Introduction to ODE's (0P) Young Won Lim 12/27/14

Size: px
Start display at page:

Download "Introduction to ODE's (0P) Young Won Lim 12/27/14"

Transcription

1 Introuction to ODE's (0P)

2 Copyright (c) Young W. Lim. Permission is grante to copy, istribute an/or moify this ocument uner the terms of the GNU Free Documentation License, Version 1.2 or any later version publishe by the Free Software Founation; with no Invariant Sections, no Front-Cover Texts, an no Back-Cover Texts. A copy of the license is inclue in the section entitle "GNU Free Documentation License". Please sen corrections (or suggestions) to youngwlim@hotmail.com. This ocument was prouce by using OpenOffice an Octave.

3 Derivative an Integral of Trigonometric Functions Intro to ODEs (0P) 3

4 Differentiation & Integration of sinusoial functions x f x = cos x leas f x = sin x x f x = sin x leas f x = cos x f x x = cos x C lags f x = sin x f x x = sin x C lags f x = cos x Intro to ODEs (0P) 4

5 Derivative of sin(x) f (x) = sin(x) slope leas x f (x) = cos(x) Intro to ODEs (0P) 5

6 Plot of F(x,y)=cos(x) f (x) = sin( x) slope F (x, y) slope=+1 F (x, f (x )) = f '( x) (x i, y i ) f '(x i ) f ' (x) = cos( x) Intro to ODEs (0P) 6

7 Plot of F(x,y)=cos(x) (x, y) = (x, f ( x)) = ( x,sin( x)) x y f (x) = sin( x) slope (x, y) f (x) = sin( x) slope m (x, y) m = slope of a tangent f ' (x) F (x, y) = f ' ( x) F (x, sin(x)) = cos(x) Intro to ODEs (0P) 7

8 Derivative of cos(x) f x = cos x slope leas x f x = sin x Intro to ODEs (0P) 8

9 Plot of F(x,y)=-sin(x) f (x ) = cos( x) slope F (x, y) slope=+1 F (x, f (x )) = f '( x) (x i, y i ) f '(x i ) f ' (x) = sin( x) Intro to ODEs (0P) 9

10 Integral of sin(x) f x = sin x 0 / 2 sin t t = 1 C = 1 0 x sin (t) t area + 0 C = area - 1 f x x = cos x C lags 0 x sin (t) t 1 = cos x Intro to ODEs (0P) 10

11 Integral of cos(x) f x = cos x 0 / 2 cos x x = area lags 0 x cos t t = + sin(x) f x x = sin x C Intro to ODEs (0P) 11

12 Derivative an Integral of Exponential Functions Intro to ODEs (0P) 12

13 The Euler constant e x ax = lim h 0 a x h a x h = a x lim h 0 a h 1 h a x such a, we call e lim h 0 a h 1 h a h a 0 = 1 lim f ' 0 = 1 h 0 h 0 = 1 x ex = e x e = f x = e x f ' x = e x f ' ' x = e x Intro to ODEs (0P) 13

14 The Euler constant e x ex = e x e = f x = e x f ' x = e x f ' ' x = e x lim h 0 a h 1 h f ' 0 = 1 = 1 iif a = e lim h 0 a h a 0 h 0 = 1 Functions f(x) = a x are shown for several values of a. e is the unique value of a, such that the erivative of f(x) = a x at the point x = 0 is equal to 1. The blue curve illustrates this case, ex. For comparison, functions 2 x (otte curve) an 4 x (ashe curve) are shown; they are not tangent to the line of slope 1 an y-intercept 1 (re). Intro to ODEs (0P) 14

15 The Derivative of a x a x = e ln ax = e x ln a x {ax } = x {e x ln a } = {e x ln a } x x {ax } = {a x } ln a {x ln a} x {ex } = {e x } ln e = {e x } Intro to ODEs (0P) 15

16 Differentiation an Integration (1) f (x) f ' (x)x = f ' (x) + c 1 x x f ' (x) f ' (x) e x e x + c x x e x e x Intro to ODEs (0P) 16

17 Differentiation an Integration (2) x f (x) f ' (x) f ' ' (x) x f '(x)x x f ' ' (x)x x f (3) (x)x = f (x) + c 1 = f '(x) + c 2 = f ' ' (x) + c 3 x x e x e x e x e x + c 1 x + c 2 x e x + c 1 x e x Intro to ODEs (0P) 17

18 Differentiation an Integration (3) f (x) f (x) x x f ' (x) F (x) + c x x f (x) + c f (x) e x e x x x e x e x + c x x e x + c e x Intro to ODEs (0P) 18

19 Chain Rule Intro to ODEs (0P) 19

20 Chain Rule f (g(x)) x f ' (g(x)) g' (x) f x = f g g x f g = f ' (g( x)) g x = g ' (x) f (g(x)) x f ' (g(x)) g' (x) with respect to with respect to x e P(x )x x e P(x )x x ( P(x)x ) = e P(x)x P(x) e g x e g g x f g g x Intro to ODEs (0P) 20

21 Substitution Rule Intro to ODEs (0P) 21

22 Substitution Rule f (g(x)) + C x f ' (g(x)) g' (x) f (g(x)) + C = f ' (g(x)) g'(x)x f (u) + C = f ' (u) u f '(g(x)) g ' (x) x = f '(g (x)) g x x = f '(u)u = f (u) + C u=g(x) u = g x x Intro to ODEs (0P) 22

23 Chain Rule an Substitution Rule Examples Intro to ODEs (0P) 23

24 Chain Rule an Substitution Rule f (g(x)) f x x = f ' (g(x)) g' (x) f g g x f (g(x)) + C x f ' (g(x)) g' (x) f (g(x)) + C = f ' (g(x)) g'(x)x Intro to ODEs (0P) 24

25 Substitution Rule Examples (1) f (g(x)) + C x f ' (g(x)) g' (x) f (g(x)) + C = f ' (g(x)) g'(x)x Ex 1: Ex 2: e 3 x x e g( x) g( x) g'(x) x = e g(x) = 3 x g'(x) = 3 e 2 y y e h ( y) h( y) h ' ( y) y = e h( y) = 2 y h'( y) = 2 e 3 x x = 1 3 e 3 x 3 x e 3 x x = 1 3 e3 x e 2 y y = 1 2 e 2 y 2 y e 2 y y = 1 2 e2 y Intro to ODEs (0P) 25

26 Substitution Rule Examples (2) f (g(x)) + C x f ' (g(x)) g'(x) f (g(x)) + C = f ' (g(x)) g'(x)x Ex 3: x (x 2 9) x = x(x 2 9) 1 x Ex 4: p( y) y x = g(x) y = Φ(x) = 1 2 (x 2 9) 1 2 x x p(φ(x))φ' (x) = g(x) = 1 2 (x 2 9) 1 { x (x2 9) } x = 1 u 1 u = 1 ln u = ln u 1/2 2 2 = ln(x 2 9) 1/2 = ln x 2 9 p(φ(x))φ' (x)x = g(x)x p( y)y = g(x)x y = Φ' (x)x for (x 2 >9) Intro to ODEs (0P) 26

27 Substitution Rule Examples (3) f (g(x)) + C x f ' (g(x)) g'(x) f (g(x)) + C = f ' (g(x)) g'(x)x Ex 5: x (x 1) 2 x = (x 1)+1 (x 1) 2 = u+1 u 2 u { x (x 1) } x = 1 u + 1 u 2 u = ln u 1 u + C Intro to ODEs (0P) 27

28 Derivative Prouct an Quotient Rule Intro to ODEs (0P) 28

29 Derivative Prouct an Quotient Rule f g x x (f g) = f ' g + f g' f x g + f g x f (x), g(x) f g x f ' g f g' g 2 f (x), g(x) ( f ) = ( f x g x g f g ) x / g2 Intro to ODEs (0P) 29

30 Integration By Parts Intro to ODEs (0P) 30

31 Integration by parts (1) f (x)g(x) x f ' (x)g(x) + f ( x) g' (x) x (f g) = f x g + f g x f (x)g(x) x f ' (x)g(x) + f ( x) g' (x) f g = f ' g x + f g ' x f (x)g ' (x) x = f (x)g(x) f ' (x)g(x) x Intro to ODEs (0P) 31

32 Integration by parts (2) f (x)g ' (x) x = f (x)g(x) f ' (x)g(x) x x e x x = x e x e x x = x e x e x + c 1 = ( x 1)e x + c 1 x 2 e x x = x 2 e x 2 xe x x = x 2 e x 2 x e x + 2e x + c 2 = ( x 2 2 x + 2) e x + c 2 x 3 e x x = x 3 e x 3 x 2 e x x = x 3 e x 3 x 2 e x + 6 x e x 6 e x + c 3 = ( x 3 3 x x 6)e x + c 3 x e x x x 2 e x x x 3 e x x = ( x 1)e x + c 1 e x x = { x ex }x = e x + c = ( x 2 2 x + 2) e x x + c 2 x e 2 /2 x = { /2 }x = e x2 /2 + c x ex2 = ( x 3 3 x x 6)e x + c 3 x 2 e x 3 /3 x = { /3 }x = e x3 /3 + c x ex3 Intro to ODEs (0P) 32

33 Derivative of Inverse Functions Intro to ODEs (0P) 33

34 Derivatives of Inverse Functions b b a a a b a y = f (x) b y = f 1 (x) = g(x) b (a, b) = (a, f (a)) a (b, a) = (b, f 1 (b)) = (b,g(b)) a b m 1 = f ' (a) m 2 = g '(b) m 1 m 2 = f '(a)g'(b) = 1 g '(b) = 1 f '(a) g '(b) = 1 f '(g(b)) g(b) = a Intro to ODEs (0P) 34

35 Derivatives of Inverse Functions m 1 m 2 = f '(a)g'(b) = 1 g '(b) = 1 f '(a) g '(b) = 1 f '(g(b)) To fin g'(x) (1) fin f'(x) (2) fin 1 / f'(x) (3) substitute x with g(x) g(b) = a g'(x) = 1 f ' (g(x)) x ln x 1 x x ex e x (e x )' e x 1 (ln x)' = 1 x 1 1/ x = x e x 1 e ln x = 1 x e x Intro to ODEs (0P) 35

36 Derivative of ln x f (x) = e x y = ln x g(x) = ln x g '(x) = 1 f ' (g(x)) e y = x x ln x 1 x (e x )' e x x e y = x x e y y x = 1 1 y x = 1 e y e x 1 e ln x = 1 x = 1 x e y = x Intro to ODEs (0P) 36

37 Derivative of ln x x ln x = 1 x x ln ( x) = 1 ( x) ( 1) = 1 x x>0 x<0 ln x x>0 ln( x) x<0 x x 1 x 1 x x ln x = 1 x x 0 Intro to ODEs (0P) 37

38 Inefinite Integral of ln x x ln x = 1 x x 0 ln x ln( x) (x>0) (x<0) x 1 x ln x = 1 x x (x 0) Intro to ODEs (0P) 38

39 References [1] [2] M.L. Boas, Mathematical Methos in the Physical Sciences [3] E. Kreyszig, Avance Engineering Mathematics [4] D. G. Zill, W. S. Wright, Avance Engineering Mathematics

Differentiation Rules (2A) Young Won Lim 1/30/16

Differentiation Rules (2A) Young Won Lim 1/30/16 Differentiation Rules (2A) Copyright (c) 2011-2016 Young W. Lim. Permission is grante to copy, istribute an/or moify this ocument uner the terms of the GNU Free Documentation License, Version 1.2 or any

More information

Differentiation Rules (2A) Young Won Lim 2/22/16

Differentiation Rules (2A) Young Won Lim 2/22/16 Differentiation Rules (2A) Copyright (c) 2011-2016 Young W. Lim. Permission is grante to copy, istribute an/or moify this ocument uner the terms of the GNU Free Documentation License, Version 1.2 or any

More information

Separable Equations (1A) Young Won Lim 3/24/15

Separable Equations (1A) Young Won Lim 3/24/15 Separable Equations (1A) Copyright (c) 2011-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Introduction to ODE's (0A) Young Won Lim 3/9/15

Introduction to ODE's (0A) Young Won Lim 3/9/15 Introduction to ODE's (0A) Copyright (c) 2011-2014 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2

More information

ODE Background: Differential (1A) Young Won Lim 12/29/15

ODE Background: Differential (1A) Young Won Lim 12/29/15 ODE Background: Differential (1A Copyright (c 2011-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version

More information

Higher Order ODE's (3A) Young Won Lim 12/27/15

Higher Order ODE's (3A) Young Won Lim 12/27/15 Higher Order ODE's (3A) Copyright (c) 2011-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Higher Order ODE's (3A) Young Won Lim 7/7/14

Higher Order ODE's (3A) Young Won Lim 7/7/14 Higher Order ODE's (3A) Copyright (c) 2011-2014 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Higher Order ODE's, (3A)

Higher Order ODE's, (3A) Higher Order ODE's, (3A) Initial Value Problems, and Boundary Value Problems Copyright (c) 2011-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms

More information

Higher Order ODE's (3A) Young Won Lim 7/8/14

Higher Order ODE's (3A) Young Won Lim 7/8/14 Higher Order ODE's (3A) Copyright (c) 2011-2014 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Background Trigonmetry (2A) Young Won Lim 5/5/15

Background Trigonmetry (2A) Young Won Lim 5/5/15 Background Trigonmetry (A) Copyright (c) 014 015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1. or

More information

Linear Equations with Constant Coefficients (2A) Young Won Lim 4/13/15

Linear Equations with Constant Coefficients (2A) Young Won Lim 4/13/15 Linear Equations with Constant Coefficients (2A) Copyright (c) 2011-2014 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation

More information

Line Integrals (4A) Line Integral Path Independence. Young Won Lim 10/22/12

Line Integrals (4A) Line Integral Path Independence. Young Won Lim 10/22/12 Line Integrals (4A Line Integral Path Independence Copyright (c 2012 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License,

More information

Definitions of the Laplace Transform (1A) Young Won Lim 1/31/15

Definitions of the Laplace Transform (1A) Young Won Lim 1/31/15 Definitions of the Laplace Transform (A) Copyright (c) 24 Young W. Lim. Permission is granted to copy, distriute and/or modify this document under the terms of the GNU Free Documentation License, Version.2

More information

Background ODEs (2A) Young Won Lim 3/7/15

Background ODEs (2A) Young Won Lim 3/7/15 Background ODEs (2A) Copyright (c) 2014-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any

More information

Background Complex Analysis (1A) Young Won Lim 9/2/14

Background Complex Analysis (1A) Young Won Lim 9/2/14 Background Complex Analsis (1A) Copright (c) 2014 Young W. Lim. Permission is granted to cop, distribute and/or modif this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Second Order ODE's (2A) Young Won Lim 5/5/15

Second Order ODE's (2A) Young Won Lim 5/5/15 Second Order ODE's (2A) Copyright (c) 2011-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Complex Trigonometric and Hyperbolic Functions (7A)

Complex Trigonometric and Hyperbolic Functions (7A) Complex Trigonometric and Hyperbolic Functions (7A) 07/08/015 Copyright (c) 011-015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation

More information

General Vector Space (2A) Young Won Lim 11/4/12

General Vector Space (2A) Young Won Lim 11/4/12 General (2A Copyright (c 2012 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version

More information

Matrix Transformation (2A) Young Won Lim 11/9/12

Matrix Transformation (2A) Young Won Lim 11/9/12 Matrix (A Copyright (c 01 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1. or any later version published

More information

Complex Series (3A) Young Won Lim 8/17/13

Complex Series (3A) Young Won Lim 8/17/13 Complex Series (3A) 8/7/3 Copyright (c) 202, 203 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version.2 or

More information

Expected Value (10D) Young Won Lim 6/12/17

Expected Value (10D) Young Won Lim 6/12/17 Expected Value (10D) Copyright (c) 2017 Young W. Lim. Permissios granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later

More information

DFT Frequency (9A) Each Row of the DFT Matrix. Young Won Lim 7/31/10

DFT Frequency (9A) Each Row of the DFT Matrix. Young Won Lim 7/31/10 DFT Frequency (9A) Each ow of the DFT Matrix Copyright (c) 2009, 2010 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GU Free Documentation License,

More information

Matrix Transformation (2A) Young Won Lim 11/10/12

Matrix Transformation (2A) Young Won Lim 11/10/12 Matrix (A Copyright (c 0 Young W. im. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation icense, Version. or any later version published

More information

Line Integrals (4A) Line Integral Path Independence. Young Won Lim 11/2/12

Line Integrals (4A) Line Integral Path Independence. Young Won Lim 11/2/12 Line Integrals (4A Line Integral Path Independence Copyright (c 2012 Young W. Lim. Permission is granted to copy, distriute and/or modify this document under the terms of the GNU Free Documentation License,

More information

Phasor Young Won Lim 05/19/2015

Phasor Young Won Lim 05/19/2015 Phasor Copyright (c) 2009-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version

More information

Complex Functions (1A) Young Won Lim 2/22/14

Complex Functions (1A) Young Won Lim 2/22/14 Complex Functions (1A) Copyright (c) 2011-2014 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Surface Integrals (6A)

Surface Integrals (6A) Surface Integrals (6A) Surface Integral Stokes' Theorem Copright (c) 2012 Young W. Lim. Permission is granted to cop, distribute and/or modif this document under the terms of the GNU Free Documentation

More information

February 21 Math 1190 sec. 63 Spring 2017

February 21 Math 1190 sec. 63 Spring 2017 February 21 Math 1190 sec. 63 Spring 2017 Chapter 2: Derivatives Let s recall the efinitions an erivative rules we have so far: Let s assume that y = f (x) is a function with c in it s omain. The erivative

More information

Hyperbolic Functions (1A)

Hyperbolic Functions (1A) Hyperbolic Functions (A) 08/3/04 Copyright (c) 0-04 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version. or

More information

Relations (3A) Young Won Lim 3/27/18

Relations (3A) Young Won Lim 3/27/18 Relations (3A) Copyright (c) 2015 2018 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later

More information

CT Rectangular Function Pairs (5B)

CT Rectangular Function Pairs (5B) C Rectangular Function Pairs (5B) Continuous ime Rect Function Pairs Copyright (c) 009-013 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU

More information

General CORDIC Description (1A)

General CORDIC Description (1A) General CORDIC Description (1A) Copyright (c) 2010, 2011, 2012 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License,

More information

Introduction to ODE's (0A) Young Won Lim 3/12/15

Introduction to ODE's (0A) Young Won Lim 3/12/15 Introduction to ODE's (0A) Copyright (c) 2011-2015 Young W. Lim. Permission is grnted to copy, distribute nd/or modify this document under the terms of the GNU Free Documenttion License, Version 1.2 or

More information

CLTI Differential Equations (3A) Young Won Lim 6/4/15

CLTI Differential Equations (3A) Young Won Lim 6/4/15 CLTI Differential Equations (3A) Copyright (c) 2011-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version

More information

Higher. Further Calculus 149

Higher. Further Calculus 149 hsn.uk.net Higher Mathematics UNIT 3 OUTCOME 2 Further Calculus Contents Further Calculus 49 Differentiating sinx an cosx 49 2 Integrating sinx an cosx 50 3 The Chain Rule 5 4 Special Cases of the Chain

More information

Root Locus (2A) Young Won Lim 10/15/14

Root Locus (2A) Young Won Lim 10/15/14 Root Locus (2A Copyright (c 2014 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version

More information

( 3x +1) 2 does not fit the requirement of the power rule that the base be x

( 3x +1) 2 does not fit the requirement of the power rule that the base be x Section 3 4A: The Chain Rule Introuction The Power Rule is state as an x raise to a real number If y = x n where n is a real number then y = n x n-1 What if we wante to fin the erivative of a variable

More information

Fourier Analysis Overview (0A)

Fourier Analysis Overview (0A) CTFS: Fourier Series CTFT: Fourier Transform DTFS: Fourier Series DTFT: Fourier Transform DFT: Discrete Fourier Transform Copyright (c) 2011-2016 Young W. Lim. Permission is granted to copy, distribute

More information

You should also review L Hôpital s Rule, section 3.6; follow the homework link above for exercises.

You should also review L Hôpital s Rule, section 3.6; follow the homework link above for exercises. BEFORE You Begin Calculus II If it has been awhile since you ha Calculus, I strongly suggest that you refresh both your ifferentiation an integration skills. I woul also like to remin you that in Calculus,

More information

Signal Functions (0B)

Signal Functions (0B) Signal Functions (0B) Signal Functions Copyright (c) 2009-203 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License,

More information

The Growth of Functions (2A) Young Won Lim 4/6/18

The Growth of Functions (2A) Young Won Lim 4/6/18 Copyright (c) 2015-2018 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version published

More information

Group & Phase Velocities (2A)

Group & Phase Velocities (2A) (2A) 1-D Copyright (c) 2011 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version published

More information

Group Velocity and Phase Velocity (1A) Young Won Lim 5/26/12

Group Velocity and Phase Velocity (1A) Young Won Lim 5/26/12 Group Velocity and Phase Velocity (1A) Copyright (c) 211 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version

More information

Detect Sensor (6B) Eddy Current Sensor. Young Won Lim 11/19/09

Detect Sensor (6B) Eddy Current Sensor. Young Won Lim 11/19/09 Detect Sensor (6B) Eddy Current Sensor Copyright (c) 2009 Young W. Lim. Permission is granteo copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version

More information

016A Homework 10 Solution

016A Homework 10 Solution 016A Homework 10 Solution Jae-young Park November 2, 2008 4.1 #14 Write each expression in the form of 2 kx or 3 kx, for a suitable constant k; (3 x 3 x/5 ) 5, (16 1/4 16 3/4 ) 3x Solution (3 x 3 x/5 )

More information

Surface Integrals (6A)

Surface Integrals (6A) urface Integrals (6A) urface Integral tokes' Theorem Copright (c) 2012 Young W. Lim. Permission is granted to cop, distribute and/or modif this document under the terms of the GNU Free Documentation License,

More information

Discrete Time Rect Function(4B)

Discrete Time Rect Function(4B) Discrete Time Rect Function(4B) Discrete Time Rect Functions Copyright (c) 29-213 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation

More information

Math 131 Final Exam Spring 2016

Math 131 Final Exam Spring 2016 Math 3 Final Exam Spring 06 Name: ID: multiple choice questions worth 5 points each. Exam is only out of 00 (so there is the possibility of getting more than 00%) Exam covers sections. through 5.4 No graphing

More information

Discrete Time Rect Function(4B)

Discrete Time Rect Function(4B) Discrete Time Rect Function(4B) Discrete Time Rect Functions Copyright (c) 29-23 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation

More information

Fall 2016: Calculus I Final

Fall 2016: Calculus I Final Answer the questions in the spaces provie on the question sheets. If you run out of room for an answer, continue on the back of the page. NO calculators or other electronic evices, books or notes are allowe

More information

Capacitor and Inductor

Capacitor and Inductor Capacitor and Inductor Copyright (c) 2015 2017 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Capacitor and Inductor

Capacitor and Inductor Capacitor and Inductor Copyright (c) 2015 2017 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or

More information

Using the definition of the derivative of a function is quite tedious. f (x + h) f (x)

Using the definition of the derivative of a function is quite tedious. f (x + h) f (x) Derivative Rules Using te efinition of te erivative of a function is quite teious. Let s prove some sortcuts tat we can use. Recall tat te efinition of erivative is: Given any number x for wic te limit

More information

Calculus I Announcements

Calculus I Announcements Slie 1 Calculus I Announcements Office Hours: Amos Eaton 309, Monays 12:50-2:50 Exam 2 is Thursay, October 22n. The stuy guie is now on the course web page. Start stuying now, an make a plan to succee.

More information

Differentiability, Computing Derivatives, Trig Review

Differentiability, Computing Derivatives, Trig Review Unit #3 : Differentiability, Computing Derivatives, Trig Review Goals: Determine when a function is ifferentiable at a point Relate the erivative graph to the the graph of an original function Compute

More information

Dispersion (3A) 1-D Dispersion. Young W. Lim 10/15/13

Dispersion (3A) 1-D Dispersion. Young W. Lim 10/15/13 1-D Dispersion Copyright (c) 013. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1. or any later version published

More information

Capacitor in an AC circuit

Capacitor in an AC circuit Capacitor in an AC circuit Copyright (c) 2011 2017 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2

More information

d dx [xn ] = nx n 1. (1) dy dx = 4x4 1 = 4x 3. Theorem 1.3 (Derivative of a constant function). If f(x) = k and k is a constant, then f (x) = 0.

d dx [xn ] = nx n 1. (1) dy dx = 4x4 1 = 4x 3. Theorem 1.3 (Derivative of a constant function). If f(x) = k and k is a constant, then f (x) = 0. Calculus refresher Disclaimer: I claim no original content on this ocument, which is mostly a summary-rewrite of what any stanar college calculus book offers. (Here I ve use Calculus by Dennis Zill.) I

More information

dx dx [x2 + y 2 ] = y d [tan x] + tan x = 2x + 2y = y sec 2 x + tan x dy dy = tan x dy dy = [tan x 2y] dy dx = 2x y sec2 x [1 + sin y] = sin(xy)

dx dx [x2 + y 2 ] = y d [tan x] + tan x = 2x + 2y = y sec 2 x + tan x dy dy = tan x dy dy = [tan x 2y] dy dx = 2x y sec2 x [1 + sin y] = sin(xy) Math 7 Activit: Implicit & Logarithmic Differentiation (Solutions) Implicit Differentiation. For each of the following equations, etermine x. a. tan x = x 2 + 2 tan x] = x x x2 + 2 ] = tan x] + tan x =

More information

Differentiability, Computing Derivatives, Trig Review. Goals:

Differentiability, Computing Derivatives, Trig Review. Goals: Secants vs. Derivatives - Unit #3 : Goals: Differentiability, Computing Derivatives, Trig Review Determine when a function is ifferentiable at a point Relate the erivative graph to the the graph of an

More information

Calculus I: Practice Midterm II

Calculus I: Practice Midterm II Calculus I: Practice Mierm II April 3, 2015 Name: Write your solutions in the space provided. Continue on the back for more space. Show your work unless asked otherwise. Partial credit will be given for

More information

Signals and Spectra (1A) Young Won Lim 11/26/12

Signals and Spectra (1A) Young Won Lim 11/26/12 Signals and Spectra (A) Copyright (c) 202 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version.2 or any later

More information

Fourier Analysis Overview (0A)

Fourier Analysis Overview (0A) CTFS: Fourier Series CTFT: Fourier Transform DTFS: Fourier Series DTFT: Fourier Transform DFT: Discrete Fourier Transform Copyright (c) 2011-2016 Young W. Lim. Permission is granted to copy, distribute

More information

Core Mathematics 3 Differentiation

Core Mathematics 3 Differentiation http://kumarmaths.weebly.com/ Core Mathematics Differentiation C differentiation Page Differentiation C Specifications. By the end of this unit you should be able to : Use chain rule to find the derivative

More information

AP Calculus Chapter 3 Testbank (Mr. Surowski)

AP Calculus Chapter 3 Testbank (Mr. Surowski) AP Calculus Chapter 3 Testbank (Mr. Surowski) Part I. Multiple-Choice Questions (5 points each; please circle the correct answer.). If f(x) = 0x 4 3 + x, then f (8) = (A) (B) 4 3 (C) 83 3 (D) 2 3 (E) 2

More information

1 Lecture 18: The chain rule

1 Lecture 18: The chain rule 1 Lecture 18: The chain rule 1.1 Outline Comparing the graphs of sin(x) an sin(2x). The chain rule. The erivative of a x. Some examples. 1.2 Comparing the graphs of sin(x) an sin(2x) We graph f(x) = sin(x)

More information

Exam 3 Review. Lesson 19: Concavity, Inflection Points, and the Second Derivative Test. Lesson 20: Absolute Extrema on an Interval

Exam 3 Review. Lesson 19: Concavity, Inflection Points, and the Second Derivative Test. Lesson 20: Absolute Extrema on an Interval Exam 3 Review Lessons 17-18: Relative Extrema, Critical Numbers, an First Derivative Test (from exam 2 review neee for curve sketching) Critical Numbers: where the erivative of a function is zero or unefine.

More information

Final Exam Study Guide and Practice Problems Solutions

Final Exam Study Guide and Practice Problems Solutions Final Exam Stuy Guie an Practice Problems Solutions Note: These problems are just some of the types of problems that might appear on the exam. However, to fully prepare for the exam, in aition to making

More information

Capacitor Young Won Lim 06/22/2017

Capacitor Young Won Lim 06/22/2017 Capacitor Copyright (c) 2011 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version

More information

Table of Contents Derivatives of Logarithms

Table of Contents Derivatives of Logarithms Derivatives of Logarithms- Table of Contents Derivatives of Logarithms Arithmetic Properties of Logarithms Derivatives of Logarithms Example Example 2 Example 3 Example 4 Logarithmic Differentiation Example

More information

f(x) f(a) Limit definition of the at a point in slope notation.

f(x) f(a) Limit definition of the at a point in slope notation. Lesson 9: Orinary Derivatives Review Hanout Reference: Brigg s Calculus: Early Transcenentals, Secon Eition Topics: Chapter 3: Derivatives, p. 126-235 Definition. Limit Definition of Derivatives at a point

More information

Integrals. Young Won Lim 12/29/15

Integrals. Young Won Lim 12/29/15 Integrls Copyright (c) 2011-2015 Young W. Lim. Permission is grnted to copy, distribute nd/or modify this document under the terms of the GNU Free Documenttion License, Version 1.2 or ny lter version published

More information

Question Instructions Read today's Notes and Learning Goals.

Question Instructions Read today's Notes and Learning Goals. 63 Proucts an Quotients (13051836) Question 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 Instructions Rea toay's Notes an Learning Goals. 1. Question Details fa15 62 chain 1 [3420817] Fin all

More information

Review of Differentiation and Integration for Ordinary Differential Equations

Review of Differentiation and Integration for Ordinary Differential Equations Schreyer Fall 208 Review of Differentiation an Integration for Orinary Differential Equations In this course you will be expecte to be able to ifferentiate an integrate quickly an accurately. Many stuents

More information

Definitions of the Laplace Transform (1A) Young Won Lim 2/9/15

Definitions of the Laplace Transform (1A) Young Won Lim 2/9/15 Definition of the aplace Tranform (A) 2/9/5 Copyright (c) 24 Young W. im. Permiion i granted to copy, ditriute and/or modify thi document under the term of the GNU Free Documentation icene, Verion.2 or

More information

Fourier Analysis Overview (0B)

Fourier Analysis Overview (0B) CTFS: Continuous Time Fourier Series CTFT: Continuous Time Fourier Transform DTFS: Fourier Series DTFT: Fourier Transform DFT: Discrete Fourier Transform Copyright (c) 2009-2016 Young W. Lim. Permission

More information

UNIT 3: DERIVATIVES STUDY GUIDE

UNIT 3: DERIVATIVES STUDY GUIDE Calculus I UNIT 3: Derivatives REVIEW Name: Date: UNIT 3: DERIVATIVES STUDY GUIDE Section 1: Section 2: Limit Definition (Derivative as the Slope of the Tangent Line) Calculating Rates of Change (Average

More information

Aim: How do we prepare for AP Problems on limits, continuity and differentiability? f (x)

Aim: How do we prepare for AP Problems on limits, continuity and differentiability? f (x) Name AP Calculus Date Supplemental Review 1 Aim: How do we prepare for AP Problems on limits, continuity and differentiability? Do Now: Use the graph of f(x) to evaluate each of the following: 1. lim x

More information

Bayes Theorem (10B) Young Won Lim 6/3/17

Bayes Theorem (10B) Young Won Lim 6/3/17 Bayes Theorem (10B) Copyright (c) 2017 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later

More information

Derivatives: definition and first properties

Derivatives: definition and first properties September 7, 2017 Ribet office hours Mondays, 1:45 3PM, 885 Evans Wednesdays, 10:30 11:45AM, SLC Yesterday at the SLC Lunch The next pop-in lunch at the Faculty Club will be tomorrow, September 8 at high

More information

Section 3.1/3.2: Rules of Differentiation

Section 3.1/3.2: Rules of Differentiation : Rules of Differentiation Math 115 4 February 2018 Overview 1 2 Four Theorem for Derivatives Suppose c is a constant an f, g are ifferentiable functions. Then 1 2 3 4 x (c) = 0 x (x n ) = nx n 1 x [cf

More information

Integration via a Change of Variables

Integration via a Change of Variables LECTURE 33 Integration via a Change of Variables In Lectures an 3 where we evelope a general technique for computing erivatives that was base on two ifferent kins of results. First, we ha a table that

More information

CLTI System Response (4A) Young Won Lim 4/11/15

CLTI System Response (4A) Young Won Lim 4/11/15 CLTI System Response (4A) Copyright (c) 2011-2015 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2

More information

Derivative Methods: (csc(x)) = csc(x) cot(x)

Derivative Methods: (csc(x)) = csc(x) cot(x) EXAM 2 IS TUESDAY IN QUIZ SECTION Allowe:. A Ti-30x IIS Calculator 2. An 8.5 by inch sheet of hanwritten notes (front/back) 3. A pencil or black/blue pen Covers: 3.-3.6, 0.2, 3.9, 3.0, 4. Quick Review

More information

Propagating Wave (1B)

Propagating Wave (1B) Wave (1B) 3-D Wave Copyright (c) 2011 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later

More information

Magnetic Sensor (3B) Magnetism Hall Effect AMR Effect GMR Effect. Young Won Lim 9/23/09

Magnetic Sensor (3B) Magnetism Hall Effect AMR Effect GMR Effect. Young Won Lim 9/23/09 Magnetic Sensor (3B) Magnetism Hall Effect AMR Effect GMR Effect Copyright (c) 2009 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation

More information

Week #6 - Taylor Series, Derivatives and Graphs Section 10.1

Week #6 - Taylor Series, Derivatives and Graphs Section 10.1 Week #6 - Taylor Series, Derivatives and Graphs Section 10.1 From Calculus, Single Variable by Hughes-Hallett, Gleason, McCallum et. al. Copyright 005 by John Wiley & Sons, Inc. This material is used by

More information

Math 131 Exam 2 Spring 2016

Math 131 Exam 2 Spring 2016 Math 3 Exam Spring 06 Name: ID: 7 multiple choice questions worth 4.7 points each. hand graded questions worth 0 points each. 0. free points (so the total will be 00). Exam covers sections.7 through 3.0

More information

Introduction and Review

Introduction and Review Chpter 6A Notes Pge of Introuction n Review Derivtives y = f(x) y x = f (x) Evlute erivtive t x = : y = x x= f f(+h) f() () = lim h h Geometric Interprettion: see figure slope of the line tngent to f t

More information

Down-Sampling (4B) Young Won Lim 10/25/12

Down-Sampling (4B) Young Won Lim 10/25/12 Down-Sampling (4B) /5/ Copyright (c) 9,, Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version. or any later

More information

CALCULUS. Berkant Ustaoğlu CRYPTOLOUNGE.NET

CALCULUS. Berkant Ustaoğlu CRYPTOLOUNGE.NET CALCULUS Berkant Ustaoğlu CRYPTOLOUNGE.NET Secant 1 Definition Let f be defined over an interval I containing u. If x u and x I then f (x) f (u) Q = x u is the difference quotient. Also if h 0, such that

More information

Audio Signal Generation. Young Won Lim 1/29/18

Audio Signal Generation. Young Won Lim 1/29/18 Generation Copyright (c) 2016-2018 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version

More information

Algebra/Trig Review Flash Cards. Changes. equation of a line in various forms. quadratic formula. definition of a circle

Algebra/Trig Review Flash Cards. Changes. equation of a line in various forms. quadratic formula. definition of a circle Math Flash cars Math Flash cars Algebra/Trig Review Flash Cars Changes Formula (Precalculus) Formula (Precalculus) quaratic formula equation of a line in various forms Formula(Precalculus) Definition (Precalculus)

More information

AP Calculus Summer Prep

AP Calculus Summer Prep AP Calculus Summer Prep Topics from Algebra and Pre-Calculus (Solutions are on the Answer Key on the Last Pages) The purpose of this packet is to give you a review of basic skills. You are asked to have

More information

SYDE 112, LECTURE 1: Review & Antidifferentiation

SYDE 112, LECTURE 1: Review & Antidifferentiation SYDE 112, LECTURE 1: Review & Antiifferentiation 1 Course Information For a etaile breakown of the course content an available resources, see the Course Outline. Other relevant information for this section

More information

Hamiltonian Cycle (3A) Young Won Lim 5/5/18

Hamiltonian Cycle (3A) Young Won Lim 5/5/18 Hamiltonian Cycle (3A) Copyright (c) 015 018 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1. or any

More information

Test one Review Cal 2

Test one Review Cal 2 Name: Class: Date: ID: A Test one Review Cal 2 Short Answer. Write the following expression as a logarithm of a single quantity. lnx 2ln x 2 ˆ 6 2. Write the following expression as a logarithm of a single

More information

AP Calculus AB One Last Mega Review Packet of Stuff. Take the derivative of the following. 1.) 3.) 5.) 7.) Determine the limit of the following.

AP Calculus AB One Last Mega Review Packet of Stuff. Take the derivative of the following. 1.) 3.) 5.) 7.) Determine the limit of the following. AP Calculus AB One Last Mega Review Packet of Stuff Name: Date: Block: Take the erivative of the following. 1.) x (sin (5x)).) x (etan(x) ) 3.) x (sin 1 ( x3 )) 4.) x (x3 5x) 4 5.) x ( ex sin(x) ) 6.)

More information

8/28/2017 Assignment Previewer

8/28/2017 Assignment Previewer Proucts an Quotients (10862446) Due: Mon Sep 25 2017 07:31 AM MDT Question 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 Instructions Rea toay's Notes an Learning Goals. 1. Question Details

More information

Group Delay and Phase Delay (1A) Young Won Lim 7/19/12

Group Delay and Phase Delay (1A) Young Won Lim 7/19/12 Group Delay and Phase Delay (A) 7/9/2 Copyright (c) 2 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version.2

More information