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.
I am currently studying optical microscope and discover that the axial resolution is limited as r(z) = 2pi / (NA)^2.
However, while I got hints that it is due to the Rayleigh's limit, I can't derivative the equation using numerical method.
It would be huge thanks if anyone can help me on the...
i have a mathematical question which is quite similar to one asked before, still a bit different
https://www.physicsforums.com/threads/derivative-of-first-term-in-lagrangian-density-for-real-k-g-theory.781472/the first term of KG-Lagrangian is: \frac{1}{2}(\partial^{\mu} \phi)(\partial_{\mu}...
Homework Statement
Find all stationary points of the function
G(x, y) = (x^3)*e^(−x^2−y^2)
Homework Equations
fx=0 and fy=0
The Attempt at a Solution
Gx = 3x^2*e^(-x^2-y^2) +x^3(-2x)e^(-x^2-y^2) = e^(-x^2-y^2)(3x^2-2x^4)
Gx = 0 implies 3x^2-2x^4=0
x^2(3-2x^2)=0
hence x =0 ,+or-...
Homework Statement
f(c,l) = log(c - ψ(1-l)^θ )
What is the derivative of this function wrt. l and c?Homework Equations
I know that the derivative of log (x) = 1/x
The Attempt at a Solution
I got wrt c:
1/ c - ψ(1-l)θ
and wrt l: θψ(1-l)^θ-1 / c - ψ(1-l)^θ
Hey I'm trying to follow the derivation given here: http://lampx.tugraz.at/~hadley/ss1/studentpresentations/Bloch08.pdf
Homework Statement
As it says in the pdf: "Based on Noether's theorem construct the energy-momentum tensor for classical electromagnetism from the above Lagrangian. L=-1/4...
Having a melt down as I have done this problem twice now and my exam is tomorrow and I can't seem to figure it out anymore... ugh. 1. Homework Statement
The depth of a lake at the point on the surface with coordinates (x, y ) is given by D(x, y ) = 100−4x 2 −y 2 . a) If a boat at the point (−1...
So I know that momentum is the time derivative of force, but what is the time derivative of force? That is, p=mv, f=ma, ?=mj (if j is jerk/jolt). Thanks!
So looking through my notes I can't seem to understand how to get from one step to the next. I have attached a screenshot of the 2 lines I'm very confused about. Thanks.
BTW: The equations are for the log likelihood in a mixture of gaussians model
EDIT: To elaborate I am particularly...
I'm relatively new to calculus and I have a new chapter in my study which is on the Implicit Function, Implicit Differentiation and Higher Derivatives of a function, the problem is I don't understand the meaning of a 2nd or 3rd or whatever the higher derivative of a function is, what I know is...
Homework Statement
Show that δ(x-x') = d/dx Θ(x-x')
Homework Equations
∫ f(x') δ(x-x') dx' = f(x)
Θ(x-x') vanishes if x-x' is negative and 1 if x-x' is positive
The Attempt at a Solution
I saw a relation of the δ function but I don't know why is it like that.
Integral of δ(x-x') from -∞ to x...
I now study general relativity and have a few questions regarding the mathematical formulation:
1) What ist the relation between an connection and a covariant derivative?
Can you explain the exact difference?
2) One a lorentzian manifold, what ist the relation between the...
Homework Statement
The displacement of a particle can be modeled by the function x(t)=\frac{2x-5}{4x^2+2x}, where t is in seconds, x is in meters, and t ∈ [1,10]
a) Determine the derivative of the function without using the quotient rule.
b) Hence, find exactly when the particle is...
Homework Statement
derive this function
f(x) = (2x + x^3) / sqrt(x)Homework EquationsThe Attempt at a Solution
how can i derive this without using quotient rule? my prof is asking to do so without using it.
I
Hello, I am having trouble finding the derivative of this function. Any help would be appreciated!
\frac{x\cos(x)+\sqrt{x}}{x+\sin(x)}
What I tried was expanding it first to like (x+\sin(x)(x\cos(x)+\sqrt{x})'-(x\cos(x)+\sqrt{x}
But I ended up with a long weird answer and doesn't seem to work...
Homework Statement
Evaluate the derivative of the function y = (1/x) + sqrt(cos x) at the given point, (pi/2, 2/pi)
Homework EquationsThe Attempt at a Solution
I used power rule on (1/x) and chain rule on sqrt(cos x) but when I was simplifying, there is a sqrt(cos x) in one of the...
Hi guys...i'm having a bad time understanding the concept of vector derivative with respect to different frames.
Suppose i have the vector displayed in the picture, the frame A and B are in motion with respect of each other, i can understand the concept of the derivative of the vector R in the...
Homework Statement
Homework Equations
Chain rule, partial derivation
The Attempt at a Solution
dv/dt=dv/dx*dx/dt+dv/dy*dy/dt
dx/dt=-4t -> evaluate at (1,1) =-4
dv/dt=-4dv/dx+4(-2)
dv/dt=-4dv/dx-8
How can I find the missing dv/dx in order to get a value for dv/dt? Thanks!
Homework Statement
Homework Equations
dz/dt = dz/dx⋅dx/dt + dz/dy⋅dy/dt
The Attempt at a Solution
[/B]
I am getting :
=[-sin(x+7y) ⋅ 10t] + [-sin(x+7y) ⋅ 7 ⋅ (-1/ t2)]
then changing x and y terms:
=[-sin((5t2)+7(1/t)) ⋅ 10t] + [-sin((5t2)+7(1/t)) ⋅ 7 ⋅ (-1/ t2)]
1./2. Homework Statement
In my QFT lecture we were introduced to the 1PI effective action ##\Gamma[\varphi]## for a scalar theory (in Euclidean space-time). In one-loop approximation we've found \Gamma^{(\text{1-loop})}[\varphi] = S[\varphi] + \frac{1}{2} \operatorname{Tr} \log D^{-1} where...
Homework Statement
Hi all, I currently have a modified Einstein-Hilbert action, with extra terms coming from some vector field A_\mu = (A_0(t),0,0,0), given by
\mathcal{L}_A = -\frac{1}{2} \nabla _\mu A_\nu \nabla ^\mu A ^\nu +\frac{1}{2} R_{\mu \nu} A^\mu A^\nu .
The resulting field...
Homework Statement
The lagrangian is given by:
L = \frac{1}{2} \partial_{\mu} \phi \partial^{\mu} \phi + \frac{\alpha}{2} \phi \partial_{\mu} \phi \partial^{\mu} \phi
And the question is to find the feynman rules.
Homework EquationsThe Attempt at a Solution
I started by using the...
Homework Statement
Homework EquationsThe Attempt at a Solution
part a) finding partial derivatives:
and plugging in (2,0,1) into each, I get the gradient which is <0,-2,0>
to find the directional derivative, it is the dot product of the gradient and unit vector of (3,1,1):
part b)...
After doing a couple courses in physics as well as calculus and differential equations, I was starting to wonder about splitting a derivate, such as ## \frac{dy}{dx} ##, into separate pieces ##dy## and ##dx##. I know we've never done it in calculus or differential equations because it isn't...
Hello
I'm currently trying to solve these two problems:
1) Find the partial derivatives ∂m/∂q and ∂m/∂h of the function:
m=ln(qh-2h^2)+2e^(q-h^2+3)^4-7
Here, I know I should differentiate m with respect to q while treating h as a constant and vice versa. But I'm still stuck, and I'm not sure...
Homework Statement
At 9 P.M. an oil tanker traveling west in the ocean at 18 kilometers per hour passes the same spot as a luxury liner that arrived at the same spot at 8 P.M. while traveling north at 23 kilometers per hour. If the "spot" is represented by the origin, find the location of the...
Homework Statement
After a wild ride on a windsurfer, you head to a lifeguard tower to fly a kite. You stand on the tower, which is 3 meters above the ground and release your kite. You let out 10 meters of string and the kite begins moving according to the following equation:
y(t) = (0.9...
Homework Statement
f(x,y) =
(xy) / (x2 + y4), when (x, y) ≠ (0,0)
0, when (x,y) = (0,0)
Homework Equations
Explicitly show that f(x,y) does not satisfy
lim h -> 0 [ E(v,h) / ||h|| ] = 0 when v = 0
(h, v, and 0 are all vectors; I'm not sure how to put a hat on them)
The Attempt at a Solution
I...
I was looking over a derivation to find the laplacian from cartesian to cylindrical and spherical coordinates here: http://skisickness.com/2009/11/20/
Everything seems fine, but there is an instance (I have attached a screenshot) where implicit differentiation is done to find $$ \frac {\partial...
Homework Statement
If f(x) =(x^46 + x^45 + 2)/(x + 1)
, calculate f(46)(3), the forty-sixth derivative of f(x) at x = 3. Express
your answer using factorial notation: n! = n (n 1) (n 2) 3 2 1.
Homework Equations
Quotient rule
The Attempt at a Solution
I have tried trying to find a pattern...
Hi this is my first post ever in MHB, and I'm in Calculus 1 wondering which formula to use to find derivatives. There are 2 as far as I know:
(1)
and the one one at the beginning of this:
(2)
Example Problem:
How would i know which formula to use? Is there a particular reason the...
Hi,
I've attached an image of an equation I came across, and the text describes this as an approximation to the second derivative. Everything seems to be exact to me (i.e. not an approximation) if the limit of h was taken to 0. Is that the only reason why it's said to be an approximation or is...
Homework Statement
##F'(x)##=##[2f(x)+g(x)]'##
##F'(0)=##
Given g'(0)=2 and f'(0)=5
Homework Equations
The Attempt at a Solution
I can solve this if the questions is as follows
##F'(x)##=##[f(x)+g(x)]'##
by applying sum rule
but I don't know what to do about...
A basic question, not a homework problem.
Say I have the expression:
5x = 10
Can I apply the derivative operator, d/dx, to both sides?
d/dx(5x)=d/dx(10) would imply 5=0.
I thought you can apply operators to both sides of an equation. Why can't you not do it in this case?
Just something that has been bugging me. Can someone bestow why the first derivative is velocity and the second derivative is acceleration. I want to conceptually understand this.
Thank you
https://www.particleincell.com/2012/curvilinear-coordinates/
http://www.jfoadi.me.uk/documents/lecture_mathphys2_05.pdf
Hi, I have a question about the curvilineare coordinate system.
I wonder why is normal to the isosurfaces?isnt ei a tangent vector to the surface ui
since
"With these...
Homework Statement
differentiate ∫ e^(-x*t^4)dt from -x to x with respect to x.[/B]Homework Equations
erf(x) = (2/sqrt(π)) ∫e^(-t^2)dt from 0 to x.
Leibniz rule.
I know that ∫t^2e^(-t^2)dt from 0 to x = (√π/4)*erf(x) - (1/2)*x*e^(-x^2)[/B]The Attempt at a Solution
By using Leibniz rule...
Homework Statement
Find f'(x) if f(x) = 8^(sin^2(3x))
Hint: you will need to use the double angle formula for trig functions and your answer should only have one trig function in it.
Homework Equations
if y=a^u then y' = ln a * a^u * du
sin(2x) = 2sinxcosx
The Attempt at a Solution
We're...
Suppose u is a vector-valued function. Is it true that
(∇×u)⋅( (u⋅∇)u ) = (u⋅∇)(∇×u)⋅u
?
Please note the lack of a dot product on the first two terms of the RHS and the parenthesis around the second term of the LHS. I'm trying to understand whether these differential operators are associative.
Homework Statement
I need to find the partial derivative of the action S with respect to the generalized coordinate q(tf) and according to my textbook, it should equal the generalized momentum p(tf). How can I derive this?
Homework Equations
S = integral of L dt, with boundary ti to tf. (ti...
I know this is probably the least of my worries at the moment but my quantum textbook solves ##\frac{\mathrm{d}\phi (t) }{\mathrm{d} t}=\frac{iC}{h}\phi (t) ## as ##\phi (t) = e^{-i(\frac{C}{h})t}##. Is this not off by a sign? Its really bugging me.
Why is $$
\left(x^2-1\right)\frac{d}{dx}\left(x^2-1\right)^n = 2nx\left(x^2-1\right)^{n-1}
$$? This is in a textbook and says that its proof is left as an exercise. It seems to be a difficult equality.
I believe this should just be $$
\left(x^2-1\right)\frac{d}{dx}\left(x^2-1\right)^n =...
Hi,
Suppose I have a function on a graph with a vertical axis is Force and the horizontal axis is distance. Then the area under the curve is given by F*d = Work = Energy, correct? If so, then what would the slope of the curve represent? F/d = ?
Thank you.
Bourbaki defines a function as follows: We give the name of function to the operation which associates with every element x the element y which is in the given relation with x; y is said to be the value of the function at the element x, and the function is said to be determined by the given...
How does the quaternion derivative work in the presence of a quaternion product.
More specifically, does the standard product rule apply for quaternion derivatives?
Say, I have a function f(q) = q* x a x q [where q -> quaternion, a -> const vector x-> quat prod]
what is the result of the...
[I asked this question over a year ago, but I thought I'd try again.]
Let ##I\subseteq \mathbb R## be an interval and ##f:I\to\mathbb R## be a ##C^\infty## function.
I have the following characterizations:
1) ##f'\geq 0## everywhere iff ##f## is increasing.
2) ##f''\geq 0## everywhere iff...