In mathematics, the derivative of a function of a real variable measures the sensitivity to change of the function value (output value) with respect to a change in its argument (input value). Derivatives are a fundamental tool of calculus. For example, the derivative of the position of a moving object with respect to time is the object's velocity: this measures how quickly the position of the object changes when time advances.
The derivative of a function of a single variable at a chosen input value, when it exists, is the slope of the tangent line to the graph of the function at that point. The tangent line is the best linear approximation of the function near that input value. For this reason, the derivative is often described as the "instantaneous rate of change", the ratio of the instantaneous change in the dependent variable to that of the independent variable.
Derivatives can be generalized to functions of several real variables. In this generalization, the derivative is reinterpreted as a linear transformation whose graph is (after an appropriate translation) the best linear approximation to the graph of the original function. The Jacobian matrix is the matrix that represents this linear transformation with respect to the basis given by the choice of independent and dependent variables. It can be calculated in terms of the partial derivatives with respect to the independent variables. For a real-valued function of several variables, the Jacobian matrix reduces to the gradient vector.
The process of finding a derivative is called differentiation. The reverse process is called antidifferentiation. The fundamental theorem of calculus relates antidifferentiation with integration. Differentiation and integration constitute the two fundamental operations in single-variable calculus.
Consider the Lie derivative of the vector field ##\bf{Y}## with respect to the vector field ##\bf{X}## on manifold ##M^{n}(x)## defined as
##\displaystyle{[\mathcal{L}_{\bf{X}}Y]_{x}:=\lim_{t\rightarrow 0} \frac{[{\bf{Y}}_{\phi_{t}x}-\phi_{t*}{\bf{Y}}_{x}]}{t}}##
Now, I understand that...
Homework Statement
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Homework Equations
n/a
The Attempt at a Solution
I know that if you derive x^2sin(1/x)
you get
-cos(1/x) + sin(1/x)(2x).
But what do I do from here? If I use the limit definition, i'll end up getting something like h(sin(1/h)) after evaluating. I...
Homework Statement
Develop aprogram that will determine the second derivative of pi(16 x^2 - y^4) at y=2 with step sizes of 0.1, 0.01, 0.001…. until the absolute error (numerical-analytical) converges to 0.00001. Use the 2nd order Central Difference Formula.
User Input: y, tolerance
Output: h...
I am trying to solve a system of equations and have a question regarding the validity of my approach when implementing a fifth-order Cash-Karp Runge-Kutta (CKRK) embedded method with the method of lines. To give the questions some context, let me state the problem I am attempting to solve:
$$...
I am trying to numerically solve a PDE, and just had a question as to the validity of a certain approach. For example, given the PDE:
$$ \frac {\partial ^2 E}{\partial t^2} = - k\frac {\partial E}{\partial t} + c^2 \frac {\partial ^2 E}{\partial z^2} - c\frac {\partial E}{\partial z}$$
If I...
I know that taking the derivative of certain functions that explain physical phenomena can lead to another statement describing the physical system, the most famous being the derivatives of position. That is,
position-->velocity-->acceleration-->jerk-->jounce...and taking any other further...
Here is the question:
This is the step I came to after taking the derivatives and doing some simplification:
^ I did the work myself on paper, I just couldn't type out the whole thing clearly so that anyone else can see what I'm referring too... so I used some online tool to show that...
Homework Statement
Find y''
Homework Equations
9x^2 +y^2 = 9
The Attempt at a Solution
y'
18x+2y(y')=0
y'=-18x/2y
y'=9x/y
For the second derivative, I get the correct answer (same as the book) up until the very last step.
Here's where I'm left at:
-9( (-9x^2 - y^2) / y^3 )
The book then...
What does a function's smallest non-zero derivative say about the function? For example, say we have a function that looks like 6x^3, if you keep taking the derivative of this function until you get the smallest non-zero derivative, in this case 6x^3 -> 18x^2 -> 36x -> 36, what is the...
Homework Statement
Let $$f(x,y)=\begin{cases} \frac{x^2y}{x^2+y^2} \space & \text{if} \space(x,y)\neq(0,0)\\0 \space & \text{if} \space(x,y)=(0,0)\end{cases}$$
a) Use the definition of the partial derivative to find ##f_x(0,0)## and ##f_y(0,0)##.
b) Let a be a nonzero constant and let...
Homework Statement
Hi, this is a question that has been bothering me for a while. (Im in calculus II at the moment)
Why do i need to derivate some functions by definition and other times i dont? for example if somebody asks me to calculate the partial derivatives of a branch function in a a...
Homework Statement
My homework problem is a proof in orbital mechanics, but I'm not looking for specific help on that just yet, I'd like to work through it on my own. In doing so however, I'm having a hard time conceptualizing the idea of derivatives of vectors at a specified time. If r is a...
Mod note: Changed title from "Differential Euler's Number"
1. Homework Statement
Find the derivative.
f(t)=etsin2t
The Attempt at a Solution
f'(t)=etsin2t(sin2t)(cos2t)(2)
However the book seems to say that there should be an extra "t" in the solution. Some help?
How does Hubble parameter and scale factor's derivative differ geometrically? I am reading S. Caroll's GR book. But I cannot get the full representation of these two parameters. On the book, it says
How can \dot{H} and \ddot{a} be opposite of each other on the same instance if both are...
Homework Statement
Let ##f(x,y) = \|x \| - \|y\| - |x| - |y|## and consider the surface defined by the graph of ##z=f(x,y)##. The partial derivative of ##f## at the origin is:
##f_{x}(0,0) = lim_{h \rightarrow 0} \frac{ f(0 + h, 0) - f(0,0)}{h} = lim_{h \rightarrow 0} \frac {\|h\| -|h|}{h} =...
I just realized there's a little difference between the differential and integral forms of Faraday's law I didn't notice earlier. In the differential form, it is the partial time derivative that is written, while in integral form, it is simply the time derivative.
Why is that ?
Hello, and thank you for your time.
I just started my A-levels derivatives/differentiation , and I would be more than happy if you could help me clarify it.
For example I know that y is a function in terms of x right?
y=f(x)
The derivative of it is f'(x)=dy/dx .
This means it is the rate of...
Homework Statement
Find the directional derivative using ##f\left(x,y,z\right)=xy+z^2## at the point (4, 2, 1) in the direction of a vector making an angle of ##\frac{3π}{4}## with ##\nabla f(4, 2, 1)##.
Homework Equations
##f\left(x,y,z\right)=xy+z^2##The Attempt at a Solution
I found the...
Homework Statement
(a) Find the directional derivative of z = x2y at (3,4) in the direction of 3π/4 with the x-axis. Give an exact answer.
(b) Find the directional derivative of z = x2y at (3,4) in the direction that makes an angle of 3π/4 with the gradient vector at (3,4). Give an exact...
F = f(x*f(x^2)), such that f (4) = 6, f '(4) = 1, and f '(12) = 3. Find F '(2)
I know the format looks weird, but that's exactly how the function was written, which is why I'm not sure how to proceed with this one.
Consider the principal branch of the function
f(z)= z7/3
Find f'(-i) and write it in the form a+bi
My attemp is :
I know zc = exp(c logz)
and the derivative of that is : (c/z) * exp(c Logz)
That is in this case (7/3)*(i) *exp((7/3)*Log-i) = f'(-i)
I know that Log(-i) = Log(1) + i(-pi/2)= -i...
Hello,
I have a maybe unusual question. In a paper, I recently found the equation $$\mathcal{L}_v(v_i dx^i) = (v^j \partial_j v_i + v_j \partial_i v^j) dx^i$$
Where v denotes velocity, x spatial coordinates and \mathcal{L}_v the Lie derivative with respect to v. Now I'm an undergraduate who...
There has been SO much talk of HP and HP vs torque, it can make your head spin. I've been trying to help with some clarification for those that seem to be very confused of the physics and concepts that i came up with a new "definition" to augment what is commonly read as the definition of HP...
Hello,
I am working with the mass flow rate equation which is:$$\frac{d \dot{m}}{dt}=\dot{m}_{in}-\dot{m}_{out}$$
To determine the change of the height of water in a reservoir. Assuming m_in = 10 and m_out = sqrt(20h), then :
$$\frac{d (\rho \cdot Q) }{dt}=\rho \cdot Q_{in} - \rho\cdot...
Homework Statement
E(t) = 100te1+cos((2π*t)/365
What is the derivative of this function?
Homework EquationsThe Attempt at a Solution
100*e1+cos((2π*t)/365) + 100t*e1+cos((2π*t)/365) * -(2π/365)sin(2πt/365)
I have tried to use the rules for derivative of products, and also used the chain rule.
Homework Statement
Homework Equations
d/dx
The Attempt at a Solution
d/dx (T) = d/dx(1/2mx'2) = mx''
d/dx(U) = d/dx(1/2kx2) = kx' ≠ kx
It's probably me who made an error because I know that that equation (2.3) is the one I should be getting, but I don't understand how they did it because...
I'm working through the discussion of calculus of variations in Taylor's Classical Mechanics today. There's a step where partial differentiation is involved that I don't understand.
Given:
$$S(\alpha)=\int_{x_1}^{x_2} f(y+\alpha\eta, y'+\alpha\eta', x)\,dx$$
The goal is to determine ##y(x)##...
Homework Statement
The normal approach using the fundamental theorem of calculus seems inapplicable. I define a function B(R) based on a definite integral with one of the limits being R. One factor in the definite integral has R in it and that function vanishes to 0 at x = R.
Using the...
Consider this equation:
f(x(t),y(t))=2(x(t))^2+x(t)y(t)+y(t)
One way to calculate df/dt is directly using the chain rule:
\frac{df}{dt}=4x(t)\frac{dx}{dt}+\frac{dx}{dt}y(t)+\frac{dy}{dt}x(t)+\frac{dy}{dt}
\frac{df}{dt}=(4x(t)+y(t))\frac{dx}{dt}+(x(t)+1)\frac{dy}{dt}
Another way is by using...
I am a 7th grader who is interested in Quantum mechanics and I'm learning schroninger's equation and there is a partial derivative in it and I looked it up but the best I could find was that it was a function of variables of the variables derivatives, but that didn't make much sense. Can someone...
I had posted a question earlier which this is related to, but a different equation.
$$\frac{d}{dt} \int_0^t H(t,s)ds = H(t,t) + \int_0^t \frac{\partial H}{\partial t}(t,s)ds$$
This was another formula needed in a proof however I don't see how this one holds either. I tried following a proof of...
Hello so if we have geodesic equation lagrange
approximation solution:
d/ds(mgμνdxν/ds)=m∂gμν∂xλdxμ/ds dxν/ds. So if we have schwarzschild metric (wich could be used to describe example sun) which is:ds2=(1-rs/r)dt2-(1-rs/r)-1dr2-r2[/SUP]-sin22. But that means that ∂gμν/∂xλ=0. So that means that...
In Stone & Goldbart's Mathematics for Physics, in section 1.2.1 on the Calculus of Variations, they derive the Fréchet derivative. Part of the derivation is as follows:
Equation 1: J[y + εη] - J[y] = ∫ { f(x, y + εη, y' + εη') - f(x, y, y') } dx
Equation 2: J[y + εη] - J[y] = ∫ { εη ∂f/∂y + ε...
If I have a scalar function of a variable ##x## I can write the derivative as: ##f'(x)=\frac{df}{dx}##.
Now suppose ##x## is no longer a single variable but a vector: ## x=(x^1, x^2, ..., x^n)##. Then of course we have for the derivative ##(\frac{\partial f}{\partial x^1}, ..., \frac{\partial...
Hi guys.
I have the following equilibrium equation from which I want to extract \d{\theta}{\nu}
z+\theta m(\theta)[\,\frac{\int_{0}^{n^*} \,W(n)g(n)dn+h(n^{*})W(n^{*})G^{*}}{1-(1-h(n^{*}))G^{*}}-U\,]=-c+m(\theta)J'(0)
Where \nu, z, c, n, r, \delta, \xi are parameters, m(.), w(.) and h(.)...
Hey all,
I've had this point of confusion for a bit and I have thought that with time I may be able to clear it out myself. Nope, hasn't happened. I think I need help.
Let us say we have the following
\phi_{k+1}=\phi_{k}+v_k where, v_k\overset{iid}{\sim}\mathcal{N}(0,\sigma^2) and...
I am trying to create a function of A and x which has the following properties. A is a scaling parameter that determines the shape of the function. I write the function below in f(A,x) form
1) f(A,1)=1 always
2) For all x>1, 0<f ' (x)<1
3) As A approaches some upper bound (which could be...
I am really struggling with one concept in my study of differential geometry where there seems to be a conflict among different textbooks. To set up the question, let M be a manifold and let (U, φ) be a chart. Now suppose we have a curve γ:(-ε,+ε) → M such that γ(t)=0 at a ∈ M. Suppose further...
Given the definition of the covariant basis (##Z_{i}##) as follows:
$$Z_{i} = \frac{\delta \textbf{R}}{\delta Z^{i}}$$
Then, the derivative of the covariant basis is as follows:
$$\frac{\delta Z_{i}}{\delta Z^{j}} = \frac{\delta^2 \textbf{R}}{\delta Z^{i} \delta Z^{j}}$$
Which is also equal...
I have a set of data as follows, How can I calculate the second derivative of the curve obtained from these data.
x=[0.1;0.07;0.05;0.03;0]; r=[-98.9407;-105.7183;-111.2423;-116.0320;-120.0462];
Hi, friends! I read that, if ##f\in L^1[c,d]## is a Lebesgue summable function on ##[a,b]## and ##g:[a,b]\to[c,d]## is a differomorphism (would it be enough for ##g## to be invertible and such that ##g\in C^1[a,b]## and ##g^{-1}\in C^1[a,b]##, then...
Homework Statement
I would just like to know if this statement is true.
Homework Equations
\frac {\partial^2 f}{\partial x^2} \frac{\partial g}{\partial x}=\frac{\partial g}{\partial x} \frac {\partial^2 f}{\partial x^2}
The Attempt at a Solution
I've thought about this a bit and I haven't...