(You may need to make a sin / cos-type trigonometric substitution.) Solution.

Size: px
Start display at page:

Download "(You may need to make a sin / cos-type trigonometric substitution.) Solution."

Transcription

1 MTHE 7 Problem Set Solutions. As a reminder, a torus with radii a and b is the surface of revolution of the circle (x b) + z = a in the xz-plane about the z-axis (a and b are positive real numbers, with b > a). (For two pictures of a torus, see the last page of this problem set.) (a) Find a function f(r, θ, z) and a constant c R so that the equation f(r, θ, z) = c in cylindrical coordinates describes the torus with radii a and b. (b) Set up two triple integrals in cylindrical coordinates for the volume of the solid torus (the three-dimensional region bounded by a torus) with radii a and b : one with order of integration dr dz dθ and the other with order of integration dz dr dθ. (c) Check that the volume of the solid torus is equal to (πa )(b) = a b. (It is only necessary to integrate using one of the orders of part (b).) Solution. (You may need to make a sin / cos-type trigonometric substitution.) (a) As discussed briefly in class, to find the equation of a surface of revolution of the curve described by f(x, z) = c in the xz-plane about the z-axis, we can simply replace x by r. Roughly speaking, the reason is that the cross-sections of a surface of revolution by half-planes described by θ = θ all look like the original curve, with r playing the role of the x-coordinate. Applying this principle, (r b) + z = a describes the torus with radii a and b (so, take f(r, θ, z) = (r b) + z and c = a ). Notice that (x b) + z = a describes a cylinder in R, so converting to cylindrical coordinates using x = r cos(θ), y = r sin(θ), z = z, we would obtain the equation of a cylinder in cylindrical coordinates and not a torus. (b) A cross section of the torus by any half-plane described by θ = θ is a circle of radius a centered at (b, ). z (b, ) r Order dr dz dθ: Fixing θ, we have a cross-section as described above. Fixing z, we can solve (r b) + z = a to see that r goes between b a z and b + a z. Then, z ranges between a and a, and θ ranges between and. So the integral is a b+ a z a b a z r dr dz dθ.

2 Order dz dr dθ: Fixing θ, we have a cross-section as above. Fixing r, solve (r b) +z = a to see that z goes from a (r b) to a (r b). Then, r ranges from b a to b + a, and θ ranges between and. The integral is (c) Order dr dz dθ: We have a b+ a z a b a z b a b+a r dr dz dθ = = a (r b) r dz dr dθ. a (r b) a a a a (b + a z ) (b a z ) dz dθ b a z dz dθ. Make the substitution z = a sin(t), dz = a cos(t)dt. Then a z = a ( sin (t)) = a cos (t). As t ranges from π/ to π/, z ranges from a to a. So, Finally, a a as claimed. b a z dz = Order dz dr dθ: We have b a b+a a (r b) a a π/ π/ r dz dr dθ = a (r b) b a cos(t) a cos(t) dt = a b b a z dz dθ = = b a b a b+a b+a π/ π/ a bπ dθ = a b, cos (t) dt = a bπ. r ( a (r b) ( a (r b) )) dr dθ r a (r b) dr dθ. Now, make the substitution r b = a cos(t), and proceed as in the previous part.. Find the volume of the region bounded by the surface z = x /4, and the three planes y =, y = l and z = H in R, as a function of l and H. Solution. The cross-sections of the surface by plane parallel to the xz-plane are identical, which suggests taking the order of integration dz dx dy. The cross-sections look like

3 z z = x /4 z = H x The parabola z = x /4 intersects the line z = H when x /4 = H, or x = ± H. The required volume is equal to l H H H x /4 dz dx dy = = = l H H l l [Hx x ] H x dx dy 4 H H dy 4H / 8H/ ( 8H / ) = H / l (4 4 ) = 8 H/ l dy. Imagine a pool of still fluid (in other words, the fluid is static and in equilibrium). Let h denote the vertical coordinate, measured down from the surface of the fluid, and let x and y denote the usual Cartesian coordinates. As you likely know, if the fluid is incompressible (this is true of water, to a good approximation), the pressure exerted by the fluid varies as p(h, y, z) = δgh, where δ is the density of the fluid (assumed uniform), and g is the gravitational constant. Because of the pressure difference at different heights, a region submerged in the fluid will have a net upward force on it, called the buoyant force, which may be computed as follows. Let S be a closed (smooth, orientable) surface submerged in the fluid, bounding a region R, and choose inward pointing normals. A small piece of S around the point (x, y, h) with area A will have a force directed perpendicular to it and equal in magnitude (to a good approximation) to p(x, y, h) A (this is just the definition of pressure). To find its component directed up, we can compute the dot product e h ((p(x, y, h) A) ˆN(x, y, h)) = ( δgh e h ) ˆN(x, y, h) A Instructor s note: On the other hand, if you do not know why, and are curious why, ask me!

4 (the negative sign before e h is necessary because of the convention that h points down). Defining the vector field B(x, y, h) = (,, δgh) = δgh e h, and taking A, the buoyant force on S is therefore equal to the integral Buoyant Force = S B ˆN ds = S B ds. (d) Prove the following theorem, applying the divergence theorem: Theorem (Archimedes). The buoyant force on S is equal to the weight of the fluid displaced by S. (Take care with the orientation of ˆN. In the statement, weight is the product of mass and the gravitational constant g.) (e) Justify using (b): If R is a region of uniform density d placed in the pool, it will rise if d < δ and sink if d > δ. Optional Problem. Let R be a ship modeled as a solid of the kind looked at in Problem, of mass, 8, kg, length l = m and height H = m. Take the fluid to be water (so, with density δ =, kg/m ). When the ship is floating at the surface of the water, where will the water level be (measured from the bottom of the ship)? Solution. (a) One clarifying remark that should be made is that the flux integral S B ds, being a number, only captures the coefficient of the buoyant force along e h (or, in other words, along e z the force points up when the integral is positive). Treating (x, y, h)-coordinates as usual Cartesian coordinates, the divergence of B is div B = δg. This is a little subtle. It should be pointed out that in more general coordinate systems the expression for the divergence in terms of the components of a vector field may not be as simple. For instance, the general expression for the divergence in cylindrical coordinates is (rf r ) + F θ r r r θ + F z z. This is different from F r r + F θ θ + F z, the expression which may be one s first guess. z The key is that the direction vectors in (x, y, h)-coordinates are constant, just as they are for Cartesian coordinates. 4

5 Because we chose inward-pointing normals in the derivation of the flux integral for the buoyant force, and the divergence theorem applies for outward-pointing normals, we need to introduce a negative sign in applying the divergence theorem. Therefore, S B ds = R div B dv = ( R δg dv ) = g R δ dv, and the integral R δ dv is exactly equal to the mass of water displaced by R (or, as loosely put in the problem statement, by S), hence g R δ dv is the total weight displaced by R. (b) (Of course, we are assuming the only forces acting on R are gravity and the buoyant force due to the fluid!) The force of gravity on the region R is equal to its weight directed along e h, or g R d dv e h ; the buoyant force on R is equal to the weight of the fluid displaced by R directed along e h, or g R δ dv e h. The net force on R is therefore equal to (g(δ d) R dv ) ( e h ) = (g(δ d) R dv ) e z. The net force is directed along e z when δ > d and along e z when δ < d, hence the region will rise in the first case and sink in the second. Solution of the Optional Problem. The magnitude of the buoyant force will be equal (by part (a)) to the weight of water displaced by the submerged part of the ship. If χ denotes the water level (meaning the height from the bottom of the ship to the surface of the water), then the volume displaced by the submerged part is equal to (by Problem ) 8 χ/. The buoyant force on the ship due to the submerged part is then g 8 χ / = 8, g χ /. On the other hand, the force of gravity on the ship is equal to g, 8, (pointing down). When the ship floats, the net force should be zero, so Solving for χ, we obtain 8, g χ / =, 8, g. /, 8, χ = ( 8, ) = 7/ = m. / / 5

6 4. Let R be the region x + y 9, z in R, and let S be its boundary surface, oriented outward from R. Let F be the vector field F(x, y, z) = (x, xy, xyz). (a) Sketch R. Notice that the boundary surface S splits into four pieces. (b) Compute the flux integral S F ds directly, by parametrizing each of the four pieces and computing the flux of F across each. (c) Compute div F, and compute the triple integral R div F dv directly. should be equal to that of part (b) by the divergence theorem. The answer Solution. (a) The region is a cylinder of radius and height, with a smaller coaxial cylinder of radius removed. There are four parts to the boundary: two annular disks on the top and bottom (taking the z-axis as the vertical), and an inner and outer wall. (b) We are asked to set up and compute flux integrals through four pieces of the boundary R. First piece: The top disk of R, oriented upwards (that is, along the e z direction). We can parametrize as (u, v) (u cos(v), u sin(v), ), u [, ], v [, ]. We find the normal T u = (cos(v), sin(v), ), T v = ( u sin(v), u cos(v), ), T u T v = det This points upward, as needed. = (,, u). e x e y e z cos(v) sin(v) u sin(v) u cos(v) 6

7 Now, to compute the flux, So that F(σ(u, v)) = (u cos(v), u cos(v) sin (v), u cos(v) sin(v)), F(σ(u, v)) N(u, v) = + + u cos(v) sin(v). top disk F ds = = =. u cos(v) sin(v) dv du [u sin (v)] Second piece: The bottom disk of R, oriented downwards (along e z ). We can parametrize as du (u, v) (u cos(v), u sin(v), ), u [, ], v [, ]. Because the tangent vectors T u and T v are the same as the top disk, we obtain the normal N(u, v) = (,, u). Since we need to choose the downward normal, however, we take N(u, v) = (,, u). To compute the flux, F(σ(u, v)) = (u cos(v), u cos(v) sin (v), ), F(σ(u, v)) N(u, v) = + + =. Therefore, bottom disk F ds =. Third piece: The outer cylinder wall, oriented outward. Can parametrize as We find the normal This points outward, as needed. (u, v) ( cos(u), sin(u), v), u [, ], v [, ]. T u = ( sin(u), cos(u), ) T v = (,, ) e x e y e z T u T v = det sin(u) cos(u) = ( cos(u), sin(u), ). 7

8 Computing the flux, So that F(σ(u, v)) = (6 cos(u), 7 cos(u) sin (u), v cos(u) sin(u)) F(σ(u, v)) N(u, v) = 8 cos (u) + 8 cos(u) sin (u) +. outer wall F ds = = = 6π. 8 cos (u) + 8 cos(u) sin (u) du dv 8π + 8 [ 4 sin4 (u)] Four piece: The inner cylinder wall, oriented inward. Can parametrize as For the normal, (u, v) (cos(u), sin(u), v), u [, ], v [, ]. T u = ( sin(u), cos(u), ), T v = (,, ), dv e x e y e z T u T v = det sin(u) cos(u) = (cos(u), sin(u), ). This points outward, so for the inner-pointing normal we take N = ( cos(u), sin(u), ). We have The flux integral is F(σ(u, v)) = ( cos(u), cos(u) sin (u), v cos(u) sin(u)), F(σ(u, v)) N(u, v) = cos (u) cos(u) sin (u) +. inner wall F ds = So that, putting it all together, = = 4π. cos (u) cos(u) sin (u) du dv [ 4 sin4 (u)] dv R F ds = + + 6π 4π =. 8

9 (c) We have div F = x (x) + y (xy ) + (xyz) = + xy + xy = + xy. z To integrate over R, it is convenient to switch to cylindrical coordinates. The integrand is + (r cos(θ))(r sin(θ)) = + r cos(θ) sin(θ) and R is described by the inequalities r, θ, z. Because of the cos(θ) sin(θ) term, it turns out to be good to integrate with respect to θ first. so we find that ( + r cos(θ) sin(θ)) r dθ dz dr = verifying the divergence theorem. = = = [r + r sin (θ)] dz dr 4πr + dzdr [4πrz] dr 8πr dr = [4πr ] =, R F ds = R div(f) dv =, We could have also argued that the integral of xy over R must vanish by symmetry. 5. As a reminder, spherical coordinates on R are given by the following map D R (x,y,z) : where x(ρ, θ, φ) = ρ cos(θ) sin(φ), y(ρ, θ, φ) = ρ sin(θ) sin(φ), z(ρ, θ, φ) = ρ cos(φ), D = {(ρ, θ, φ) R ρ, θ, φ π}. Check that (x, y, z) x/ ρ x/ θ x/ φ det (ρ, θ, φ) = det y/ ρ y/ θ y/ φ = ρ sin(φ), z/ ρ z/ θ z/ φ where denotes the absolute value. 9

10 Solution. We have (x, y, z) cos(θ) sin(φ) ρ sin(θ) sin(φ) ρ cos(θ) cos(φ) det (ρ, θ, φ) = det sin(θ) sin(φ) ρ cos(θ) sin(φ) ρ sin(θ) cos(φ) cos(φ) ρ sin(φ) Expanding along the bottom row, this is equal to ρ sin(θ) sin(φ) ρ cos(θ) cos(φ) sin(φ) ρ sin(θ) sin(φ) cos(φ) det ( ) + ( ρ sin(φ)) det (cos(θ) ρ cos(θ) sin(φ) ρ sin(θ) cos(φ) sin(θ) sin(φ) ρ cos(θ) sin(φ) ) = cos(φ) ( ρ sin (θ) sin(φ) cos(φ) ρ cos (θ) sin(φ) cos(φ)) ρ sin(φ) (ρ cos (θ) sin (φ) + ρ sin (θ) sin (φ)) = ρ sin(φ) cos (φ) ρ sin (φ) = ρ sin(φ) (cos (φ) + sin (φ)) = ρ sin(φ). Taking the absolute value, we see that x/ ρ x/ θ x/ φ det y/ ρ y/ θ y/ φ = ρ sin(φ). z/ ρ z/ θ z/ φ As mentioned in class, the minus sign shows up because of the choice of order of the spherical coordinates. We would have (x, y, z) det (ρ, φ, θ) = ρ sin(φ).

Math 20C Homework 2 Partial Solutions

Math 20C Homework 2 Partial Solutions Math 2C Homework 2 Partial Solutions Problem 1 (12.4.14). Calculate (j k) (j + k). Solution. The basic properties of the cross product are found in Theorem 2 of Section 12.4. From these properties, we

More information

MTHE 227 Problem Set 10 Solutions. (1 y2 +z 2., 0, 0), y 2 + z 2 < 4 0, Otherwise.

MTHE 227 Problem Set 10 Solutions. (1 y2 +z 2., 0, 0), y 2 + z 2 < 4 0, Otherwise. MTHE 7 Problem Set Solutions. (a) Sketch the cross-section of the (hollow) clinder + = in the -plane, as well as the vector field in this cross-section. ( +,, ), + < F(,, ) =, Otherwise. This is a simple

More information

Final exam (practice 1) UCLA: Math 32B, Spring 2018

Final exam (practice 1) UCLA: Math 32B, Spring 2018 Instructor: Noah White Date: Final exam (practice 1) UCLA: Math 32B, Spring 218 This exam has 7 questions, for a total of 8 points. Please print your working and answers neatly. Write your solutions in

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

f(p i )Area(T i ) F ( r(u, w) ) (r u r w ) da

f(p i )Area(T i ) F ( r(u, w) ) (r u r w ) da MAH 55 Flux integrals Fall 16 1. Review 1.1. Surface integrals. Let be a surface in R. Let f : R be a function defined on. efine f ds = f(p i Area( i lim mesh(p as a limit of Riemann sums over sampled-partitions.

More information

( ) ( ) ( ) ( ) Calculus III - Problem Drill 24: Stokes and Divergence Theorem

( ) ( ) ( ) ( ) Calculus III - Problem Drill 24: Stokes and Divergence Theorem alculus III - Problem Drill 4: tokes and Divergence Theorem Question No. 1 of 1 Instructions: (1) Read the problem and answer choices carefully () Work the problems on paper as needed () Pick the 1. Use

More information

The Divergence Theorem

The Divergence Theorem Math 1a The Divergence Theorem 1. Parameterize the boundary of each of the following with positive orientation. (a) The solid x + 4y + 9z 36. (b) The solid x + y z 9. (c) The solid consisting of all points

More information

Multiple Choice. Compute the Jacobian, (u, v), of the coordinate transformation x = u2 v 4, y = uv. (a) 2u 2 + 4v 4 (b) xu yv (c) 3u 2 + 7v 6

Multiple Choice. Compute the Jacobian, (u, v), of the coordinate transformation x = u2 v 4, y = uv. (a) 2u 2 + 4v 4 (b) xu yv (c) 3u 2 + 7v 6 .(5pts) y = uv. ompute the Jacobian, Multiple hoice (x, y) (u, v), of the coordinate transformation x = u v 4, (a) u + 4v 4 (b) xu yv (c) u + 7v 6 (d) u (e) u v uv 4 Solution. u v 4v u = u + 4v 4..(5pts)

More information

MATHS 267 Answers to Stokes Practice Dr. Jones

MATHS 267 Answers to Stokes Practice Dr. Jones MATH 267 Answers to tokes Practice Dr. Jones 1. Calculate the flux F d where is the hemisphere x2 + y 2 + z 2 1, z > and F (xz + e y2, yz, z 2 + 1). Note: the surface is open (doesn t include any of the

More information

In general, the formula is S f ds = D f(φ(u, v)) Φ u Φ v da. To compute surface area, we choose f = 1. We compute

In general, the formula is S f ds = D f(φ(u, v)) Φ u Φ v da. To compute surface area, we choose f = 1. We compute alculus III Test 3 ample Problem Answers/olutions 1. Express the area of the surface Φ(u, v) u cosv, u sinv, 2v, with domain u 1, v 2π, as a double integral in u and v. o not evaluate the integral. In

More information

x + ye z2 + ze y2, y + xe z2 + ze x2, z and where T is the

x + ye z2 + ze y2, y + xe z2 + ze x2, z and where T is the 1.(8pts) Find F ds where F = x + ye z + ze y, y + xe z + ze x, z and where T is the T surface in the pictures. (The two pictures are two views of the same surface.) The boundary of T is the unit circle

More information

Note: Each problem is worth 14 points except numbers 5 and 6 which are 15 points. = 3 2

Note: Each problem is worth 14 points except numbers 5 and 6 which are 15 points. = 3 2 Math Prelim II Solutions Spring Note: Each problem is worth points except numbers 5 and 6 which are 5 points. x. Compute x da where is the region in the second quadrant between the + y circles x + y and

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

Green s, Divergence, Stokes: Statements and First Applications

Green s, Divergence, Stokes: Statements and First Applications Math 425 Notes 12: Green s, Divergence, tokes: tatements and First Applications The Theorems Theorem 1 (Divergence (planar version)). Let F be a vector field in the plane. Let be a nice region of the plane

More information

SOLUTIONS TO THE FINAL EXAM. December 14, 2010, 9:00am-12:00 (3 hours)

SOLUTIONS TO THE FINAL EXAM. December 14, 2010, 9:00am-12:00 (3 hours) SOLUTIONS TO THE 18.02 FINAL EXAM BJORN POONEN December 14, 2010, 9:00am-12:00 (3 hours) 1) For each of (a)-(e) below: If the statement is true, write TRUE. If the statement is false, write FALSE. (Please

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

53. Flux Integrals. Here, R is the region over which the double integral is evaluated.

53. Flux Integrals. Here, R is the region over which the double integral is evaluated. 53. Flux Integrals Let be an orientable surface within 3. An orientable surface, roughly speaking, is one with two distinct sides. At any point on an orientable surface, there exists two normal vectors,

More information

One side of each sheet is blank and may be used as scratch paper.

One side of each sheet is blank and may be used as scratch paper. Math 244 Spring 2017 (Practice) Final 5/11/2017 Time Limit: 2 hours Name: No calculators or notes are allowed. One side of each sheet is blank and may be used as scratch paper. heck your answers whenever

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

Review problems for the final exam Calculus III Fall 2003

Review problems for the final exam Calculus III Fall 2003 Review problems for the final exam alculus III Fall 2003 1. Perform the operations indicated with F (t) = 2t ı 5 j + t 2 k, G(t) = (1 t) ı + 1 t k, H(t) = sin(t) ı + e t j a) F (t) G(t) b) F (t) [ H(t)

More information

7a3 2. (c) πa 3 (d) πa 3 (e) πa3

7a3 2. (c) πa 3 (d) πa 3 (e) πa3 1.(6pts) Find the integral x, y, z d S where H is the part of the upper hemisphere of H x 2 + y 2 + z 2 = a 2 above the plane z = a and the normal points up. ( 2 π ) Useful Facts: cos = 1 and ds = ±a sin

More information

Math 23b Practice Final Summer 2011

Math 23b Practice Final Summer 2011 Math 2b Practice Final Summer 211 1. (1 points) Sketch or describe the region of integration for 1 x y and interchange the order to dy dx dz. f(x, y, z) dz dy dx Solution. 1 1 x z z f(x, y, z) dy dx dz

More information

Math 234 Exam 3 Review Sheet

Math 234 Exam 3 Review Sheet Math 234 Exam 3 Review Sheet Jim Brunner LIST OF TOPIS TO KNOW Vector Fields lairaut s Theorem & onservative Vector Fields url Divergence Area & Volume Integrals Using oordinate Transforms hanging the

More information

Practice problems **********************************************************

Practice problems ********************************************************** Practice problems I will not test spherical and cylindrical coordinates explicitly but these two coordinates can be used in the problems when you evaluate triple integrals. 1. Set up the integral without

More information

ES.182A Topic 44 Notes Jeremy Orloff

ES.182A Topic 44 Notes Jeremy Orloff E.182A Topic 44 Notes Jeremy Orloff 44 urface integrals and flux Note: Much of these notes are taken directly from the upplementary Notes V8, V9 by Arthur Mattuck. urface integrals are another natural

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

( ) = x( u, v) i + y( u, v) j + z( u, v) k

( ) = x( u, v) i + y( u, v) j + z( u, v) k Math 8 ection 16.6 urface Integrals The relationship between surface integrals and surface area is much the same as the relationship between line integrals and arc length. uppose f is a function of three

More information

Ideas from Vector Calculus Kurt Bryan

Ideas from Vector Calculus Kurt Bryan Ideas from Vector Calculus Kurt Bryan Most of the facts I state below are for functions of two or three variables, but with noted exceptions all are true for functions of n variables..1 Tangent Line Approximation

More information

Solutions to Practice Exam 2

Solutions to Practice Exam 2 Solutions to Practice Eam Problem : For each of the following, set up (but do not evaluate) iterated integrals or quotients of iterated integral to give the indicated quantities: Problem a: The average

More information

Calculus III. Math 233 Spring Final exam May 3rd. Suggested solutions

Calculus III. Math 233 Spring Final exam May 3rd. Suggested solutions alculus III Math 33 pring 7 Final exam May 3rd. uggested solutions This exam contains twenty problems numbered 1 through. All problems are multiple choice problems, and each counts 5% of your total score.

More information

Problem Set 5 Math 213, Fall 2016

Problem Set 5 Math 213, Fall 2016 Problem Set 5 Math 213, Fall 216 Directions: Name: Show all your work. You are welcome and encouraged to use Mathematica, or similar software, to check your answers and aid in your understanding of the

More information

G G. G. x = u cos v, y = f(u), z = u sin v. H. x = u + v, y = v, z = u v. 1 + g 2 x + g 2 y du dv

G G. G. x = u cos v, y = f(u), z = u sin v. H. x = u + v, y = v, z = u v. 1 + g 2 x + g 2 y du dv 1. Matching. Fill in the appropriate letter. 1. ds for a surface z = g(x, y) A. r u r v du dv 2. ds for a surface r(u, v) B. r u r v du dv 3. ds for any surface C. G x G z, G y G z, 1 4. Unit normal N

More information

PRACTICE PROBLEMS. Please let me know if you find any mistakes in the text so that i can fix them. 1. Mixed partial derivatives.

PRACTICE PROBLEMS. Please let me know if you find any mistakes in the text so that i can fix them. 1. Mixed partial derivatives. PRACTICE PROBLEMS Please let me know if you find any mistakes in the text so that i can fix them. 1.1. Let Show that f is C 1 and yet How is that possible? 1. Mixed partial derivatives f(x, y) = {xy x

More information

Math 233. Practice Problems Chapter 15. i j k

Math 233. Practice Problems Chapter 15. i j k Math 233. Practice Problems hapter 15 1. ompute the curl and divergence of the vector field F given by F (4 cos(x 2 ) 2y)i + (4 sin(y 2 ) + 6x)j + (6x 2 y 6x + 4e 3z )k olution: The curl of F is computed

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

Integrals in cylindrical, spherical coordinates (Sect. 15.7)

Integrals in cylindrical, spherical coordinates (Sect. 15.7) Integrals in clindrical, spherical coordinates (Sect. 15.7 Integration in spherical coordinates. Review: Clindrical coordinates. Spherical coordinates in space. Triple integral in spherical coordinates.

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

Final exam (practice 1) UCLA: Math 32B, Spring 2018

Final exam (practice 1) UCLA: Math 32B, Spring 2018 Instructor: Noah White Date: Final exam (practice 1) UCLA: Math 32B, Spring 2018 This exam has 7 questions, for a total of 80 points. Please print your working and answers neatly. Write your solutions

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

Page Problem Score Max Score a 8 12b a b 10 14c 6 6

Page Problem Score Max Score a 8 12b a b 10 14c 6 6 Fall 14 MTH 34 FINAL EXAM December 8, 14 Name: PID: Section: Instructor: DO NOT WRITE BELOW THIS LINE. Go to the next page. Page Problem Score Max Score 1 5 5 1 3 5 4 5 5 5 6 5 7 5 8 5 9 5 1 5 11 1 3 1a

More information

HOMEWORK SOLUTIONS MATH 1910 Sections 6.4, 6.5, 7.1 Fall 2016

HOMEWORK SOLUTIONS MATH 1910 Sections 6.4, 6.5, 7.1 Fall 2016 HOMEWORK SOLUTIONS MATH 9 Sections 6.4, 6.5, 7. Fall 6 Problem 6.4. Sketch the region enclosed by x = 4 y +, x = 4y, and y =. Use the Shell Method to calculate the volume of rotation about the x-axis SOLUTION.

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

MATH 52 FINAL EXAM SOLUTIONS

MATH 52 FINAL EXAM SOLUTIONS MAH 5 FINAL EXAM OLUION. (a) ketch the region R of integration in the following double integral. x xe y5 dy dx R = {(x, y) x, x y }. (b) Express the region R as an x-simple region. R = {(x, y) y, x y }

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

xy 2 e 2z dx dy dz = 8 3 (1 e 4 ) = 2.62 mc. 12 x2 y 3 e 2z 2 m 2 m 2 m Figure P4.1: Cube of Problem 4.1.

xy 2 e 2z dx dy dz = 8 3 (1 e 4 ) = 2.62 mc. 12 x2 y 3 e 2z 2 m 2 m 2 m Figure P4.1: Cube of Problem 4.1. Problem 4.1 A cube m on a side is located in the first octant in a Cartesian coordinate system, with one of its corners at the origin. Find the total charge contained in the cube if the charge density

More information

Practice problems ********************************************************** 1. Divergence, curl

Practice problems ********************************************************** 1. Divergence, curl Practice problems 1. Set up the integral without evaluation. The volume inside (x 1) 2 + y 2 + z 2 = 1, below z = 3r but above z = r. This problem is very tricky in cylindrical or Cartesian since we must

More information

Print Your Name: Your Section:

Print Your Name: Your Section: Print Your Name: Your Section: Mathematics 1c. Practice Final Solutions This exam has ten questions. J. Marsden You may take four hours; there is no credit for overtime work No aids (including notes, books,

More information

1. If the line l has symmetric equations. = y 3 = z+2 find a vector equation for the line l that contains the point (2, 1, 3) and is parallel to l.

1. If the line l has symmetric equations. = y 3 = z+2 find a vector equation for the line l that contains the point (2, 1, 3) and is parallel to l. . If the line l has symmetric equations MA 6 PRACTICE PROBLEMS x = y = z+ 7, find a vector equation for the line l that contains the point (,, ) and is parallel to l. r = ( + t) i t j + ( + 7t) k B. r

More information

14.7 The Divergence Theorem

14.7 The Divergence Theorem 14.7 The Divergence Theorem The divergence of a vector field is a derivative of a sort that measures the rate of flow per unit of volume at a point. A field where such flow doesn't occur is called 'divergence

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

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

Math 3435 Homework Set 11 Solutions 10 Points. x= 1,, is in the disk of radius 1 centered at origin

Math 3435 Homework Set 11 Solutions 10 Points. x= 1,, is in the disk of radius 1 centered at origin Math 45 Homework et olutions Points. ( pts) The integral is, x + z y d = x + + z da 8 6 6 where is = x + z 8 x + z = 4 o, is the disk of radius centered on the origin. onverting to polar coordinates then

More information

Figure 21:The polar and Cartesian coordinate systems.

Figure 21:The polar and Cartesian coordinate systems. Figure 21:The polar and Cartesian coordinate systems. Coordinate systems in R There are three standard coordinate systems which are used to describe points in -dimensional space. These coordinate systems

More information

Page Points Score Total: 210. No more than 200 points may be earned on the exam.

Page Points Score Total: 210. No more than 200 points may be earned on the exam. Name: PID: Section: Recitation Instructor: DO NOT WRITE BELOW THIS LINE. GO ON TO THE NEXT PAGE. Page Points Score 3 18 4 18 5 18 6 18 7 18 8 18 9 18 10 21 11 21 12 21 13 21 Total: 210 No more than 200

More information

36. Double Integration over Non-Rectangular Regions of Type II

36. Double Integration over Non-Rectangular Regions of Type II 36. Double Integration over Non-Rectangular Regions of Type II When establishing the bounds of a double integral, visualize an arrow initially in the positive x direction or the positive y direction. A

More information

ES.182A Topic 46 Notes Jeremy Orloff. 46 Extensions and applications of the divergence theorem

ES.182A Topic 46 Notes Jeremy Orloff. 46 Extensions and applications of the divergence theorem E.182A Topic 46 Notes Jeremy Orloff 46 Extensions and applications of the divergence theorem 46.1 el Notation There is a nice notation that captures the essence of grad, div and curl. The del operator

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

Gauss s Law & Potential

Gauss s Law & Potential Gauss s Law & Potential Lecture 7: Electromagnetic Theory Professor D. K. Ghosh, Physics Department, I.I.T., Bombay Flux of an Electric Field : In this lecture we introduce Gauss s law which happens to

More information

Math 31CH - Spring Final Exam

Math 31CH - Spring Final Exam Math 3H - Spring 24 - Final Exam Problem. The parabolic cylinder y = x 2 (aligned along the z-axis) is cut by the planes y =, z = and z = y. Find the volume of the solid thus obtained. Solution:We calculate

More information

MATH 280 Multivariate Calculus Fall Integrating a vector field over a curve

MATH 280 Multivariate Calculus Fall Integrating a vector field over a curve MATH 280 Multivariate alculus Fall 2012 Definition Integrating a vector field over a curve We are given a vector field F and an oriented curve in the domain of F as shown in the figure on the left below.

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-B2b-22 Ver 1.1: Ling KV, October 22, 2006 Ver 1.0: Ling KV, Jul 2005 EE2007/Ling KV/Aug 2006 EE2007:

More information

MATH 162. FINAL EXAM ANSWERS December 17, 2006

MATH 162. FINAL EXAM ANSWERS December 17, 2006 MATH 6 FINAL EXAM ANSWERS December 7, 6 Part A. ( points) Find the volume of the solid obtained by rotating about the y-axis the region under the curve y x, for / x. Using the shell method, the radius

More information

Practice problems. m zδdv. In our case, we can cancel δ and have z =

Practice problems. m zδdv. In our case, we can cancel δ and have z = Practice problems 1. Consider a right circular cone of uniform density. The height is H. Let s say the distance of the centroid to the base is d. What is the value d/h? We can create a coordinate system

More information

Math 11 Fall 2016 Final Practice Problem Solutions

Math 11 Fall 2016 Final Practice Problem Solutions Math 11 Fall 216 Final Practice Problem olutions Here are some problems on the material we covered since the second midterm. This collection of problems is not intended to mimic the final in length, content,

More information

Math 263 Final. (b) The cross product is. i j k c. =< c 1, 1, 1 >

Math 263 Final. (b) The cross product is. i j k c. =< c 1, 1, 1 > Math 63 Final Problem 1: [ points, 5 points to each part] Given the points P : (1, 1, 1), Q : (1,, ), R : (,, c 1), where c is a parameter, find (a) the vector equation of the line through P and Q. (b)

More information

WORKSHEET #13 MATH 1260 FALL 2014

WORKSHEET #13 MATH 1260 FALL 2014 WORKSHEET #3 MATH 26 FALL 24 NOT DUE. Short answer: (a) Find the equation of the tangent plane to z = x 2 + y 2 at the point,, 2. z x (, ) = 2x = 2, z y (, ) = 2y = 2. So then the tangent plane equation

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

MAT 211 Final Exam. Fall Jennings.

MAT 211 Final Exam. Fall Jennings. MAT 211 Final Exam. Fall 218. Jennings. Useful formulas polar coordinates spherical coordinates: SHOW YOUR WORK! x = rcos(θ) y = rsin(θ) da = r dr dθ x = ρcos(θ)cos(φ) y = ρsin(θ)cos(φ) z = ρsin(φ) dv

More information

MATH H53 : Final exam

MATH H53 : Final exam MATH H53 : Final exam 11 May, 18 Name: You have 18 minutes to answer the questions. Use of calculators or any electronic items is not permitted. Answer the questions in the space provided. If you run out

More information

Problem Set 6 Math 213, Fall 2016

Problem Set 6 Math 213, Fall 2016 Problem Set 6 Math 213, Fall 216 Directions: Name: Show all your work. You are welcome and encouraged to use Mathematica, or similar software, to check your answers and aid in your understanding of the

More information

1 + f 2 x + f 2 y dy dx, where f(x, y) = 2 + 3x + 4y, is

1 + f 2 x + f 2 y dy dx, where f(x, y) = 2 + 3x + 4y, is 1. The value of the double integral (a) 15 26 (b) 15 8 (c) 75 (d) 105 26 5 4 0 1 1 + f 2 x + f 2 y dy dx, where f(x, y) = 2 + 3x + 4y, is 2. What is the value of the double integral interchange the order

More information

16.5 Surface Integrals of Vector Fields

16.5 Surface Integrals of Vector Fields 16.5 Surface Integrals of Vector Fields Lukas Geyer Montana State University M73, Fall 011 Lukas Geyer (MSU) 16.5 Surface Integrals of Vector Fields M73, Fall 011 1 / 19 Parametrized Surfaces Definition

More information

Divergence Theorem. Catalin Zara. May 5, UMass Boston. Catalin Zara (UMB) Divergence Theorem May 5, / 14

Divergence Theorem. Catalin Zara. May 5, UMass Boston. Catalin Zara (UMB) Divergence Theorem May 5, / 14 Divergence Theorem Catalin Zara UMass Boston May 5, 2010 Catalin Zara (UMB) Divergence Theorem May 5, 2010 1 / 14 Vector Fields in pace X: smooth vector field defined on an open region D in space; p: point

More information

ES.182A Topic 45 Notes Jeremy Orloff

ES.182A Topic 45 Notes Jeremy Orloff E.8A Topic 45 Notes Jeremy Orloff 45 More surface integrals; divergence theorem Note: Much of these notes are taken directly from the upplementary Notes V0 by Arthur Mattuck. 45. Closed urfaces A closed

More information

MATH 280 Multivariate Calculus Fall Integrating a vector field over a surface

MATH 280 Multivariate Calculus Fall Integrating a vector field over a surface MATH 280 Multivariate Calculus Fall 2011 Definition Integrating a vector field over a surface We are given a vector field F in space and an oriented surface in the domain of F as shown in the figure below

More information

Math 221 Examination 2 Several Variable Calculus

Math 221 Examination 2 Several Variable Calculus Math Examination Spring Instructions These problems should be viewed as essa questions. Before making a calculation, ou should explain in words what our strateg is. Please write our solutions on our own

More information

storage tank, or the hull of a ship at rest, is subjected to fluid pressure distributed over its surface.

storage tank, or the hull of a ship at rest, is subjected to fluid pressure distributed over its surface. Hydrostatic Forces on Submerged Plane Surfaces Hydrostatic forces mean forces exerted by fluid at rest. - A plate exposed to a liquid, such as a gate valve in a dam, the wall of a liquid storage tank,

More information

McGill University April 16, Advanced Calculus for Engineers

McGill University April 16, Advanced Calculus for Engineers McGill University April 16, 2014 Faculty of cience Final examination Advanced Calculus for Engineers Math 264 April 16, 2014 Time: 6PM-9PM Examiner: Prof. R. Choksi Associate Examiner: Prof. A. Hundemer

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

McGill University April 20, Advanced Calculus for Engineers

McGill University April 20, Advanced Calculus for Engineers McGill University April 0, 016 Faculty of Science Final examination Advanced Calculus for Engineers Math 64 April 0, 016 Time: PM-5PM Examiner: Prof. R. Choksi Associate Examiner: Prof. A. Hundemer Student

More information

Practice Final Solutions

Practice Final Solutions Practice Final Solutions Math 1, Fall 17 Problem 1. Find a parameterization for the given curve, including bounds on the parameter t. Part a) The ellipse in R whose major axis has endpoints, ) and 6, )

More information

Math Exam IV - Fall 2011

Math Exam IV - Fall 2011 Math 233 - Exam IV - Fall 2011 December 15, 2011 - Renato Feres NAME: STUDENT ID NUMBER: General instructions: This exam has 16 questions, each worth the same amount. Check that no pages are missing and

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

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

Math 11 Fall 2018 Practice Final Exam

Math 11 Fall 2018 Practice Final Exam Math 11 Fall 218 Practice Final Exam Disclaimer: This practice exam should give you an idea of the sort of questions we may ask on the actual exam. Since the practice exam (like the real exam) is not long

More information

18.02 Multivariable Calculus Fall 2007

18.02 Multivariable Calculus Fall 2007 MIT OpenCourseWare http://ocw.mit.edu 18.02 Multivariable Calculus Fall 2007 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. V9. Surface Integrals Surface

More information

Figure 25:Differentials of surface.

Figure 25:Differentials of surface. 2.5. Change of variables and Jacobians In the previous example we saw that, once we have identified the type of coordinates which is best to use for solving a particular problem, the next step is to do

More information

10.1 Review of Parametric Equations

10.1 Review of Parametric Equations 10.1 Review of Parametric Equations Recall that often, instead of representing a curve using just x and y (called a Cartesian equation), it is more convenient to define x and y using parametric equations

More information

CBE 6333, R. Levicky 1. Orthogonal Curvilinear Coordinates

CBE 6333, R. Levicky 1. Orthogonal Curvilinear Coordinates CBE 6333, R. Levicky 1 Orthogonal Curvilinear Coordinates Introduction. Rectangular Cartesian coordinates are convenient when solving problems in which the geometry of a problem is well described by the

More information

MATH 0350 PRACTICE FINAL FALL 2017 SAMUEL S. WATSON. a c. b c.

MATH 0350 PRACTICE FINAL FALL 2017 SAMUEL S. WATSON. a c. b c. MATH 35 PRACTICE FINAL FALL 17 SAMUEL S. WATSON Problem 1 Verify that if a and b are nonzero vectors, the vector c = a b + b a bisects the angle between a and b. The cosine of the angle between a and c

More information

Final Review Worksheet

Final Review Worksheet Score: Name: Final Review Worksheet Math 2110Q Fall 2014 Professor Hohn Answers (in no particular order): f(x, y) = e y + xe xy + C; 2; 3; e y cos z, e z cos x, e x cos y, e x sin y e y sin z e z sin x;

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

ENGI Multiple Integration Page 8-01

ENGI Multiple Integration Page 8-01 ENGI 345 8. Multiple Integration Page 8-01 8. Multiple Integration This chapter provides only a very brief introduction to the major topic of multiple integration. Uses of multiple integration include

More information

Look out for typos! Homework 1: Review of Calc 1 and 2. Problem 1. Sketch the graphs of the following functions:

Look out for typos! Homework 1: Review of Calc 1 and 2. Problem 1. Sketch the graphs of the following functions: Math 226 homeworks, Fall 2016 General Info All homeworks are due mostly on Tuesdays, occasionally on Thursdays, at the discussion section. No late submissions will be accepted. If you need to miss the

More information

No calculators, cell phones or any other electronic devices can be used on this exam. Clear your desk of everything excepts pens, pencils and erasers.

No calculators, cell phones or any other electronic devices can be used on this exam. Clear your desk of everything excepts pens, pencils and erasers. Name: Section: Recitation Instructor: READ THE FOLLOWING INSTRUCTIONS. Do not open your exam until told to do so. No calculators, cell phones or any other electronic devices can be used on this exam. Clear

More information

e x3 dx dy. 0 y x 2, 0 x 1.

e x3 dx dy. 0 y x 2, 0 x 1. Problem 1. Evaluate by changing the order of integration y e x3 dx dy. Solution:We change the order of integration over the region y x 1. We find and x e x3 dy dx = y x, x 1. x e x3 dx = 1 x=1 3 ex3 x=

More information

HOMEWORK 8 SOLUTIONS

HOMEWORK 8 SOLUTIONS HOMEWOK 8 OLUTION. Let and φ = xdy dz + ydz dx + zdx dy. let be the disk at height given by: : x + y, z =, let X be the region in 3 bounded by the cone and the disk. We orient X via dx dy dz, then by definition

More information

51. General Surface Integrals

51. General Surface Integrals 51. General urface Integrals The area of a surface in defined parametrically by r(u, v) = x(u, v), y(u, v), z(u, v) over a region of integration in the input-variable plane is given by d = r u r v da.

More information

MULTIVARIABLE INTEGRATION

MULTIVARIABLE INTEGRATION MULTIVARIABLE INTEGRATION (SPHERICAL POLAR COORDINATES) Question 1 a) Determine with the aid of a diagram an expression for the volume element in r, θ, ϕ. spherical polar coordinates, ( ) [You may not

More information

SOME PROBLEMS YOU SHOULD BE ABLE TO DO

SOME PROBLEMS YOU SHOULD BE ABLE TO DO OME PROBLEM YOU HOULD BE ABLE TO DO I ve attempted to make a list of the main calculations you should be ready for on the exam, and included a handful of the more important formulas. There are no examples

More information