hece Probems:. a) Obtai cosie ad sie series for f ( ) i the iterva. Hece show that b) Prove that for, cos cos cos Fid the haf rage cosie series for the fuctio 3. Fid the haf rage cosie series for the fuctio Hece show that (i) (ii) (iii) Epress f ( ) as a haf rage (i) Sie series i (ii) Cosie series i. 5. Fid the Fourier sie ad cosie series of 6. Fid the haf rage sie series for the fuctio f ( ) i the rage. i the rage f ( ) ( ), f( ).,, t f () t t t..

21 7. Prove that for t, cos t cos 4t cos6t t( t) Fid the haf rage sie series for, f( ) 4. 3, 4 9. Let f ( ), whe ad f ( ) ( ), whe. Show that 4 ( ) ( ) f( ) si. Hece obtai the sum of the series ( ) si, for. If f( ) 4. Epad the fuctio i the series of sie. cos, for 4 Assimet-. Obtai a Fourier series to represet e a from = πto = π. Hece derive series for π sihπ.. Prove that = π cos + 4 ( ) 3 =, π < < π. Hece show that (i) = π 6 (ii) = π ( ) 8 (iii) = π (iv) = π If f = π i the rage to π, show that f = π 4. Prove that i the rage π < < π, cosha = a sih aπ π + cos =. a + ( ) = +a cos. 5. f = + for π < < π ad f = π for = ±π. Epad f()i Fourier series. Hece Show that + = π + 3 ( ) 4 cos = si ad = π 8.

22 Assimet- State givig reasos whether the foowig fuctios ca be epaded i Fourier series i the iterva π π.. cosec. si (/) m + 3. f =, π < π m m + m, m =,, 3.. Assimet-3. Fid the Fourier series to represet the fuctio f() give by Deduce that f = for π π for π π. A ateratig curret after passig through a rectifier has the form i = I Si for π for π π wherei is the maimum curret ad the period is π Epress ias a Fourier series ad evauate Draw the graph of the fuctio f =, π < <, < < π. Iff π + = f(), obtai Fourier series of f(). 4. Fid the Fourier series of the foowig fuctio: f =, π, π. 5. Fid a Fourier series for the fuctio defied by

23 f =, π < <, =, < < π Hece prove that = π 4. Assimet-4. Obtaied the Fourier series for f = π i.. (i) Fid the Fourier series to represet i the iterva (, a). (ii) Fid a Fourier series for f t = t whe t. 3. If f = i, show thatf = 4 3 = π cos π., 3 4. Fid the Fourier series for f = 6, A siusoida votage E si ωt is passed through a haf wave rectifier which cips the egative portio of the wave. Deveop the resutig periodic fuctio U t =, T < t E si ωt, t T ad T = π/ω, i a Fourier series. 6. Fid the Fourier series of the fuctio f = π, < <, = π, < < Hece show that π 4 = Assimet-5. Obtai the Fourier series epasio of f = i (, a). Hece show that π 6 = Show that for π < < π, sia = siaπ si si 3si 3 + π a a 3 a 3. Epad the fuctio f = si as a Fourier series i the iterva π π Deduce that = 4 π. 4. Prove that i the iterva π < < π, cos = si + ( ) si. 3 =

24 5. For a fuctio f()defied by f =, π < < π, obtai a Fourier series. Deduce that π 8 = Fid the Fourier series to represet the fuctio (i) f = si, π < < π. (ii) f = cos π i the iterva (-,). + for π 7. Give f = + for π. Is the fuctio eve or odd? Fid the Fourier series for f() ad deduce the vaue of Fid the Fourier series of the periodic fuctio k, π < < f = adf + π = f. Sketch the graph of f() ad the two k, < < π partia sums. (See fig..7). Deduce that = ( ) + = π A fuctio is defied as foows:f =, for π < <, for < < π Show that f = π 4 π cos + 3 cos3 + 5 cos5 ad deduce that = π =. ( ) 8 4

CHAPTER 4 FOURIER SERIES

CHAPTER 4 FOURIER SERIES CHAPTER 4 FOURIER SERIES CONTENTS PAGE 4. Periodic Fuctio 4. Eve ad Odd Fuctio 3 4.3 Fourier Series for Periodic Fuctio 9 4.4 Fourier Series for Haf Rage Epasios 4.5 Approimate Sum of the Ifiite Series

More information

radians A function f ( x ) is called periodic if it is defined for all real x and if there is some positive number P such that:

radians A function f ( x ) is called periodic if it is defined for all real x and if there is some positive number P such that: Fourier Series. Graph of y Asix ad y Acos x Amplitude A ; period 36 radias. Harmoics y y six is the first harmoic y y six is the th harmoics 3. Periodic fuctio A fuctio f ( x ) is called periodic if it

More information

Discrete Fourier Transform

Discrete Fourier Transform Discrete Fourier Trasform ) Purpose The purpose is to represet a determiistic or stochastic siga u( t ) as a fiite Fourier sum, whe observatios of u() t ( ) are give o a reguar grid, each affected by a

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

Topics in Fourier Analysis-I 1

Topics in Fourier Analysis-I 1 Topics i Fourier Aaysis-I 1 M.T.Nair Departmet of Mathematics, IIT Madras Cotets 1 Fourier Series 1.1 Motivatio through heat equatio.............................. 1. Fourier Series of -Periodic fuctios...........................

More information

CHAPTER 5: FOURIER SERIES PROPERTIES OF EVEN & ODD FUNCTION PLOT PERIODIC GRAPH

CHAPTER 5: FOURIER SERIES PROPERTIES OF EVEN & ODD FUNCTION PLOT PERIODIC GRAPH CHAPTER : FOURIER SERIES PROPERTIES OF EVEN & ODD FUNCTION POT PERIODIC GRAPH PROPERTIES OF EVEN AND ODD FUNCTION Fuctio is said to be a eve uctio i: Fuctio is said to be a odd uctio i: Fuctio is said

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

x x x Using a second Taylor polynomial with remainder, find the best constant C so that for x 0,

x x x Using a second Taylor polynomial with remainder, find the best constant C so that for x 0, Math Activity 9( Due with Fial Eam) Usig first ad secod Taylor polyomials with remaider, show that for, 8 Usig a secod Taylor polyomial with remaider, fid the best costat C so that for, C 9 The th Derivative

More information

CALCULUS BASIC SUMMER REVIEW

CALCULUS BASIC SUMMER REVIEW CALCULUS BASIC SUMMER REVIEW NAME rise y y y Slope of a o vertical lie: m ru Poit Slope Equatio: y y m( ) The slope is m ad a poit o your lie is, ). ( y Slope-Itercept Equatio: y m b slope= m y-itercept=

More information

Here are some solutions to the sample problems concerning series solution of differential equations with non-constant coefficients (Chapter 12).

Here are some solutions to the sample problems concerning series solution of differential equations with non-constant coefficients (Chapter 12). Lecture Appedi B: Some sampe probems from Boas Here are some soutios to the sampe probems cocerig series soutio of differetia equatios with o-costat coefficiets (Chapter ) : Soutio: We wat to cosider the

More information

Fourier Series and the Wave Equation

Fourier Series and the Wave Equation Fourier Series ad the Wave Equatio We start with the oe-dimesioal wave equatio u u =, x u(, t) = u(, t) =, ux (,) = f( x), u ( x,) = This represets a vibratig strig, where u is the displacemet of the strig

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

Chapter 10 Partial Differential Equations and Fourier Series

Chapter 10 Partial Differential Equations and Fourier Series Math-33 Chapter Partial Differetial Equatios November 6, 7 Chapter Partial Differetial Equatios ad Fourier Series Math-33 Chapter Partial Differetial Equatios November 6, 7. Boudary Value Problems for

More information

MATHEMATICS 9740 (HIGHER 2)

MATHEMATICS 9740 (HIGHER 2) VICTORIA JUNIOR COLLEGE PROMOTIONAL EXAMINATION MATHEMATICS 970 (HIGHER ) Frida 6 Sept 0 8am -am hours Additioal materials: Aswer Paper List of Formulae (MF5) READ THESE INSTRUCTIONS FIRST Write our ame

More information

Objective Mathematics

Objective Mathematics 6. If si () + cos () =, the is equal to :. If <

More information

+ {JEE Advace 03} Sept 0 Name: Batch (Day) Phoe No. IT IS NOT ENOUGH TO HAVE A GOOD MIND, THE MAIN THING IS TO USE IT WELL Marks: 00. If A (α, β) = (a) A( α, β) = A( α, β) (c) Adj (A ( α, β)) = Sol : We

More information

Ma 4121: Introduction to Lebesgue Integration Solutions to Homework Assignment 5

Ma 4121: Introduction to Lebesgue Integration Solutions to Homework Assignment 5 Ma 42: Itroductio to Lebesgue Itegratio Solutios to Homework Assigmet 5 Prof. Wickerhauser Due Thursday, April th, 23 Please retur your solutios to the istructor by the ed of class o the due date. You

More information

CALCULUS IN A NUTSHELL INTRODUCTION:

CALCULUS IN A NUTSHELL INTRODUCTION: CALCULUS IN A NUTSHELL INTRODUCTION: Studets are usually itroduced to basic calculus i twelfth grade i high school or the first year of college. The course is typically stretched out over oe year ad ivolves

More information

( a) ( ) 1 ( ) 2 ( ) ( ) 3 3 ( ) =!

( a) ( ) 1 ( ) 2 ( ) ( ) 3 3 ( ) =! .8,.9: Taylor ad Maclauri Series.8. Although we were able to fid power series represetatios for a limited group of fuctios i the previous sectio, it is ot immediately obvious whether ay give fuctio has

More information

Topic 5 [434 marks] (i) Find the range of values of n for which. (ii) Write down the value of x dx in terms of n, when it does exist.

Topic 5 [434 marks] (i) Find the range of values of n for which. (ii) Write down the value of x dx in terms of n, when it does exist. Topic 5 [44 marks] 1a (i) Fid the rage of values of for which eists 1 Write dow the value of i terms of 1, whe it does eist Fid the solutio to the differetial equatio 1b give that y = 1 whe = π (cos si

More information

2. Fourier Series, Fourier Integrals and Fourier Transforms

2. Fourier Series, Fourier Integrals and Fourier Transforms Mathematics IV -. Fourier Series, Fourier Itegrals ad Fourier Trasforms The Fourier series are used for the aalysis of the periodic pheomea, which ofte appear i physics ad egieerig. The Fourier itegrals

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

Strauss PDEs 2e: Section Exercise 4 Page 1 of 5. u tt = c 2 u xx ru t for 0 < x < l u = 0 at both ends u(x, 0) = φ(x) u t (x, 0) = ψ(x),

Strauss PDEs 2e: Section Exercise 4 Page 1 of 5. u tt = c 2 u xx ru t for 0 < x < l u = 0 at both ends u(x, 0) = φ(x) u t (x, 0) = ψ(x), Strauss PDEs e: Sectio 4.1 - Exercise 4 Page 1 of 5 Exercise 4 Cosider waves i a resistat medium that satisfy the probem u tt = c u xx ru t for < x < u = at both eds ux, ) = φx) u t x, ) = ψx), where r

More information

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 +

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + 62. Power series Defiitio 16. (Power series) Give a sequece {c }, the series c x = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + is called a power series i the variable x. The umbers c are called the coefficiets of

More information

The type of limit that is used to find TANGENTS and VELOCITIES gives rise to the central idea in DIFFERENTIAL CALCULUS, the DERIVATIVE.

The type of limit that is used to find TANGENTS and VELOCITIES gives rise to the central idea in DIFFERENTIAL CALCULUS, the DERIVATIVE. NOTES : LIMITS AND DERIVATIVES Name: Date: Period: Iitial: LESSON.1 THE TANGENT AND VELOCITY PROBLEMS Pre-Calculus Mathematics Limit Process Calculus The type of it that is used to fid TANGENTS ad VELOCITIES

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

Solutions to Final Exam Review Problems

Solutions to Final Exam Review Problems . Let f(x) 4+x. Solutios to Fial Exam Review Problems Math 5C, Witer 2007 (a) Fid the Maclauri series for f(x), ad compute its radius of covergece. Solutio. f(x) 4( ( x/4)) ( x/4) ( ) 4 4 + x. Sice the

More information

Bertrand s Postulate

Bertrand s Postulate Bertrad s Postulate Lola Thompso Ross Program July 3, 2009 Lola Thompso (Ross Program Bertrad s Postulate July 3, 2009 1 / 33 Bertrad s Postulate I ve said it oce ad I ll say it agai: There s always a

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

PANIMALAR ENGINEERING COLLEGE

PANIMALAR ENGINEERING COLLEGE PANIMALAR ENGINEERING COLLEGE DEPARTMENT OF ELECTRONICS & COMMUNICATION ENGG QUESTION BANK (7-8) II YEAR THIRD SEMESTER ECE INDEX PAGE S.NO SUBJECT CODE / NAME PAGE NO.. MA65- TRANSFORMS & PARTIAL DIFFERENTIAL

More information

Mathematics Extension 1

Mathematics Extension 1 016 Bored of Studies Trial Eamiatios Mathematics Etesio 1 3 rd ctober 016 Geeral Istructios Total Marks 70 Readig time 5 miutes Workig time hours Write usig black or blue pe Black pe is preferred Board-approved

More information

April 1980 TR/96. Extrapolation techniques for first order hyperbolic partial differential equations. E.H. Twizell

April 1980 TR/96. Extrapolation techniques for first order hyperbolic partial differential equations. E.H. Twizell TR/96 Apri 980 Extrapoatio techiques for first order hyperboic partia differetia equatios. E.H. Twize W96086 (0) 0. Abstract A uifor grid of step size h is superiposed o the space variabe x i the first

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

Engineering Analysis ( & ) Lec(7) CH 2 Higher Order Linear ODEs

Engineering Analysis ( & ) Lec(7) CH 2 Higher Order Linear ODEs Philadelphia Uiversit/Facult of Egieerig Commuicatio ad Electroics Egieerig Egieerig Aalsis (6500 & 6300) Higher Order Liear ODEs Istructor: Eg. Nada khatib Email: khatib@philadelphia.edu.jo Higher order

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

ENGI Series Page 6-01

ENGI Series Page 6-01 ENGI 3425 6 Series Page 6-01 6. Series Cotets: 6.01 Sequeces; geeral term, limits, covergece 6.02 Series; summatio otatio, covergece, divergece test 6.03 Stadard Series; telescopig series, geometric series,

More information

[ 11 ] z of degree 2 as both degree 2 each. The degree of a polynomial in n variables is the maximum of the degrees of its terms.

[ 11 ] z of degree 2 as both degree 2 each. The degree of a polynomial in n variables is the maximum of the degrees of its terms. [ 11 ] 1 1.1 Polyomial Fuctios 1 Algebra Ay fuctio f ( x) ax a1x... a1x a0 is a polyomial fuctio if ai ( i 0,1,,,..., ) is a costat which belogs to the set of real umbers ad the idices,, 1,...,1 are atural

More information

TECHNIQUES OF INTEGRATION

TECHNIQUES OF INTEGRATION 7 TECHNIQUES OF INTEGRATION Simpso s Rule estimates itegrals b approimatig graphs with parabolas. Because of the Fudametal Theorem of Calculus, we ca itegrate a fuctio if we kow a atiderivative, that is,

More information

Discrete Fourier Transform

Discrete Fourier Transform Discrete Fourier Trasform 3) Compex Case et s distiguish the three cases + J + > + J + + J + < (35) Ad et s begi treatig the isodetermied case + J +, addig at first the hypothesis that J,. I this case

More information

Linear Differential Equations of Higher Order Basic Theory: Initial-Value Problems d y d y dy

Linear Differential Equations of Higher Order Basic Theory: Initial-Value Problems d y d y dy Liear Differetial Equatios of Higher Order Basic Theory: Iitial-Value Problems d y d y dy Solve: a( ) + a ( )... a ( ) a0( ) y g( ) + + + = d d d ( ) Subject to: y( 0) = y0, y ( 0) = y,..., y ( 0) = y

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

EDEXCEL STUDENT CONFERENCE 2006 A2 MATHEMATICS STUDENT NOTES

EDEXCEL STUDENT CONFERENCE 2006 A2 MATHEMATICS STUDENT NOTES EDEXCEL STUDENT CONFERENCE 006 A MATHEMATICS STUDENT NOTES South: Thursday 3rd March 006, Lodo EXAMINATION HINTS Before the eamiatio Obtai a copy of the formulae book ad use it! Write a list of ad LEARN

More information

For use only in Badminton School November 2011 C2 Note. C2 Notes (Edexcel)

For use only in Badminton School November 2011 C2 Note. C2 Notes (Edexcel) For use oly i Badmito School November 0 C Note C Notes (Edecel) Copyright www.pgmaths.co.uk - For AS, A otes ad IGCSE / GCSE worksheets For use oly i Badmito School November 0 C Note Copyright www.pgmaths.co.uk

More information

Alternative Orthogonal Polynomials. Vladimir Chelyshkov

Alternative Orthogonal Polynomials. Vladimir Chelyshkov Aterative Orthogoa oyomias Vadimir Cheyshov Istitute of Hydromechaics of the NAS Uraie Georgia Souther Uiversity USA Abstract. The doube-directio orthogoaizatio agorithm is appied to costruct sequeces

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

De Moivre s Theorem - ALL

De Moivre s Theorem - ALL De Moivre s Theorem - ALL. Let x ad y be real umbers, ad be oe of the complex solutios of the equatio =. Evaluate: (a) + + ; (b) ( x + y)( x + y). [6]. (a) Sice is a complex umber which satisfies = 0,.

More information

Topic 1 2: Sequences and Series. A sequence is an ordered list of numbers, e.g. 1, 2, 4, 8, 16, or

Topic 1 2: Sequences and Series. A sequence is an ordered list of numbers, e.g. 1, 2, 4, 8, 16, or Topic : Sequeces ad Series A sequece is a ordered list of umbers, e.g.,,, 8, 6, or,,,.... A series is a sum of the terms of a sequece, e.g. + + + 8 + 6 + or... Sigma Notatio b The otatio f ( k) is shorthad

More information

Complex Numbers Solutions

Complex Numbers Solutions Complex Numbers Solutios Joseph Zoller February 7, 06 Solutios. (009 AIME I Problem ) There is a complex umber with imagiary part 64 ad a positive iteger such that Fid. [Solutio: 697] 4i + + 4i. 4i 4i

More information

x c the remainder is Pc ().

x c the remainder is Pc (). Algebra, Polyomial ad Ratioal Fuctios Page 1 K.Paulk Notes Chapter 3, Sectio 3.1 to 3.4 Summary Sectio Theorem Notes 3.1 Zeros of a Fuctio Set the fuctio to zero ad solve for x. The fuctio is zero at these

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

Notes on iteration and Newton s method. Iteration

Notes on iteration and Newton s method. Iteration Notes o iteratio ad Newto s method Iteratio Iteratio meas doig somethig over ad over. I our cotet, a iteratio is a sequece of umbers, vectors, fuctios, etc. geerated by a iteratio rule of the type 1 f

More information

Sequences I. Chapter Introduction

Sequences I. Chapter Introduction Chapter 2 Sequeces I 2. Itroductio A sequece is a list of umbers i a defiite order so that we kow which umber is i the first place, which umber is i the secod place ad, for ay atural umber, we kow which

More information

3sin A 1 2sin B. 3π x is a solution. 1. If A and B are acute positive angles satisfying the equation 3sin A 2sin B 1 and 3sin 2A 2sin 2B 0, then A 2B

3sin A 1 2sin B. 3π x is a solution. 1. If A and B are acute positive angles satisfying the equation 3sin A 2sin B 1 and 3sin 2A 2sin 2B 0, then A 2B 1. If A ad B are acute positive agles satisfyig the equatio 3si A si B 1 ad 3si A si B 0, the A B (a) (b) (c) (d) 6. 3 si A + si B = 1 3si A 1 si B 3 si A = cosb Also 3 si A si B = 0 si B = 3 si A Now,

More information

SEQUENCE AND SERIES NCERT

SEQUENCE AND SERIES NCERT 9. Overview By a sequece, we mea a arragemet of umbers i a defiite order accordig to some rule. We deote the terms of a sequece by a, a,..., etc., the subscript deotes the positio of the term. I view of

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

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

: Transforms and Partial Differential Equations

: Transforms and Partial Differential Equations Trasforms ad Partial Differetial Equatios 018 SUBJECT NAME : Trasforms ad Partial Differetial Equatios SUBJECT CODE : MA 6351 MATERIAL NAME : Part A questios REGULATION : R013 WEBSITE : wwwharigaeshcom

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

Lecture Chapter 6: Convergence of Random Sequences

Lecture Chapter 6: Convergence of Random Sequences ECE5: Aalysis of Radom Sigals Fall 6 Lecture Chapter 6: Covergece of Radom Sequeces Dr Salim El Rouayheb Scribe: Abhay Ashutosh Doel, Qibo Zhag, Peiwe Tia, Pegzhe Wag, Lu Liu Radom sequece Defiitio A ifiite

More information

Power Series: A power series about the center, x = 0, is a function of x of the form

Power Series: A power series about the center, x = 0, is a function of x of the form You are familiar with polyomial fuctios, polyomial that has ifiitely may terms. 2 p ( ) a0 a a 2 a. A power series is just a Power Series: A power series about the ceter, = 0, is a fuctio of of the form

More information

MAT136H1F - Calculus I (B) Long Quiz 1. T0101 (M3) Time: 20 minutes. The quiz consists of four questions. Each question is worth 2 points. Good Luck!

MAT136H1F - Calculus I (B) Long Quiz 1. T0101 (M3) Time: 20 minutes. The quiz consists of four questions. Each question is worth 2 points. Good Luck! MAT36HF - Calculus I (B) Log Quiz. T (M3) Time: 2 miutes Last Name: Studet ID: First Name: Please mark your tutorial sectio: T (M3) T2 (R4) T3 (T4) T5 (T5) T52 (R5) The quiz cosists of four questios. Each

More information

Mathematics 116 HWK 21 Solutions 8.2 p580

Mathematics 116 HWK 21 Solutions 8.2 p580 Mathematics 6 HWK Solutios 8. p580 A abbreviatio: iff is a abbreviatio for if ad oly if. Geometric Series: Several of these problems use what we worked out i class cocerig the geometric series, which I

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

You may work in pairs or purely individually for this assignment.

You may work in pairs or purely individually for this assignment. CS 04 Problem Solvig i Computer Sciece OOC Assigmet 6: Recurreces You may work i pairs or purely idividually for this assigmet. Prepare your aswers to the followig questios i a plai ASCII text file or

More information

U8L1: Sec Equations of Lines in R 2

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

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

Engineering Mathematics (21)

Engineering Mathematics (21) Egieerig Mathematics () Zhag, Xiyu Departmet of Computer Sciece ad Egieerig, Ewha Womas Uiversity, Seoul, Korea zhagy@ewha.ac.kr Fourier Series Sectios.-3 (8 th Editio) Sectios.- (9 th Editio) Fourier

More information

FINALTERM EXAMINATION Fall 9 Calculus & Aalytical Geometry-I Questio No: ( Mars: ) - Please choose oe Let f ( x) is a fuctio such that as x approaches a real umber a, either from left or right-had-side,

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

TEMASEK JUNIOR COLLEGE, SINGAPORE JC One Promotion Examination 2014 Higher 2

TEMASEK JUNIOR COLLEGE, SINGAPORE JC One Promotion Examination 2014 Higher 2 TEMASEK JUNIOR COLLEGE, SINGAPORE JC Oe Promotio Eamiatio 04 Higher MATHEMATICS 9740 9 Septemer 04 Additioal Materials: Aswer paper 3 hours List of Formulae (MF5) READ THESE INSTRUCTIONS FIRST Write your

More information

AP CALCULUS AB 2003 SCORING GUIDELINES (Form B)

AP CALCULUS AB 2003 SCORING GUIDELINES (Form B) SCORING GUIDELINES (Form B) Questio 5 Let f be a fuctio defied o the closed iterval [,7]. The graph of f, cosistig of four lie segmets, is show above. Let g be the fuctio give by g ftdt. (a) Fid g (, )

More information

Apply change-of-basis formula to rewrite x as a linear combination of eigenvectors v j.

Apply change-of-basis formula to rewrite x as a linear combination of eigenvectors v j. Eigevalue-Eigevector Istructor: Nam Su Wag eigemcd Ay vector i real Euclidea space of dimesio ca be uiquely epressed as a liear combiatio of liearly idepedet vectors (ie, basis) g j, j,,, α g α g α g α

More information

Question 1: The magnetic case

Question 1: The magnetic case September 6, 018 Corell Uiversity, Departmet of Physics PHYS 337, Advace E&M, HW # 4, due: 9/19/018, 11:15 AM Questio 1: The magetic case I class, we skipped over some details, so here you are asked to

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

MATHEMATICS. 61. The differential equation representing the family of curves where c is a positive parameter, is of

MATHEMATICS. 61. The differential equation representing the family of curves where c is a positive parameter, is of MATHEMATICS 6 The differetial equatio represetig the family of curves where c is a positive parameter, is of Order Order Degree (d) Degree (a,c) Give curve is y c ( c) Differetiate wrt, y c c y Hece differetial

More information

CSIR NET - MATHEMATICAL SCIENCE

CSIR NET - MATHEMATICAL SCIENCE CSIR NET - MATHEMATICAL SCIENCE SAMPLE THEORY SEQUENCES, SERIES AND LIMIT POINTS OF SEQUENCES SEQUENCES LIMITS : INFERIOR & SUPERIOR ALGEBRA OF SEQUENCES SEQUENCE TESTS FOURIER SERIES SOME PROBLEMS For

More information

EE / EEE SAMPLE STUDY MATERIAL. GATE, IES & PSUs Signal System. Electrical Engineering. Postal Correspondence Course

EE / EEE SAMPLE STUDY MATERIAL. GATE, IES & PSUs Signal System. Electrical Engineering. Postal Correspondence Course Sigal-EE Postal Correspodece Course 1 SAMPLE STUDY MATERIAL Electrical Egieerig EE / EEE Postal Correspodece Course GATE, IES & PSUs Sigal System Sigal-EE Postal Correspodece Course CONTENTS 1. SIGNAL

More information

ds xˆ h dx xˆ h dx xˆ h dx.

ds xˆ h dx xˆ h dx xˆ h dx. Lecture : Legedre Poyomias I (See Chapter i Boas) I the previous ectures we have focused o the (commo) case of d differetia equatios with costat coefficiets However, secod order differetia equatios with

More information

(Figure 2.9), we observe x. and we write. (b) as x, x 1. and we write. We say that the line y 0 is a horizontal asymptote of the graph of f.

(Figure 2.9), we observe x. and we write. (b) as x, x 1. and we write. We say that the line y 0 is a horizontal asymptote of the graph of f. The symbol for ifiity ( ) does ot represet a real umber. We use to describe the behavior of a fuctio whe the values i its domai or rage outgrow all fiite bouds. For eample, whe we say the limit of f as

More information

Quadratic Functions. Before we start looking at polynomials, we should know some common terminology.

Quadratic Functions. Before we start looking at polynomials, we should know some common terminology. Quadratic Fuctios I this sectio we begi the study of fuctios defied by polyomial expressios. Polyomial ad ratioal fuctios are the most commo fuctios used to model data, ad are used extesively i mathematical

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

Name of the Student:

Name of the Student: SUBJECT NAME : Trasforms ad Partial Diff Eq SUBJECT CODE : MA MATERIAL NAME : Problem Material MATERIAL CODE : JM8AM6 REGULATION : R8 UPDATED ON : April-May 4 (Sca the above QR code for the direct dowload

More information

HKDSE Exam Questions Distribution

HKDSE Exam Questions Distribution HKDSE Eam Questios Distributio Sample Paper Practice Paper DSE 0 Topics A B A B A B. Biomial Theorem. Mathematical Iductio 0 3 3 3. More about Trigoometric Fuctios, 0, 3 0 3. Limits 6. Differetiatio 7

More information

Math 234 Test 1, Tuesday 27 September 2005, 4 pages, 30 points, 75 minutes.

Math 234 Test 1, Tuesday 27 September 2005, 4 pages, 30 points, 75 minutes. Math 34 Test 1, Tuesday 7 September 5, 4 pages, 3 poits, 75 miutes. The high score was 9 poits out of 3, achieved by two studets. The class average is 3.5 poits out of 3, or 77.5%, which ordiarily would

More information

A.1 Algebra Review: Polynomials/Rationals. Definitions:

A.1 Algebra Review: Polynomials/Rationals. Definitions: MATH 040 Notes: Uit 0 Page 1 A.1 Algera Review: Polyomials/Ratioals Defiitios: A polyomial is a sum of polyomial terms. Polyomial terms are epressios formed y products of costats ad variales with whole

More information

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

ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER / Statistics ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER 1 018/019 DR. ANTHONY BROWN 8. Statistics 8.1. Measures of Cetre: Mea, Media ad Mode. If we have a series of umbers the

More information

Lecture 7: Polar representation of complex numbers

Lecture 7: Polar representation of complex numbers Lecture 7: Polar represetatio of comple umbers See FLAP Module M3.1 Sectio.7 ad M3. Sectios 1 ad. 7.1 The Argad diagram I two dimesioal Cartesia coordiates (,), we are used to plottig the fuctio ( ) with

More information

Orthogonal Functions

Orthogonal Functions Royal Holloway Uiversity of odo Departet of Physics Orthogoal Fuctios Motivatio Aalogy with vectors You are probably failiar with the cocept of orthogoality fro vectors; two vectors are orthogoal whe they

More information

TEACHING THE IDEAS BEHIND POWER SERIES. Advanced Placement Specialty Conference. LIN McMULLIN. Presented by

TEACHING THE IDEAS BEHIND POWER SERIES. Advanced Placement Specialty Conference. LIN McMULLIN. Presented by Advaced Placemet Specialty Coferece TEACHING THE IDEAS BEHIND POWER SERIES Preseted by LIN McMULLIN Sequeces ad Series i Precalculus Power Series Itervals of Covergece & Covergece Tests Error Bouds Geometric

More information

Z ß cos x + si x R du We start with the substitutio u = si(x), so du = cos(x). The itegral becomes but +u we should chage the limits to go with the ew

Z ß cos x + si x R du We start with the substitutio u = si(x), so du = cos(x). The itegral becomes but +u we should chage the limits to go with the ew Problem ( poits) Evaluate the itegrals Z p x 9 x We ca draw a right triagle labeled this way x p x 9 From this we ca read off x = sec, so = sec ta, ad p x 9 = R ta. Puttig those pieces ito the itegralrwe

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

Topic 9 - Taylor and MacLaurin Series

Topic 9 - Taylor and MacLaurin Series Topic 9 - Taylor ad MacLauri Series A. Taylors Theorem. The use o power series is very commo i uctioal aalysis i act may useul ad commoly used uctios ca be writte as a power series ad this remarkable result

More information

Subject: Differential Equations & Mathematical Modeling -III. Lesson: Power series solutions of Differential Equations. about ordinary points

Subject: Differential Equations & Mathematical Modeling -III. Lesson: Power series solutions of Differential Equations. about ordinary points Power series solutio of Differetial equatios about ordiary poits Subject: Differetial Equatios & Mathematical Modelig -III Lesso: Power series solutios of Differetial Equatios about ordiary poits Lesso

More information

Polynomial Functions and Their Graphs

Polynomial Functions and Their Graphs Polyomial Fuctios ad Their Graphs I this sectio we begi the study of fuctios defied by polyomial expressios. Polyomial ad ratioal fuctios are the most commo fuctios used to model data, ad are used extesively

More information

MAT1026 Calculus II Basic Convergence Tests for Series

MAT1026 Calculus II Basic Convergence Tests for Series MAT026 Calculus II Basic Covergece Tests for Series Egi MERMUT 202.03.08 Dokuz Eylül Uiversity Faculty of Sciece Departmet of Mathematics İzmir/TURKEY Cotets Mootoe Covergece Theorem 2 2 Series of Real

More information

Calculus. Ramanasri. Previous year Questions from 2016 to

Calculus. Ramanasri. Previous year Questions from 2016 to ++++++++++ Calculus Previous ear Questios from 6 to 99 Ramaasri 7 S H O P NO- 4, S T F L O O R, N E A R R A P I D F L O U R M I L L S, O L D R A J E N D E R N A G A R, N E W D E L H I. W E B S I T E :

More information

f t dt. Write the third-degree Taylor polynomial for G

f t dt. Write the third-degree Taylor polynomial for G AP Calculus BC Homework - Chapter 8B Taylor, Maclauri, ad Power Series # Taylor & Maclauri Polyomials Critical Thikig Joural: (CTJ: 5 pts.) Discuss the followig questios i a paragraph: What does it mea

More information

Signal Processing in Mechatronics. Lecture 3, Convolution, Fourier Series and Fourier Transform

Signal Processing in Mechatronics. Lecture 3, Convolution, Fourier Series and Fourier Transform Sigal Processig i Mechatroics Summer semester, 1 Lecture 3, Covolutio, Fourier Series ad Fourier rasform Dr. Zhu K.P. AIS, UM 1 1. Covolutio Covolutio Descriptio of LI Systems he mai premise is that the

More information

Summary: CORRELATION & LINEAR REGRESSION. GC. Students are advised to refer to lecture notes for the GC operations to obtain scatter diagram.

Summary: CORRELATION & LINEAR REGRESSION. GC. Students are advised to refer to lecture notes for the GC operations to obtain scatter diagram. Key Cocepts: 1) Sketchig of scatter diagram The scatter diagram of bivariate (i.e. cotaiig two variables) data ca be easily obtaied usig GC. Studets are advised to refer to lecture otes for the GC operatios

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