Math 240 Calculus III

Size: px
Start display at page:

Download "Math 240 Calculus III"

Transcription

1 Line Math 114 Calculus III Summer 2013, Session II Monday, July 1, 2013

2 Agenda Line 1.,, and 2. Line vector

3 Line Definition Let f : X R 3 R be a differentiable scalar function on a region of 3-dimensional space. The gradient of f is the vector field grad f = f = f i + f y j + f z k. f The direction of the gradient, f, is the direction in which f is increasing the fastest. The norm, f, is the rate of this increase. Eample If f(, y, z) = 2 + y 2 + z 2 then f = 2 i + 2y j + 2z k.

4 Line Definition Let F : X R 3 R 3 be a differentiable vector field with components F = F i + F y j + F z k. The divergence of F is the scalar function div F = F = F + F y y + F z z. The divergence of a vector field measures how much it is epanding at each point. Eamples 1. If F = i + y j then F = If F = y i + j then F = 0.

5 Line Definition Let F : X R 3 R 3 be a differentiable vector field with components F = F i + F y j + F z k. The curl of F is the vector field i j k curl F = F = y z F F y F z ( Fz y F ) ( y F i + z z F z = ) ( Fy j + F ) k. y The magnitude of the curl, F, measures how much F F rotates around a point. The direction of the curl, F, is the ais around which it rotates.

6 Line Eample If F = y i + j then F = 2 k.

7 Math 114 Line Theorem Let f : X R 3 R be a C 2 scalar function. Then ( f) = 0, that is, curl (grad f) = 0. Theorem Let F : X R 3 R 3 be a C 2 vector field. Then ( F) = 0, that is, div (curl F) = 0. To summarize, the composition of any two consecutive arrows in the diagram yields zero. scalar functions grad 0 vector curl vector 0 div scalar functions

8 Line Definition Let : [a, b] X R 3 be a C 1 path and f : X R 3 a continuous function. The scalar line integral of f along is b f ds = f((t)) (t) dt. a In two dimensions, a scalar line integral measures the area under a curve with base and height given by f.

9 Line Eample Let : [0, 2π] R 3 be the heli (t) = (cos t, sin t, t) and let f(, y, z) = y + z. Let s compute 2π f ds = f((t)) (t) dt. We find (t) = sin 2 t + cos 2 t + 1 = 2, 0 so now 2π 0 f((t)) (t) dt = 2π = 2 0 2π (cos t sin t + t) 2 dt 0 ( 1 2 sin 2t + t) dt = 2 2π 2.

10 Line Definition Let : [a, b] X R 3 be a C 1 path and F : X R 3 a continuous vector field. The vector line integral of F along is b F ds = F((t)) (t) dt. a If F has components F = F i + F y j + F z k, the vector line integral can also be written F ds = F d + F y dy + F z dz. Physically, a vector line integral measures the work done by the force field F on a particle moving along the path.

11 Line Eample Let : [0, 1] R 3 be the path (t) = (2t + 1, t, 3t 1) and let F = z i + j + y k. Let s compute F ds = zd + dy + ydz. First, we find (t) = (2, 1, 3), and now we can do 1 zd + dy + ydz = (3t 1)(2) + (2t + 1) + t(3)dt = t + 3dt = 5 2.

12 Line Changing orientation (b) (b) opp (a) opp (a) EXAMPLE EXAMPLE 7 If 7 : path path opp :[a, opp :[a, b] b] (See (See Figure Figure 6.8.) 6.8. Th (a) opp opp (b) (b) u(t) u(t) = a = + a b+ bt. Cl y of. of. Figure AA path pathand and its its Figure: opposite. and y have opposite orientations In addition In addition to ret the the speed. speed. This This follof f ds = f ds y F ds = F ds So the velocity vecto y u (t)) So the velocity v u of the velocity (t)) of the velo This can be achieved by negating t: Speed o Spe y(t) = ( t).

13 vector Line Definition A continuous vector field F is called a conservative vector field, or a gradient field, if F = f for some C 1 scalar function f. In this case we also say that f is a scalar potential of F. Theorem Suppose F is a continuous vector field defined on a connected, open region R R 3. Then F = f if and only if F has path independent line in R.

14 Path independence Line We say F : R R 3 R 3 has path independent line if any of the following hold: 1. F ds = F ds whenever and y are two simple C 1 y paths in R with the same initial and terminal points, 2. F ds = 0 for any simple, closed C 1 path lying in R (meaning the initial and terminal points of coincide), 3. F ds = f(b) f(a) for any differentiable curve C in C R running from point A to point B, and for any scalar potential f.

15 Physical interpretation Line To justify our terminology, if f is a scalar potential for the vector field F, it means that we can interpret f as measuring the potential energy associated with the force represented by F. In this setting, criterion 3 from the previous slide says that work = F ds = f(b) f(a) = change in potential energy, C meaning that the force represented by F obeys conservation of energy.

16 A test for conservative Line Theorem Suppose F is a C 1 vector field defined in a simply-connected region, R, (intuitively, R has no holes going all the way through). Then F = f for some C 2 scalar function if and only if F = 0 at all points in R. Eample Let ( F = 2 +y 2 +z 2 6 ) i + y 2 +y 2 +z 2 j + z 2 +y 2 +z 2 k. F is C 1 on R 3 {(0, 0, 0)}, which is a simply-connected domain. Check that F = 0 everywhere F is defined. Therefore, F is conservative.

Divergence Theorem December 2013

Divergence Theorem December 2013 Divergence Theorem 17.3 11 December 2013 Fundamental Theorem, Four Ways. b F (x) dx = F (b) F (a) a [a, b] F (x) on boundary of If C path from P to Q, ( φ) ds = φ(q) φ(p) C φ on boundary of C Green s Theorem:

More information

2. Below are four algebraic vector fields and four sketches of vector fields. Match them.

2. Below are four algebraic vector fields and four sketches of vector fields. Match them. Math 511: alc III - Practice Eam 3 1. State the meaning or definitions of the following terms: a) vector field, conservative vector field, potential function of a vector field, volume, length of a curve,

More information

Divergence Theorem Fundamental Theorem, Four Ways. 3D Fundamental Theorem. Divergence Theorem

Divergence Theorem Fundamental Theorem, Four Ways. 3D Fundamental Theorem. Divergence Theorem Divergence Theorem 17.3 11 December 213 Fundamental Theorem, Four Ways. b F (x) dx = F (b) F (a) a [a, b] F (x) on boundary of If C path from P to Q, ( φ) ds = φ(q) φ(p) C φ on boundary of C Green s Theorem:

More information

ENGI Gradient, Divergence, Curl Page 5.01

ENGI Gradient, Divergence, Curl Page 5.01 ENGI 94 5. - Gradient, Divergence, Curl Page 5. 5. The Gradient Operator A brief review is provided here for the gradient operator in both Cartesian and orthogonal non-cartesian coordinate systems. Sections

More information

Mathematical Notes for E&M Gradient, Divergence, and Curl

Mathematical Notes for E&M Gradient, Divergence, and Curl Mathematical Notes for E&M Gradient, Divergence, and Curl In these notes I explain the differential operators gradient, divergence, and curl (also known as rotor), the relations between them, the integral

More information

Vector Calculus, Maths II

Vector Calculus, Maths II Section A Vector Calculus, Maths II REVISION (VECTORS) 1. Position vector of a point P(x, y, z) is given as + y and its magnitude by 2. The scalar components of a vector are its direction ratios, and represent

More information

2.20 Fall 2018 Math Review

2.20 Fall 2018 Math Review 2.20 Fall 2018 Math Review September 10, 2018 These notes are to help you through the math used in this class. This is just a refresher, so if you never learned one of these topics you should look more

More information

Vector Calculus. A primer

Vector Calculus. A primer Vector Calculus A primer Functions of Several Variables A single function of several variables: f: R $ R, f x (, x ),, x $ = y. Partial derivative vector, or gradient, is a vector: f = y,, y x ( x $ Multi-Valued

More information

Fundamental Theorem of Calculus

Fundamental Theorem of Calculus Fundamental Theorem of Calculus MATH 6 Calculus I J. Robert Buchanan Department of Mathematics Summer 208 Remarks The Fundamental Theorem of Calculus (FTC) will make the evaluation of definite integrals

More information

Disclaimer: This Final Exam Study Guide is meant to help you start studying. It is not necessarily a complete list of everything you need to know.

Disclaimer: This Final Exam Study Guide is meant to help you start studying. It is not necessarily a complete list of everything you need to know. Disclaimer: This is meant to help you start studying. It is not necessarily a complete list of everything you need to know. The MTH 234 final exam mainly consists of standard response questions where students

More information

Dr. Allen Back. Dec. 3, 2014

Dr. Allen Back. Dec. 3, 2014 Dr. Allen Back Dec. 3, 2014 forms are sums of wedge products of the basis 1-forms dx, dy, and dz. They are kinds of tensors generalizing ordinary scalar functions and vector fields. They have a skew-symmetry

More information

Exercises for Multivariable Differential Calculus XM521

Exercises for Multivariable Differential Calculus XM521 This document lists all the exercises for XM521. The Type I (True/False) exercises will be given, and should be answered, online immediately following each lecture. The Type III exercises are to be done

More information

Exercises of Mathematical analysis II

Exercises of Mathematical analysis II Eercises of Mathematical analysis II In eercises. - 8. represent the domain of the function by the inequalities and make a sketch showing the domain in y-plane.. z = y.. z = arcsin y + + ln y. 3. z = sin

More information

Conservative fields and potential functions. (Sect. 16.3) The line integral of a vector field along a curve.

Conservative fields and potential functions. (Sect. 16.3) The line integral of a vector field along a curve. onservative fields and potential functions. (Sect. 16.3) eview: Line integral of a vector field. onservative fields. The line integral of conservative fields. Finding the potential of a conservative field.

More information

ENGI 4430 Line Integrals; Green s Theorem Page 8.01

ENGI 4430 Line Integrals; Green s Theorem Page 8.01 ENGI 4430 Line Integrals; Green s Theorem Page 8.01 8. Line Integrals Two applications of line integrals are treated here: the evaluation of work done on a particle as it travels along a curve in the presence

More information

MATH 2400: Calculus III, Fall 2013 FINAL EXAM

MATH 2400: Calculus III, Fall 2013 FINAL EXAM MATH 2400: Calculus III, Fall 2013 FINAL EXAM December 16, 2013 YOUR NAME: Circle Your Section 001 E. Angel...................... (9am) 002 E. Angel..................... (10am) 003 A. Nita.......................

More information

Faculty of Engineering, Mathematics and Science School of Mathematics

Faculty of Engineering, Mathematics and Science School of Mathematics Faculty of Engineering, Mathematics and Science School of Mathematics SF Engineers SF MSISS SF MEMS MAE: Engineering Mathematics IV Trinity Term 18 May,??? Sports Centre??? 9.3 11.3??? Prof. Sergey Frolov

More information

Brief Review of Vector Algebra

Brief Review of Vector Algebra APPENDIX Brief Review of Vector Algebra A.0 Introduction Vector algebra is used extensively in computational mechanics. The student must thus understand the concepts associated with this subject. The current

More information

Created by T. Madas VECTOR OPERATORS. Created by T. Madas

Created by T. Madas VECTOR OPERATORS. Created by T. Madas VECTOR OPERATORS GRADIENT gradϕ ϕ Question 1 A surface S is given by the Cartesian equation x 2 2 + y = 25. a) Draw a sketch of S, and describe it geometrically. b) Determine an equation of the tangent

More information

Sections minutes. 5 to 10 problems, similar to homework problems. No calculators, no notes, no books, no phones. No green book needed.

Sections minutes. 5 to 10 problems, similar to homework problems. No calculators, no notes, no books, no phones. No green book needed. MTH 34 Review for Exam 4 ections 16.1-16.8. 5 minutes. 5 to 1 problems, similar to homework problems. No calculators, no notes, no books, no phones. No green book needed. Review for Exam 4 (16.1) Line

More information

Fundamentals of Applied Electromagnetics. Chapter 2 - Vector Analysis

Fundamentals of Applied Electromagnetics. Chapter 2 - Vector Analysis Fundamentals of pplied Electromagnetics Chapter - Vector nalsis Chapter Objectives Operations of vector algebra Dot product of two vectors Differential functions in vector calculus Divergence of a vector

More information

Summary of various integrals

Summary of various integrals ummary of various integrals Here s an arbitrary compilation of information about integrals Moisés made on a cold ecember night. 1 General things o not mix scalars and vectors! In particular ome integrals

More information

ENGI Duffing s Equation Page 4.65

ENGI Duffing s Equation Page 4.65 ENGI 940 4. - Duffing s Equation Page 4.65 4. Duffing s Equation Among the simplest models of damped non-linear forced oscillations of a mechanical or electrical system with a cubic stiffness term is Duffing

More information

US01CMTH02 UNIT-3. exists, then it is called the partial derivative of f with respect to y at (a, b) and is denoted by f. f(a, b + b) f(a, b) lim

US01CMTH02 UNIT-3. exists, then it is called the partial derivative of f with respect to y at (a, b) and is denoted by f. f(a, b + b) f(a, b) lim Study material of BSc(Semester - I US01CMTH02 (Partial Derivatives Prepared by Nilesh Y Patel Head,Mathematics Department,VPand RPTPScience College 1 Partial derivatives US01CMTH02 UNIT-3 The concept of

More information

Second Order ODEs. Second Order ODEs. In general second order ODEs contain terms involving y, dy But here only consider equations of the form

Second Order ODEs. Second Order ODEs. In general second order ODEs contain terms involving y, dy But here only consider equations of the form Second Order ODEs Second Order ODEs In general second order ODEs contain terms involving y, dy But here only consider equations of the form A d2 y dx 2 + B dy dx + Cy = 0 dx, d2 y dx 2 and F(x). where

More information

Study Guide for Exam #2

Study Guide for Exam #2 Physical Mechanics METR103 November, 000 Study Guide for Exam # The information even below is meant to serve as a guide to help you to prepare for the second hour exam. The absence of a topic or point

More information

Math 240 Calculus III

Math 240 Calculus III Calculus III Summer 2015, Session II Monday, August 3, 2015 Agenda 1. 2. Introduction The reduction of technique, which applies to second- linear differential equations, allows us to go beyond equations

More information

AP Calculus BC Summer Packet 2017

AP Calculus BC Summer Packet 2017 AP Calculus BC Summer Packet 7 o The attached packet is required for all FHS students who took AP Calculus AB in 6-7 and will be continuing on to AP Calculus BC in 7-8. o It is to be turned in to your

More information

15.2 divergence, curl and del in 2D Contemporary Calculus 1

15.2 divergence, curl and del in 2D Contemporary Calculus 1 15.2 divergence, curl and del in 2D Contemporary Calculus 1 15.2 Del Operator and 2D Divergence and Curl The divergence and curl of a vector field F describe two characteristics of the field at each point

More information

Math 207 Honors Calculus III Final Exam Solutions

Math 207 Honors Calculus III Final Exam Solutions Math 207 Honors Calculus III Final Exam Solutions PART I. Problem 1. A particle moves in the 3-dimensional space so that its velocity v(t) and acceleration a(t) satisfy v(0) = 3j and v(t) a(t) = t 3 for

More information

Name: Instructor: Lecture time: TA: Section time:

Name: Instructor: Lecture time: TA: Section time: Math 222 Final May 11, 29 Name: Instructor: Lecture time: TA: Section time: INSTRUCTIONS READ THIS NOW This test has 1 problems on 16 pages worth a total of 2 points. Look over your test package right

More information

Continuity. MATH 161 Calculus I. J. Robert Buchanan. Fall Department of Mathematics

Continuity. MATH 161 Calculus I. J. Robert Buchanan. Fall Department of Mathematics Continuity MATH 161 Calculus I J. Robert Buchanan Department of Mathematics Fall 2017 Intuitive Idea A process or an item can be described as continuous if it exists without interruption. The mathematical

More information

Name: SOLUTIONS Date: 11/9/2017. M20550 Calculus III Tutorial Worksheet 8

Name: SOLUTIONS Date: 11/9/2017. M20550 Calculus III Tutorial Worksheet 8 Name: SOLUTIONS Date: /9/7 M55 alculus III Tutorial Worksheet 8. ompute R da where R is the region bounded by x + xy + y 8 using the change of variables given by x u + v and y v. Solution: We know R is

More information

REVIEW OF DIFFERENTIAL CALCULUS

REVIEW OF DIFFERENTIAL CALCULUS REVIEW OF DIFFERENTIAL CALCULUS DONU ARAPURA 1. Limits and continuity To simplify the statements, we will often stick to two variables, but everything holds with any number of variables. Let f(x, y) be

More information

Chapter 3 - Vector Calculus

Chapter 3 - Vector Calculus Chapter 3 - Vector Calculus Gradient in Cartesian coordinate system f ( x, y, z,...) dr ( dx, dy, dz,...) Then, f f f f,,,... x y z f f f df dx dy dz... f dr x y z df 0 (constant f contour) f dr 0 or f

More information

c) LC=Cl+C2+C3; C1:x=dx=O; C2: y=1-x; C3:y=dy=0 1 ydx-xdy (1-x)~x-x(-dx)+ = Jdldx = 1.

c) LC=Cl+C2+C3; C1:x=dx=O; C2: y=1-x; C3:y=dy=0 1 ydx-xdy (1-x)~x-x(-dx)+ = Jdldx = 1. 4. Line Integrals in the Plane 4A. Plane Vector Fields 4A- a) All vectors in the field are identical; continuously differentiable everywhere. b) he vector at P has its tail at P and head at the origin;

More information

CURRENT MATERIAL: Vector Calculus.

CURRENT MATERIAL: Vector Calculus. Math 275, section 002 (Ultman) Fall 2011 FINAL EXAM REVIEW The final exam will be held on Wednesday 14 December from 10:30am 12:30pm in our regular classroom. You will be allowed both sides of an 8.5 11

More information

Line Integrals Independence of Path -(9.9) f x

Line Integrals Independence of Path -(9.9) f x . Differentials and Eact Differentials: The differentials of f, and f,,z are: Line Integrals Independence of Path -(9.9) d d, and d d dz. A differential epression P,,zd Q,,zd R,,zdz is said to be an eact

More information

Math 67. Rumbos Fall Solutions to Review Problems for Final Exam. (a) Use the triangle inequality to derive the inequality

Math 67. Rumbos Fall Solutions to Review Problems for Final Exam. (a) Use the triangle inequality to derive the inequality Math 67. umbos Fall 8 Solutions to eview Problems for Final Exam. In this problem, u and v denote vectors in n. (a) Use the triangle inequality to derive the inequality Solution: Write v u v u for all

More information

ENGI Gradient, Divergence, Curl Page 5.01

ENGI Gradient, Divergence, Curl Page 5.01 ENGI 940 5.0 - Gradient, Divergence, Curl Page 5.0 5. e Gradient Operator A brief review is provided ere for te gradient operator in bot Cartesian and ortogonal non-cartesian coordinate systems. Sections

More information

MATH 12 CLASS 5 NOTES, SEP

MATH 12 CLASS 5 NOTES, SEP MATH 12 CLASS 5 NOTES, SEP 30 2011 Contents 1. Vector-valued functions 1 2. Differentiating and integrating vector-valued functions 3 3. Velocity and Acceleration 4 Over the past two weeks we have developed

More information

4Divergenceandcurl. D ds = ρdv. S

4Divergenceandcurl. D ds = ρdv. S 4Divergenceandcurl Epressing the total charge Q V contained in a volume V as a 3D volume integral of charge density ρ(r), wecanwritegauss s law eamined during the last few lectures in the general form

More information

MATH 280 Multivariate Calculus Spring Derivatives of vector fields: divergence and curl

MATH 280 Multivariate Calculus Spring Derivatives of vector fields: divergence and curl MATH 280 Multivariate Calculus Spring 2011 Vector fields in the plane Derivatives of vector fields: divergence and curl Given a planar vector field F P x, y î + Qx, y ĵ, we can consider the partial derivatives.

More information

Seminar on Vector Field Analysis on Surfaces

Seminar on Vector Field Analysis on Surfaces Seminar on Vector Field Analysis on Surfaces 236629 1 Last time Intro Cool stuff VFs on 2D Euclidean Domains Arrows on the plane Div, curl and all that Helmholtz decomposition 2 today Arrows on surfaces

More information

송석호 ( 물리학과 )

송석호 ( 물리학과 ) http://optics.hanyang.ac.kr/~shsong 송석호 ( 물리학과 ) Introduction to Electrodynamics, David J. Griffiths Review: 1. Vector analysis 2. Electrostatics 3. Special techniques 4. Electric fields in mater 5. Magnetostatics

More information

Practice Problems for Exam 3 (Solutions) 1. Let F(x, y) = xyi+(y 3x)j, and let C be the curve r(t) = ti+(3t t 2 )j for 0 t 2. Compute F dr.

Practice Problems for Exam 3 (Solutions) 1. Let F(x, y) = xyi+(y 3x)j, and let C be the curve r(t) = ti+(3t t 2 )j for 0 t 2. Compute F dr. 1. Let F(x, y) xyi+(y 3x)j, and let be the curve r(t) ti+(3t t 2 )j for t 2. ompute F dr. Solution. F dr b a 2 2 F(r(t)) r (t) dt t(3t t 2 ), 3t t 2 3t 1, 3 2t dt t 3 dt 1 2 4 t4 4. 2. Evaluate the line

More information

Review Sheet for the Final

Review Sheet for the Final Review Sheet for the Final Math 6-4 4 These problems are provided to help you study. The presence of a problem on this handout does not imply that there will be a similar problem on the test. And the absence

More information

MATH 332: Vector Analysis Summer 2005 Homework

MATH 332: Vector Analysis Summer 2005 Homework MATH 332, (Vector Analysis), Summer 2005: Homework 1 Instructor: Ivan Avramidi MATH 332: Vector Analysis Summer 2005 Homework Set 1. (Scalar Product, Equation of a Plane, Vector Product) Sections: 1.9,

More information

Green s Theorem Jeremy Orloff

Green s Theorem Jeremy Orloff Green s Theorem Jerem Orloff Line integrals and Green s theorem. Vector Fields Vector notation. In 8.4 we will mostl use the notation (v) = (a, b) for vectors. The other common notation (v) = ai + bj runs

More information

Solutions to Sample Questions for Final Exam

Solutions to Sample Questions for Final Exam olutions to ample Questions for Final Exam Find the points on the surface xy z 3 that are closest to the origin. We use the method of Lagrange Multipliers, with f(x, y, z) x + y + z for the square of the

More information

Math 234. What you should know on day one. August 28, You should be able to use general principles like. x = cos t, y = sin t, 0 t π.

Math 234. What you should know on day one. August 28, You should be able to use general principles like. x = cos t, y = sin t, 0 t π. Math 234 What you should know on day one August 28, 2001 1 You should be able to use general principles like Length = ds, Area = da, Volume = dv For example the length of the semi circle x = cos t, y =

More information

Lecture 04. Curl and Divergence

Lecture 04. Curl and Divergence Lecture 04 Curl and Divergence UCF Curl of Vector Field (1) F c d l F C Curl (or rotor) of a vector field a n curlf F d l lim c s s 0 F s a n C a n : normal direction of s follow right-hand rule UCF Curl

More information

Differentiation 1 concepts

Differentiation 1 concepts Differentiation concepts J A Rossiter Introduction The first video introduces the concept of differentiation. What does it mean to differentiate? What is a derivative? What notation is used for differentiation?

More information

Math Divergence and Curl

Math Divergence and Curl Math 23 - Divergence and Curl Peter A. Perry University of Kentucky November 3, 28 Homework Work on Stewart problems for 6.5: - (odd), 2, 3-7 (odd), 2, 23, 25 Finish Homework D2 due tonight Begin Homework

More information

Lecture II: Vector and Multivariate Calculus

Lecture II: Vector and Multivariate Calculus Lecture II: Vector and Multivariate Calculus Dot Product a, b R ' ', a ( b = +,- a + ( b + R. a ( b = a b cos θ. θ convex angle between the vectors. Squared norm of vector: a 3 = a ( a. Alternative notation:

More information

6.6 General Form of the Equation for a Linear Relation

6.6 General Form of the Equation for a Linear Relation 6.6 General Form of the Equation for a Linear Relation FOCUS Relate the graph of a line to its equation in general form. We can write an equation in different forms. y 0 6 5 y 10 = 0 An equation for this

More information

5.3 Definite Integrals and Antiderivatives

5.3 Definite Integrals and Antiderivatives 5.3 Definite Integrals and Antiderivatives Objective SWBAT use properties of definite integrals, average value of a function, mean value theorem for definite integrals, and connect differential and integral

More information

Vector Calculus handout

Vector Calculus handout Vector Calculus handout The Fundamental Theorem of Line Integrals Theorem 1 (The Fundamental Theorem of Line Integrals). Let C be a smooth curve given by a vector function r(t), where a t b, and let f

More information

Contents. MATH 32B-2 (18W) (L) G. Liu / (TA) A. Zhou Calculus of Several Variables. 1 Multiple Integrals 3. 2 Vector Fields 9

Contents. MATH 32B-2 (18W) (L) G. Liu / (TA) A. Zhou Calculus of Several Variables. 1 Multiple Integrals 3. 2 Vector Fields 9 MATH 32B-2 (8W) (L) G. Liu / (TA) A. Zhou Calculus of Several Variables Contents Multiple Integrals 3 2 Vector Fields 9 3 Line and Surface Integrals 5 4 The Classical Integral Theorems 9 MATH 32B-2 (8W)

More information

MATH 2203 Exam 3 Version 2 Solutions Instructions mathematical correctness clarity of presentation complete sentences

MATH 2203 Exam 3 Version 2 Solutions Instructions mathematical correctness clarity of presentation complete sentences MATH 2203 Exam 3 (Version 2) Solutions March 6, 2015 S. F. Ellermeyer Name Instructions. Your work on this exam will be graded according to two criteria: mathematical correctness and clarity of presentation.

More information

CURRENT MATERIAL: Vector Calculus.

CURRENT MATERIAL: Vector Calculus. Math 275, section 002 (Ultman) Spring 2012 FINAL EXAM REVIEW The final exam will be held on Wednesday 9 May from 8:00 10:00am in our regular classroom. You will be allowed both sides of two 8.5 11 sheets

More information

Math 234 Final Exam (with answers) Spring 2017

Math 234 Final Exam (with answers) Spring 2017 Math 234 Final Exam (with answers) pring 217 1. onsider the points A = (1, 2, 3), B = (1, 2, 2), and = (2, 1, 4). (a) [6 points] Find the area of the triangle formed by A, B, and. olution: One way to solve

More information

Integration in the Complex Plane (Zill & Wright Chapter 18)

Integration in the Complex Plane (Zill & Wright Chapter 18) Integration in the omplex Plane Zill & Wright hapter 18) 116-4-: omplex Variables Fall 11 ontents 1 ontour Integrals 1.1 Definition and Properties............................. 1. Evaluation.....................................

More information

Solutions to Math 41 Final Exam December 9, 2013

Solutions to Math 41 Final Exam December 9, 2013 Solutions to Math 4 Final Eam December 9,. points In each part below, use the method of your choice, but show the steps in your computations. a Find f if: f = arctane csc 5 + log 5 points Using the Chain

More information

Multivariable Calculus

Multivariable Calculus 2 Multivariable Calculus 2.1 Limits and Continuity Problem 2.1.1 (Fa94) Let the function f : R n R n satisfy the following two conditions: (i) f (K ) is compact whenever K is a compact subset of R n. (ii)

More information

Worksheet Week 7 Section

Worksheet Week 7 Section Worksheet Week 7 Section 8.. 8.4. This worksheet is for improvement of your mathematical writing skill. Writing using correct mathematical epression and steps is really important part of doing math. Please

More information

Ma 1c Practical - Solutions to Homework Set 7

Ma 1c Practical - Solutions to Homework Set 7 Ma 1c Practical - olutions to omework et 7 All exercises are from the Vector Calculus text, Marsden and Tromba (Fifth Edition) Exercise 7.4.. Find the area of the portion of the unit sphere that is cut

More information

Summary for Vector Calculus and Complex Calculus (Math 321) By Lei Li

Summary for Vector Calculus and Complex Calculus (Math 321) By Lei Li Summary for Vector alculus and omplex alculus (Math 321) By Lei Li 1 Vector alculus 1.1 Parametrization urves, surfaces, or volumes can be parametrized. Below, I ll talk about 3D case. Suppose we use e

More information

+ f f n x n. + (x)

+ f f n x n. + (x) Math 255 - Vector Calculus II Notes 14.5 Divergence, (Grad) and Curl For a vector field in R n, that is F = f 1, f 2,..., f n, where f i is a function of x 1, x 2,..., x n, the divergence is div(f) = f

More information

Physics 6303 Lecture 3 August 27, 2018

Physics 6303 Lecture 3 August 27, 2018 Physics 6303 Lecture 3 August 27, 208 LAST TIME: Vector operators, divergence, curl, examples of line integrals and surface integrals, divergence theorem, Stokes theorem, index notation, Kronecker delta,

More information

The Divergence Theorem Stokes Theorem Applications of Vector Calculus. Calculus. Vector Calculus (III)

The Divergence Theorem Stokes Theorem Applications of Vector Calculus. Calculus. Vector Calculus (III) Calculus Vector Calculus (III) Outline 1 The Divergence Theorem 2 Stokes Theorem 3 Applications of Vector Calculus The Divergence Theorem (I) Recall that at the end of section 12.5, we had rewritten Green

More information

Mathematical Preliminaries

Mathematical Preliminaries Mathematical Preliminaries Introductory Course on Multiphysics Modelling TOMAZ G. ZIELIŃKI bluebox.ippt.pan.pl/ tzielins/ Table of Contents Vectors, tensors, and index notation. Generalization of the concept

More information

Vector Analysis. Electromagnetic Theory PHYS 401. Fall 2017

Vector Analysis. Electromagnetic Theory PHYS 401. Fall 2017 Vector Analysis Electromagnetic Theory PHYS 401 Fall 2017 1 Vector Analysis Vector analysis is a mathematical formalism with which EM concepts are most conveniently expressed and best comprehended. Many

More information

Introduction to Vector Calculus (29) SOLVED EXAMPLES. (d) B. C A. (f) a unit vector perpendicular to both B. = ˆ 2k = = 8 = = 8

Introduction to Vector Calculus (29) SOLVED EXAMPLES. (d) B. C A. (f) a unit vector perpendicular to both B. = ˆ 2k = = 8 = = 8 Introduction to Vector Calculus (9) SOLVED EXAMPLES Q. If vector A i ˆ ˆj k, ˆ B i ˆ ˆj, C i ˆ 3j ˆ kˆ (a) A B (e) A B C (g) Solution: (b) A B (c) A. B C (d) B. C A then find (f) a unit vector perpendicular

More information

Multivariable Calculus

Multivariable Calculus Multivariable Calculus In thermodynamics, we will frequently deal with functions of more than one variable e.g., P PT, V, n, U UT, V, n, U UT, P, n U = energy n = # moles etensive variable: depends on

More information

Chapter 2 Solutions of Equations of One Variable

Chapter 2 Solutions of Equations of One Variable Chapter 2 Solutions of Equations of One Variable 2.1 Bisection Method In this chapter we consider one of the most basic problems of numerical approximation, the root-finding problem. This process involves

More information

16.2. Line Integrals

16.2. Line Integrals 16. Line Integrals Review of line integrals: Work integral Rules: Fdr F d r = Mdx Ndy Pdz FT r'( t) ds r t since d '(s) and hence d ds '( ) r T r r ds T = Fr '( t) dt since r r'( ) dr d dt t dt dt does

More information

n=0 ( 1)n /(n + 1) converges, but not

n=0 ( 1)n /(n + 1) converges, but not Math 07H Topics for the third exam (and beyond) (Technically, everything covered on the first two exams plus...) Absolute convergence and alternating series A series a n converges absolutely if a n converges.

More information

Linear Algebra Review (Course Notes for Math 308H - Spring 2016)

Linear Algebra Review (Course Notes for Math 308H - Spring 2016) Linear Algebra Review (Course Notes for Math 308H - Spring 2016) Dr. Michael S. Pilant February 12, 2016 1 Background: We begin with one of the most fundamental notions in R 2, distance. Letting (x 1,

More information

Vector Fields and Line Integrals The Fundamental Theorem for Line Integrals

Vector Fields and Line Integrals The Fundamental Theorem for Line Integrals Math 280 Calculus III Chapter 16 Sections: 16.1, 16.2 16.3 16.4 16.5 Topics: Vector Fields and Line Integrals The Fundamental Theorem for Line Integrals Green s Theorem Curl and Divergence Section 16.1

More information

is the curve of intersection of the plane y z 2 and the cylinder x oriented counterclockwise when viewed from above.

is the curve of intersection of the plane y z 2 and the cylinder x oriented counterclockwise when viewed from above. The questions below are representative or actual questions that have appeared on final eams in Math from pring 009 to present. The questions below are in no particular order. There are tpicall 10 questions

More information

Answer Key 1973 BC 1969 BC 24. A 14. A 24. C 25. A 26. C 27. C 28. D 29. C 30. D 31. C 13. C 12. D 12. E 3. A 32. B 27. E 34. C 14. D 25. B 26.

Answer Key 1973 BC 1969 BC 24. A 14. A 24. C 25. A 26. C 27. C 28. D 29. C 30. D 31. C 13. C 12. D 12. E 3. A 32. B 27. E 34. C 14. D 25. B 26. Answer Key 969 BC 97 BC. C. E. B. D 5. E 6. B 7. D 8. C 9. D. A. B. E. C. D 5. B 6. B 7. B 8. E 9. C. A. B. E. D. C 5. A 6. C 7. C 8. D 9. C. D. C. B. A. D 5. A 6. B 7. D 8. A 9. D. E. D. B. E. E 5. E.

More information

Continuity. To handle complicated functions, particularly those for which we have a reasonable formula or formulas, we need a more precise definition.

Continuity. To handle complicated functions, particularly those for which we have a reasonable formula or formulas, we need a more precise definition. Continuity Intuitively, a function is continuous if its graph can be traced on paper in one motion without lifting the pencil from the paper. Thus the graph has no tears or holes. To handle complicated

More information

MATH 2433 Homework 1

MATH 2433 Homework 1 MATH 433 Homework 1 1. The sequence (a i ) is defined recursively by a 1 = 4 a i+1 = 3a i find a closed formula for a i in terms of i.. In class we showed that the Fibonacci sequence (a i ) defined by

More information

EE2007: Engineering Mathematics II Vector Calculus

EE2007: Engineering Mathematics II Vector Calculus EE2007: Engineering Mathematics II Vector Calculus Ling KV School of EEE, NTU ekvling@ntu.edu.sg Rm: S2-B2a-22 Ver: August 28, 2010 Ver 1.6: Martin Adams, Sep 2009 Ver 1.5: Martin Adams, August 2008 Ver

More information

MAC2313 Final A. (5 pts) 1. How many of the following are necessarily true? i. The vector field F = 2x + 3y, 3x 5y is conservative.

MAC2313 Final A. (5 pts) 1. How many of the following are necessarily true? i. The vector field F = 2x + 3y, 3x 5y is conservative. MAC2313 Final A (5 pts) 1. How many of the following are necessarily true? i. The vector field F = 2x + 3y, 3x 5y is conservative. ii. The vector field F = 5(x 2 + y 2 ) 3/2 x, y is radial. iii. All constant

More information

Math 350 Solutions for Final Exam Page 1. Problem 1. (10 points) (a) Compute the line integral. F ds C. z dx + y dy + x dz C

Math 350 Solutions for Final Exam Page 1. Problem 1. (10 points) (a) Compute the line integral. F ds C. z dx + y dy + x dz C Math 35 Solutions for Final Exam Page Problem. ( points) (a) ompute the line integral F ds for the path c(t) = (t 2, t 3, t) with t and the vector field F (x, y, z) = xi + zj + xk. (b) ompute the line

More information

18.02 Review Jeremy Orloff. 1 Review of multivariable calculus (18.02) constructs

18.02 Review Jeremy Orloff. 1 Review of multivariable calculus (18.02) constructs 18.02 eview Jerem Orloff 1 eview of multivariable calculus (18.02) constructs 1.1 Introduction These notes are a terse summar of what we ll need from multivariable calculus. If, after reading these, some

More information

Econ Lecture 14. Outline

Econ Lecture 14. Outline Econ 204 2010 Lecture 14 Outline 1. Differential Equations and Solutions 2. Existence and Uniqueness of Solutions 3. Autonomous Differential Equations 4. Complex Exponentials 5. Linear Differential Equations

More information

Gradient and Directional Derivatives October 2013

Gradient and Directional Derivatives October 2013 Gradient and Directional Derivatives 14.5 07 October 2013 function of one variable: makes sense to talk about the rate of change function of several variables: rate of change depends on direction slope

More information

Solutions for the Practice Final - Math 23B, 2016

Solutions for the Practice Final - Math 23B, 2016 olutions for the Practice Final - Math B, 6 a. True. The area of a surface is given by the expression d, and since we have a parametrization φ x, y x, y, f x, y with φ, this expands as d T x T y da xy

More information

MATHEMATICS 317 December 2010 Final Exam Solutions

MATHEMATICS 317 December 2010 Final Exam Solutions MATHEMATI 317 December 1 Final Eam olutions 1. Let r(t) = ( 3 cos t, 3 sin t, 4t ) be the position vector of a particle as a function of time t. (a) Find the velocity of the particle as a function of time

More information

MAT 211 Final Exam. Spring Jennings. Show your work!

MAT 211 Final Exam. Spring Jennings. Show your work! MAT 211 Final Exam. pring 215. Jennings. how your work! Hessian D = f xx f yy (f xy ) 2 (for optimization). Polar coordinates x = r cos(θ), y = r sin(θ), da = r dr dθ. ylindrical coordinates x = r cos(θ),

More information

The Definite Integral. Day 5 The Fundamental Theorem of Calculus (Evaluative Part)

The Definite Integral. Day 5 The Fundamental Theorem of Calculus (Evaluative Part) The Definite Integral Day 5 The Fundamental Theorem of Calculus (Evaluative Part) Practice with Properties of Integrals 5 Given f d 5 f d 3. 0 5 5. 0 5 5 3. 0 0. 5 f d 0 f d f d f d - 0 8 5 F 3 t dt

More information

M273Q Multivariable Calculus Spring 2017 Review Problems for Exam 3

M273Q Multivariable Calculus Spring 2017 Review Problems for Exam 3 M7Q Multivariable alculus Spring 7 Review Problems for Exam Exam covers material from Sections 5.-5.4 and 6.-6. and 7.. As you prepare, note well that the Fall 6 Exam posted online did not cover exactly

More information

Math 212-Lecture 20. P dx + Qdy = (Q x P y )da. C

Math 212-Lecture 20. P dx + Qdy = (Q x P y )da. C 15. Green s theorem Math 212-Lecture 2 A simple closed curve in plane is one curve, r(t) : t [a, b] such that r(a) = r(b), and there are no other intersections. The positive orientation is counterclockwise.

More information

Mathematics for Physical Sciences III

Mathematics for Physical Sciences III Mathematics for Physical Sciences III Change of lecturer: First 4 weeks: myself again! Remaining 8 weeks: Dr Stephen O Sullivan Continuous Assessment Test Date to be announced (probably Week 7 or 8) -

More information

MATH 131A: REAL ANALYSIS (BIG IDEAS)

MATH 131A: REAL ANALYSIS (BIG IDEAS) MATH 131A: REAL ANALYSIS (BIG IDEAS) Theorem 1 (The Triangle Inequality). For all x, y R we have x + y x + y. Proposition 2 (The Archimedean property). For each x R there exists an n N such that n > x.

More information

is the two-dimensional curl of the vector field F = P, Q. Suppose D is described by a x b and f(x) y g(x) (aka a type I region).

is the two-dimensional curl of the vector field F = P, Q. Suppose D is described by a x b and f(x) y g(x) (aka a type I region). Math 55 - Vector alculus II Notes 4.4 Green s Theorem We begin with Green s Theorem: Let be a positivel oriented (parameterized counterclockwise) piecewise smooth closed simple curve in R and be the region

More information

1. Find A and B so that f x Axe Bx. has a local minimum of 6 when. x 2.

1. Find A and B so that f x Axe Bx. has a local minimum of 6 when. x 2. . Find A and B so that f Ae B has a local minimum of 6 when.. The graph below is the graph of f, the derivative of f; The domain of the derivative is 5 6. Note there is a cusp when =, a horizontal tangent

More information