Gradient Definition and 698 Threads

  1. Telemachus

    Is the Gradient Vector Only Applicable for Multivariable Functions?

    Hi there. I have a doubt that I never cleared before, so I wanted your opinions on this. The thing is that when in vector calculus the gradient vector is presented, one of the "geometric" interpretation that is given is that it's a vector always perpendicular to the curve. So at first I've...
  2. C

    How Can Constant Fluid Velocity Be Achieved in a Multi-Vessel System?

    Suppose we have fluid in a vessel (Vessel A) with inside Pressure 120 bar (achieved by a pump)… When we open the valve, the fluid starts to flow into another vessel (vessel B) that was hitherto empty... Due to the Pressure gradient, the fluid flows with a certain velocity into vessel B. But the...
  3. B

    Understanding Taylor Expansions of Gradients in Vector Calculus

    What does it mean to have a taylor expansion of a gradient (vector) about the position x? I.e. taylor expansion of g(x + d) where g is the gradient and d is the small neighborhood.
  4. F

    Why is the gradient of a vector function/field meaningless?

    Homework Statement Let's say \vec{F} = <P,Q,R> If I take the gradient, shouldn't I get \nabla \vec{F} = <\frac{\partial P }{\partial x}, \frac{\partial Q}{\partial y}, \frac{\partial R}{\partial z}> Also why is grad(div f) meaningless? My book says it's because div(f) gives a scalar field...
  5. L

    Speed of sound with temperature gradient

    Hi, could you please help me with my homework? I want to determine the height of mountain (from foot to peak) using the speed of sound. Homework Statement Known data: time delay, height1, temp1 plus known dependence between the height and temperature. What I want to determine: height2...
  6. T

    Finding the gradient of an integral

    Homework Statement I am getting quite confused as to the concepts behind this task. I have a function given as a double integral, and am asked to find the gradient of it. However, I have no notes on how to do this, so it is either a very simple task, or the lecturer has once again missed...
  7. Q

    Laplacian VS gradient of divergence

    i don't really understand the difference :( ∇2V versus ∇ (∇ . V) ? can anyone give me a simple example to showcase the application difference? thanks!
  8. kini.Amith

    Reconstructing a function from its gradient

    Homework Statement given grad f = xy i + 2xy j+0 k find f(x,y,z) how to generally solve questions of this type Homework Equations The Attempt at a Solution the ans is 0. don't know how.
  9. G

    Gradient Problem Move From P(-1,1)

    Homework Statement You are at P(-1,1) on the surface z = (y-x^2)^3. What direction should you move from P so that your height remains the same? Homework Equations The Attempt at a Solution So I basically do not want my height z to change. In this case, I will take a vector...
  10. F

    Questions regarding temperature gradient in thermocouples.

    Hi folks! I was wondering if anyone can help me with a problem I'm having with the concept of thermocouples. If I understand correctly, there should necessarily exist a temperature GRADIENT in one of the conductive couples in order for the emf to be generated. So how can you make sure...
  11. U

    Gradient delta f of f= z^-1 * (sqrt((9x^2*y^2))

    Homework Statement Find delta f of f=Z^-1 * Sqrt(9x^2*y^2) at point (1,4,10) Homework Equations f =f+(fx*delta x )+(fydelta y)+(fz*delta z) The Attempt at a Solution fx = 9*2x/(z*(2*sqrt(9x^2*y^2)) =.18 plugging in (1,4,10) fy=2y/(z*(2*sqrt(9x^2*y^2)) =.08 fz=(sqrt(9x^2*y^2) )...
  12. E

    The Gradient and the Hessian of a Function of Two Vectors

    Hi, Suppose we have a function of two n-dimensional vectors f(\mathbf{x},\mathbf{y}). How can we find the gradient and Hessian of this function? Regards
  13. K

    Did I Make a Mistake in Computing the Gradient on a Unitary Group?

    Hopefully this is a simple enough question. Let (M,g) be a matrix Riemannian manifold and f: M \to \mathbb R a smooth function. Take p \in M and let \{ X_1,\ldots, X_n \} be a local orthonormal frame for a neighbourhood of p. We can define a gradient of f in a neighbourhood of p as \nabla...
  14. B

    Prove that the gradient is zero at a local minimum.

    Homework Statement Suppose F: Rn --> R has first order partial derivatives and that x in Rn is a local minimizer of F, that is, there exists an r>0 such that f(x+h) \geq f(x) if dist(x, x+h) < r. Prove that \nabla f(x)=0. Homework Equations We want to show that fxi(x) =0 for i = 1,...,n So...
  15. D

    Gradient Descent: What is It & How to Use It?

    Hello. I hope I've chosen the correct place to post this. Apologies if it is not. Could somebody explain the method of Gradient Descent to me or give me a link to a good explanation? For example, if h(x,y) = x^2 + y^2, what would I do to find a minimum point using gradient descent? I've...
  16. F

    Gradient vector property proofs

    Homework Statement Show that the operation of taking the gradient of a function has the given property. Assume that u and v are differentiable functions of x and y and that a, b are constants. Homework Equations Δ = gradient vector 1) Δ(u/v) = vΔu - uΔv / v^2 2) Δu^n = nu^(n-1)Δu...
  17. T

    Proving that a function is gradient vector of another function

    Trying to prove that the gradient of a scalar field is symmetric(?) Struggling with the formatting here. Please see the linked image. Thanks. http://i.imgur.com/9ZelT.png
  18. T

    Solving the Concentration Gradient: A Calculation Challenge

    I have a problem with calculating the concentration gradiant. Here is the question and the solution from the solution manual and the numbers don't add up. A 1-mm sheet of FCC iron is used to contain nitrogen in a heat exchanger at 1200℃. The concentration of N at one surface is 0.04 atomic...
  19. P

    How Accurate Is My Gradient Calculation for Maximum Acceleration?

    For the Scan attachment: The question asks me to find the maximum acceleration. I used those two points in red in the attachment to calculate the gradient doing difference in y and difference in x. I got 4m/s ^2: does it seems correct, or I should have to tangent it? Because it seemed to be a...
  20. E

    Definition of the gradient operator

    Hi, I am curious if anyone here remembers the gradient operator by the following definition: \nabla f = \lim_{\Delta v->0} \frac{1}{\Delta v}\oint f \vec{dS}. So far I could find only one book that gives the definition above. I find this definition quite nice as the expressions of the...
  21. S

    Gradient in general co-ordinates

    Homework Statement I know that for a general co-ordinate system, the gradient can be expressed as it is at the bottom of this page: http://en.wikipedia.org/wiki/Orthogo...ree_dimensions However, the book I am working from (A First Course in Continuum Mechanics by Gonzalez and Stuart)...
  22. S

    Gradient in general co-ordinate system

    I know that for a general co-ordinate system, the gradient can be expressed as it is at the bottom of this page: http://en.wikipedia.org/wiki/Orthogonal_coordinates#Differential_operators_in_three_dimensions However, the book I am working from (A First Course in Continuum Mechanics by Gonzalez...
  23. C

    Proving grad(v_ . r_) = v_ with Spherical Polars | Math Gradient Help

    Homework Statement hi, any help with proving that grad (v_ . r_) = v_ using spherical polars, where v_ is a uniform vector field would be great it is trivial to prove using summation convention or cartesian coordinates but having to use spherical polars looks messy... thanksHomework Equations...
  24. B

    How Does the Dot Product Interact with the Gradient in Vector Calculus?

    dot product, and the gradient urgent pls!... Homework Statement Δ<-- this be the gradient and B<-- be a vector B X= xi +yj + zk *<---- be the dot product. (B*Δ)X=B Homework Equations n/a The Attempt at a Solution im not sure how to go about this but this is what i did i...
  25. davidjonsson

    The adiabatic heat gradient is temperature dependent

    The adiabatic heat gradient is determined as \gamma = \frac{g}{c_{p}} where \gamma is the rate that temperature falls when rising in an atmosphere. g is gravitational acceleration and c_{p} is the heat apacity. On Earth it is 9.8 Kelvin per kilometer close to the surface of the Earth...
  26. P

    What Is the Maximum Gradient for a 36-Meter Football Pitch?

    Can you help we are having an all weather football pitch installed and there is a question over the fall for drainage. it states that the fall should not exceed 1% over the total length. my question is what is the maximum fall at 1% if the pitch is 36 metres long please
  27. D

    Finding the Gradient of a Difficult Curve: Tips and Hints

    Difficult gradient problem! Consider the curve with equation x2 + xy + y2 = 3. (a) Find in terms of k, the gradient of the curve at the point (−1, k). (b) Given that the tangent to the curve is parallel to the x-axis at this point, find the value of k.
  28. A

    Electronic gradient of Schroedinger Equation

    Hi all. I have a question that I am thinking about for a couple of days. Let's consider the time-independent Schroedinger equation for a molecule: H0 [psi> = E0 [psi> Now, we know that the unperturbed Hamiltonian consist of electronic kinetic energy operator, electron-electron repulsion...
  29. T

    Potential Function for a gradient field.

    Homework Statement [PLAIN]http://img576.imageshack.us/img576/4968/vec0.jpg The Attempt at a Solution (i) is not irrotational and (ii) is - I wish it was the other way round! Can anyone help my construct a potential function \phi (x,y,z) for (ii)?
  30. A

    Why do unit vectors appear in the scalar gradient?

    greetings in a scalar gradient why does the unit vector has appeared?scalar gradient only represent the change in that scalar quantity along x,y and z axis.then why unit vector along x, y and z comes in picture? advanced thanks.
  31. A

    Gradient in Spherical Coordinates: Computing w/ {em} & {wm}

    So I am working in spherical coordinates and to find the gradient I have the eqn G-1d\phi where \phi is a scalar function Then I am supposed to compute in terms of {em} and {wm}. I am just confused what it means to compute in terms of? Do i have to convert the co and contra vectors...
  32. A

    Infinite Gradient: Tangent Parallel to Y/X Axis?

    Homework Statement Hi Can anyone explain the following statement: When the tangent is parallel to the y-axis it has infinite gradient Would this be the same condition for a tangent parallel to the x axis? I came across it in the Edexcel C4 textbook. Cheers Homework Equations...
  33. N

    Line integral and continuous gradient

    Homework Statement A table of values of a function f with continuous gradient is given. Find the line integral over C of "gradient F dr" where C has parametric equations x = t2 + 1, y = t3 + t, 0<=t<= 1. Sorry, don't know latex. But here's a picture of the table and values...
  34. J

    What is the relationship between the gradient and the normal vector?

    is the normal just grad(f(x0,y0,z0))? If so, how exactly does this work out to be so? Explain? Thanks... :D & is the calculus section the most appropriate place to put this question? thanks again. :)
  35. maverick_starstrider

    Origin of Gradient Expansion Series

    "Gradient Expansion" Hi, I'm having trouble finding the origin of a series expansion of the form: f(x)= A_i \partial_i f(x) + B_{ij} \partial_{i} \partial_j f(x) + C_i [\partial_i f(x)]^2 + \ldots or the similar expansion f(x)= A \nabla f(x) + B \nabla^2 f(x) + C \vert \nabla...
  36. T

    Does centrifugal force have a gradient

    Hello I was wondering if centrifugal force had a gradient, what i mean by this is this:- A train is traveling on a straight section of track with no centrifugal force. The train then travels along a transition, as the train travels along the transition, the centrifugal force builds up...
  37. C

    Do stirling engines have a pressure gradient across the regenerator?

    There is a temperature difference and we know the transition of the working fluid (from the hot chamber to the cold one) is isometric. So either there must be a pressure difference, or the number of molecules must be smaller; however, this can't be the case since eventually all the gas must move...
  38. W

    What Is the Fastest Descent Direction on Mt. Everest in a Snowstorm?

    1. While descending Mt. Everest you are caught in a sudden snowstorm. Unable to see more than a few feet in front of you, you determine through careful observation that if you travel three meters northwest you climb 1/2 meter, and if for every two meters you travel northeast you descend 1/4...
  39. P

    Understanding Gradient Vector of Scalar Field (grad)

    Dear All I am having trouble understanding the gradient vector of a scalar field (grad). I understand that you can have a 2D/3D space with each point within that space having a scalar value, determined by a scalar function, creating a scalar field. The grad vector is supposed to point in...
  40. K

    Using the gradient operator to find the slope of a hill questions.

    Homework Statement The shape of a hill is described by the height function: h(x,y) = \frac{1}{\sqrt{2+x^2+y^4}} a) find the gradient \nabla h(x,y) b) find the maximum slope of the hill at the point \bf{r_0 = i+j} [or (x,y) = (1,1)] c) If you walk NorthEast (in the direction of the...
  41. L

    Need help with Gradient in Polar Coordinates

    Homework Statement Well the problem is a electromagnetism problem: I need to find the charge density. Given E= kr^3 r^ Homework Equations formula is gradient E=p/e0 The Attempt at a Solution They got the gradient of E to be 1/r^2 (d/dr) (r^2 Er) i have no idea how they did...
  42. S

    Preconditioned conjugate gradient method

    Hi, I've gotten the conjugate gradient method to work for solving my matrix equation: http://en.wikipedia.org/wiki/Conjugate_gradient_method Right now I'm experimenting with the preconditioned version of it. For a certain preconditioner however I'm finding that is zero, so no proper update...
  43. J

    Gradient vectors and tangent lines

    gradient vectors and tangent lines! If f(x, y) = xy, find the gradient vector f(3, 7) and use it to find the tangent line to the level curve f(x, y) = 21 at the point (3, 7). I already found the gradient vector to be <7, 3>, Maybe I am missing something obvious, but I have no clue how to...
  44. L

    Gradient (Electrochemical, proton, ion, etc)

    I just started learning about cellular respiration and I'm not clear as to what the word "gradient" means. I see it tied to many terms such as electrochemical gradient, proton gradient and ion gradient. Is a gradient just a space or "field" with varying concentrations of something (protons...
  45. X

    Angle between two surfaces and gradient

    In Marion & Thorton problem 1.29 asks to find the angle between two surfaces (x^2 +y^2 + z^2)^2 = 9 and x + y + z^2 = 1 at a point. The solution takes the gradient of (x^2 +y^2 + z^2)^2 - 9 and x + y + z^2 - 1, and using the dot product between the two vectors at that point gets the angle...
  46. H

    How to evaluate gradient of a vector? or del operator times a vector

    How will i find the gradient of a vector? i know that gradient is only for scalar to produce a vector? i am confuse since del operator is a vector how will i find the gradient of a vector. How can i multiply a del operator and vector
  47. D

    Gradient of Wavelength vs Period Graph?

    We've got a table of periods (in seconds) and their corresponding wavelengths for creating resonance in a closed pipe. I've been told that plotting a graph of period (on x axis) vs wavelength, and finding the gradient of that linear line will tell me the speed of sound in air. I can do that...
  48. A

    Gradient operator in Natural Curvilinear Coordinates

    Hi All, I have been trying to understand some fluid mechanics in a research paper and have been wrestling with the mathematics for quite some time now without success. I want to derive gradient operator with following coordinate system in R^3 space Let and arbitrary curve C be locus of...
  49. J

    Second Derivative: What Does it Represent? - James

    If the first derivative of a function represents the gradient of the tangent line... What does the second derivative represent? Thanks in advance James
  50. C

    Why Is the Normal Vector of a Tangent Plane Equal to the Gradient?

    For a tangent plane to a surface, why is the normal vector for this plane equal to the gradient vector? Or is it not?
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