Gradient Definition and 723 Threads

  1. countzander

    Gradient of a function containing a matrix?

    Homework Statement http://i.imgur.com/TlDOllQ.png Homework Equations As stated. The Attempt at a Solution [/B] I'm not sure how to slay this beast. I know the gradient is just a partial derivative and that the solution likely involves multiple partial derivatives, one for each element in the...
  2. F

    Confusion about gradient in classical mechanics

    I'm currently going over some mechanics notes and am confused about the following situation: In the book I'm looking at, it describes two particles absent of external forces, only exerting a force on each other. In deriving a potential energy equation for the two, it goes on to say that if the...
  3. S

    Antisymmetric gradient matrix?

    Does this operator (in 3D): ε_{ijk}∇_k = \begin{pmatrix} 0 & \frac{\partial}{\partial z} & -\frac{\partial}{\partial y}\\ -\frac{\partial}{\partial z} & 0 & \frac{\partial}{\partial x}\\ \frac{\partial}{\partial y} & -\frac{\partial}{\partial x} & 0 \end{pmatrix} have a formal name and a more...
  4. P

    Gradient (1/r): Homework Equation Solutions

    Homework Statement gradient(1/r) = r(hat) / r^2Homework Equations r = (x-x')i + (y-y')j + (z-z')k [Mentor Note -- Poster was reminded to always show effort on schoolwork questions]
  5. Telemachus

    Identity, vector product and gradient

    Hi there. I was following a deduction on continuum mechanics for the invariant nature of the first two laws of thermodynamics. The thing is that this deduction works with an identity, and there is something I'm missing to get it. I have the vector product: ##\vec \omega \times grad \theta##...
  6. Telemachus

    Tensor calculus, gradient of skew tensor

    Hi there. I was dealing with the derivation on continuum mechanics for the conservation of angular momentum. The derivation I was studying uses an arbitrary constant skew tensor ##\Lambda##. It denotes by ##\lambda## its axial vector, so that ##\Lambda=\lambda \times## Then it defines...
  7. K

    Gradient Descent and Cauchy Method in Differential Equations

    http://www.math.uiuc.edu/documenta/vol-ismp/40_lemarechal-claude.pdf I don't understand why we use theta for equation (1) Θ>0 but why α=-θX? Thanks.
  8. K

    Gradient Question: Why Does Direction Maximize Function?

    This is a bit counterintuitive to me that the gradient vector is always normal to the level curve and the level surface. lets say we have a function f(x,y)=z then the gradient is, f(x,y) partial derivative with respect to x*i +f(x,y) partial derivative with respect to y*j what we...
  9. R

    Does Negative Divergence of Gradient Temperature Lead to the Laplace Equation?

    does negative divergence of gradient tempearature gives to lalace equation...? -div(∇T) = [∂^2T/∂x^2+∂^2T/∂y^2]
  10. J

    Line integrals, gradient fields

    Homework Statement ##\nabla{F} = <2xyze^{x^2},ze^{x^2},ye^{x^2}## if f(0,0,0) = 5 find f(1,1,2)Homework Equations The Attempt at a Solution my book doesn't have a good example of a problem like this, am I looking for a potential? ##<\frac{\partial}{\partial x},\frac{\partial}{\partial...
  11. T

    Solve "Find the Equation of the Line with Gradient 3/4 Passing Through (7,11)

    In need of help. Ill write it is how it is in the textbook. Find the equation of the line having gradient 3/4, that passes through 7,11. Express your answer in the form i) ax + by + c =0 and ii) y = mx + c As one point and the gradient are known, use the formula: y - y1 = m(x-x1)...
  12. M

    How Do Gradients, Rates, and the Term 'Per' Relate to Division and Ratios?

    Why does "per" in 3 miles per hour mean division? Why are gradients and rates a ratio?
  13. P

    Gradient vector perpendicular to level curves?

    Homework Statement can anyone explain/prove why the gradient vector is perpendicular to level curves? Homework Equations The Attempt at a Solution
  14. U

    What Does the Gradient Operator Really Mean?

    Homework Statement I need some help regarding the gradient operator. I recently came across this statement while reading Griffith's Electrodynamics "The gradient ∇T points in the direction of maximum increase of the function T." Wolfram Alpha also states that "The direction of ∇f is the...
  15. J

    Fluid flow through positive pressure gradient

    I am a student of 11th standard and being introduced to Bernoulli's principle made me wonder , how does flow takes place in positive pressure gradient (i.e. from low pressure region to high pressure region), in a diffuser or a diverging part of a venturi meter , since we know that flow always...
  16. Greg Bernhardt

    Gradient Definition: What is the Vector Operator \mathbf\nabla?

    Definition/Summary The gradient is a vector operator denoted by the symbol \mathbf\nabla or grad. The gradient of a differentiable scalar function f\left({\mathbf x}\right) of a vector \mathbf{x}=\left(x_1,x_2,\ldots,x_n\right) is a vector field whose components are the partial derivatives of...
  17. P

    Divergence Theorem/Surface Gradient

    There is a paper in chemical physics by Overbeek in which he describes the electrostatic energy of a double layer as the "energy of the surface charges and bulk charges in a potential field"; the transformation that he provides appears to be a variant of the divergence theorem in which he...
  18. T

    Meaning of zero gradient vector with existant directional vector

    I'm supposed to find the gradient vector of the function below at (0,0), and then use the dot product with the unit vector to find the directional derivative. Then find the directional derivative using the limit definition of a directional derivative, and explain why I get two different...
  19. M

    Focal length of a sphere with refractive index gradient

    Homework Statement We take a sphere (1mm) which has a parabolically changing refractive index, which is given in a function. Homework Equations Depending on the gradient of the refractive in the sphere, how does it correlates with the focal length. The Attempt at a Solution I...
  20. carllacan

    Squared gradient vs gradient of an operator

    Hi. This is driving me mad: \hat{\vec{\nabla}}(\hat{\vec{A}})f=(\vec{\nabla}\cdot\vec{A})f + \vec{A}\cdot(\vec{\nabla}f) for an arbitrary vector operator ##\hat{\vec{A}}## So if we set ##\vec{A} = \vec{\nabla}## this should be correct...
  21. DrClaude

    Dipole and electric field gradient

    I'm developing a classical model of a dipolar ion in an external electric field. It consists of two charges ##\delta_+## and ##\delta_-##, located at a fixed distance from each other. For the special case I'm considering, I end up with the potential energy $$ (\delta_+ + \delta_-)...
  22. T

    What is the Maximum Gradient a Vehicle Can Climb Based on Known Load Conditions?

    . I need to calculate the maximum gradient that a specific vehicle will be able to climb when subjected to known load conditions. There are 6 calculations required for 4 sets of conditions. Values common to all calculations: - Weight of vehicle : 1800kg Weight of payload : 500kg Max gross...
  23. J

    Transformation behavior of the gradient

    Hi All, I think I have confused myself ... perhaps you can tell me where my reasoning is wrong. The idea is that in general coordinates the partial derivative of a vector, \frac{\partial A^i}{\partial x^j}, is not a tensor because an additional term arises (which is the motivation for...
  24. F

    When to use gradient and when to use only one coordinate

    Hi, I was wandering, sometimes in physics, to get acceleration from a velocity time graph, you would have to find the gradient of the tangent of the curve. But in other graphs like say Voltage current graph, if you want to find the resistance at any point (Which is V/I) you simply take the...
  25. Q

    Does focusing light with a lens create a light gradient?

    *disclaimer I am not a physicist Had a weird thought the other day - when you focus light with a lens, for example a magnifying glass, you basically increase the 'concentration of photons' at a certain point, right? But then energy is conserved... so wouldn't focusing some of the light on...
  26. J

    Local min no other zeros of gradient

    Assume that f:\mathbb{R}^N\to\mathbb{R} is a differentiable function and that x_0\in\mathbb{R}^N is a local minimum of f. Also assume that N\geq 2 and that the gradient of f has no other zeros than the x_0. In other words \nabla f(x)=0\quad\implies\quad x=x_0 Is the x_0 a global minimum?
  27. J

    Understanding Gradient and Curl: Equations and Directions

    If the direction of the gradient of f in a point P is the direction of most/minor gradient, so a direction of the curl of f in a point P is the direction of most/minor curl too, correct? Also, if the gradient of f in the direction t is given by equation: ∇f·t, so the curl of f in the...
  28. M

    Help with intuition of divergence, gradient, and curl

    hey pf! i have a few question about the physical intuition for divergence, gradient, and curl. before asking, i'll define these as i have seen them (an intuitive definition). \text{Divergence} \:\: \nabla \cdot \vec{v} \equiv \lim_{V \to 0} \frac{1}{V} \oint_A \hat{n} \cdot \vec{v} da...
  29. A

    Maximum gradient of a normal to the curve

    Homework Statement complete problem attached Homework Equations The Attempt at a Solution part I in this question was a bit tricky but i managed to solve it , when i read part II i understood nothing , he usually asks about the tangent not the normal , he asks about the point...
  30. Z

    Lagrangian Gradient Simplification

    From the attached image problem: When deriving the third term in the Lagrangian: \lambda_{2}(w^{T}∑w - \sigma^{2}_{\rho}) with respect to w, are w^{T} and w used like a w^{2} to arrive at the gradient or am I oversimplifying and it just happens to work out on certain problems like this? (∑...
  31. Z

    Sign confusion when taking gradient (Newton's Method)

    I'm watching a lecture on Newton's method with n-dimensions but I am kind of hung up on why the professor did not use the negative sign while taking the first gradient? Is there a rule that explains this or something that I'm forgetting? The rest makes sense but highlighted in red is the part I...
  32. Z

    Sign confusion when taking gradient (Newton's Method)

    I'm watching a lecture on Newton's method with n-dimensions but I am kind of hung up on why the professor did not use the negative sign while taking the first gradient? Is there a rule that explains this or something that I'm forgetting? The rest makes sense but highlighted in red is the part I...
  33. K

    Describe the gradient of a function of 3 variables

    Homework Statement Match the function with the description of its gradient. Homework Equations f(x,y,z)=√(x^2+y^2+z^2) 1. constant, parallel to xy plane 2. constant, parallel to xz plane 3. constant, parallel to yz plane 4. radial, increasing in magnitude away from the origin 5. radial...
  34. Z

    Optimizing Plane Fitting Using Stochastic Gradient Descent

    Homework Statement Suppose I wish to fit a plane z = w_1 + w_2x +w_3y to a data set (x_1,y_1,z_1), ... ,(x_n,y_n,z_n) Using gradient descent Homework Equations http://en.wikipedia.org/wiki/Stochastic_gradient_descent The Attempt at a Solution I'm basically trying to figure out the...
  35. Feodalherren

    Sketch the gradient vector for the function

    Homework Statement Homework Equations The Attempt at a Solution Ok so I think I know how to get the direction. It's going to be perpendicular to the tangent of the level curve and pointing in the direction where f(x,y) is increasing. So on the graph that was provided it will...
  36. H

    Relation between E and Potential gradient.

    According to the theory, E= -dv/dx or E.dx = -dv So if both are positive, the potential drop should increase. But as we know, if a positive charge is placed, as the distance from it keeps on increasing, field strength starts decreasing and potential drop should increase But this is...
  37. J

    Finding lines when gradient function = 0

    Homework Statement Consider the function f(x,y) = cos(x^2+3y). Write down the gradient of f. Then find the lines in the x-y plabe where ∇f = 0 Homework Equations ∇f = (∂f/∂x,∂f/∂y) The Attempt at a Solution -2xsin(x^2+3y) = 0 sin(x^2+3y) = 0 y = -(1/3)x^2 and...
  38. M

    Electric potential and negative potential gradient

    is electric field strength always equal to negative potential gradient or can it be equal to positive potential gradient sometimes?
  39. Saladsamurai

    Stress Due to Thermal Gradient

    I am trying to understand stresses that are induced by thermal gradients. Now, I can think of a hundred different questions to ask, but I want to take baby steps to get there. Let's just talk about a simple cantilever beam in the x-y plane where the x-axis is the beam's longitudinal axis and...
  40. C

    Gradient of sphere level fxn with 2 parameters inside the parametric e

    Level function [L(x,y,z)] = (1/r^2) (x^2 + y^2 + z^2) = 1 Vector [N([x(h,g)], [y(h,g)], [z(g)])] = parametric equation to sphere Level function [L(x,y,z)] The parametric equations have 2 parameters, h and g [x(h,g)] = (r [sin (a + gv)]) [cos (b + hw)] [y(h,g)] = (r [sin (a + gv)]) [sin (b +...
  41. Radarithm

    Gradient of a potential energy function

    Homework Statement Find the derivative of \frac{Q}{4\pi \epsilon_0 r} Homework Equations \frac{d}{dx} \frac{1}{x}=\ln x The Attempt at a Solution Assuming Q and the rest of the variables under it are constant, \frac{Q}{4\pi \epsilon_0}\frac{1}{r} then the derivative should be \ln...
  42. E

    Electron drift caused by a magnetic field gradient

    Homework Statement The magnetic field of the Earth it's approximately B=3\times10^{-5}T at the equator and diminishes with the distance from the center of the Earth as 1/r^3, as a dipole. Consider a population of electrons on the equatorial plane with energy 30keV, at 5 Earth radius from the...
  43. K

    Relation b/w Electric Field Intensity and Potential Gradient

    Homework Statement I don't seem to understand the proper intuition behind the electric field intensity potential difference relation? please can anyone explain it with solid intuition and maybe a good analogy...and can anyone give a short analogy about the concept of electric field...
  44. J

    Gradient of product of wave functions

    Hi, Short question: If you take the inner product of two arbitrary wave functions, and then the gradient of that, the result should be zero, right? (Since the product is just a complex number.) Am I missing something? ∇∫dΩψ_{1}*ψ_{2} = 0
  45. E

    Higher temperature gradient result in heat traveling further/faster?

    Hello, I have been playing around with a simulation software package and ran a heat transfer simulation however, to me the results did not seem intuitive. From my understanding the distance heat travels in a specific amount of time is proportional to the temperature difference, for example...
  46. Malverin

    Liquid pressure gradient in zero gravity

    Is there any data about such measurements? I think, there has to be a pressure gradient in a floating liquid sphere due to surface tension.
  47. A

    What is the notation of an inverse gradient?

    Is it just ∇-1 with the vector hat?
  48. A

    Deformation gradient f(3,3) vs Coordinates

    Dear, I have a task to model the behaviour of certain interphase material. Let's say that functions which describe the change of material parameters are known. i.g. change of the Young's modulus as function of distance from neighbouring material (or (0,0) origin) - PAR=PAR(x)...
  49. A

    Gradient & Directional Derivative Question (multi var)

    \partialThis is my first post, so I apologize for all my mistakes. Thank you for the help, in advance. These are test review questions for Multi Variable Calculus. Homework Statement Let f(x,y) = tan-1(y2 / x) a) Find fx(\sqrt{5}, -2) and fy(\sqrt{5}, -2). b) Find the rate of change...
  50. Y

    How to create a buffered pH gradient?

    Hey! I've been working on this problem - I think it would be easy for a chemist to answer. If anyone can help me out, I'd appreciate it! Suppose I want to create a pH gradient from 3 to 9, in increments of 0.5: pH = (3, 3.5, 4, 4.5, 5, 5.5, 6, 6.5, 7, 7.5, 8, 8.5, 9) Each pH is in a different...
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