In mathematics and science, a nonlinear system is a system in which the change of the output is not proportional to the change of the input. Nonlinear problems are of interest to engineers, biologists, physicists, mathematicians, and many other scientists because most systems are inherently nonlinear in nature. Nonlinear dynamical systems, describing changes in variables over time, may appear chaotic, unpredictable, or counterintuitive, contrasting with much simpler linear systems.
Typically, the behavior of a nonlinear system is described in mathematics by a nonlinear system of equations, which is a set of simultaneous equations in which the unknowns (or the unknown functions in the case of differential equations) appear as variables of a polynomial of degree higher than one or in the argument of a function which is not a polynomial of degree one.
In other words, in a nonlinear system of equations, the equation(s) to be solved cannot be written as a linear combination of the unknown variables or functions that appear in them. Systems can be defined as nonlinear, regardless of whether known linear functions appear in the equations. In particular, a differential equation is linear if it is linear in terms of the unknown function and its derivatives, even if nonlinear in terms of the other variables appearing in it.
As nonlinear dynamical equations are difficult to solve, nonlinear systems are commonly approximated by linear equations (linearization). This works well up to some accuracy and some range for the input values, but some interesting phenomena such as solitons, chaos, and singularities are hidden by linearization. It follows that some aspects of the dynamic behavior of a nonlinear system can appear to be counterintuitive, unpredictable or even chaotic. Although such chaotic behavior may resemble random behavior, it is in fact not random. For example, some aspects of the weather are seen to be chaotic, where simple changes in one part of the system produce complex effects throughout. This nonlinearity is one of the reasons why accurate long-term forecasts are impossible with current technology.
Some authors use the term nonlinear science for the study of nonlinear systems. This term is disputed by others:
Using a term like nonlinear science is like referring to the bulk of zoology as the study of non-elephant animals.
I am trying to solve 3 non-linear system of 3 variables using the Newton-raphson method in matlab. Here are the three equations:
\begin{equation} c[\alpha I+ k_f+k_d+k_ns+k_p(1-q)]-I \alpha =0 \end{equation}
\begin{equation} s[\lambda_b c P_C +\lambda_r (1-q)]- \lambda_b c P_C =0 \end{equation}...
1. Is there a general condition for the existence and uniqueness of solution of a system of simultaneous non-linear equations similar to the determinant test for a system of linear equations.
2. What are the solution methods (theoretical and numerical) for solving a system of simultaneous...
Hello everybody. Solving a problem in Physics I run into a system of equations that I do not know how to solve, I would appreciate some help. Here is the system:
\ddot{x}+4\dot{x}^2=C_1e^{y}
\dot{y}^2=C_2\ddot{x}
The dependent variables are x,y. C_1 and C_2 are some constants. I try...
Am am presented with the problem:
h(t) = c - (d - 4t)^2
At time t = 0, a ball was thrown upward from an initial height of 6 feet. Until the ball hit the ground, its height, in feet, after t seconds was given by the function h above, in which c and d are positive constants. If the ball reached...
If a vector field ##\vec{v}## is non-divergent, so the identity is satisfied: ##\vec{\nabla}\cdot\vec{v}=0##;
if is non-rotational: ##\vec{\nabla}\times\vec{v}=\vec{0}##;
but if is "non-linear"
Which differential equation the vector ##\vec{v}## satisfies?
EDIT: this isn't an arbritrary...
Dear Experts!
I am currently try to measure the drag of an buoyant object. I did 10 replicates, in general terms 10 tests all with the same set-up and same release mechanisms.
To start off with I will explain my project: Drag reduction in swim cap
First of all I got one accelerometer...
Homework Statement
Ok, so I'm trying to fit a set of data (21000 points to be exact) to a sine function.
Homework Equations
Y = A*sin(ωt)
The Attempt at a Solution
I used NumPy to get the parameters A and ω with the least squares method. So far, so good. However, i appear to...
Homework Statement
Hello, I was given an extension problem in a Dynamics lecture today and am struggling to solve it.
It is a simple scenario: a particle of mass m is accelerating due to Galilean gravity, but is subject to a resistive force that is non-linear in the velocity of the particle...
EDIT: my problem is solved, thank you to those who helped
Homework Statement
Solve:
x y^{\prime \prime} = y^{\prime} \log (\frac{y^{\prime}}{x})
Note: This is the first part of an undergraduate applications course in differential equations. We were taught to solve second order...
Homework Statement
i'm trying to find a solution for these two equations, p & q are variables and c is known constant (it's given randomly) :
$$
\begin{align}...
Hello,
I'm not really sure where does this question fit and what title should it bear, but here is my problem:
\psi(x) \exp (a\psi(x)^2) = C f(x)
given a positive definite f(x), find ψ(x) and the constant C, subject to the condition
\int \psi(x)\, dx = 1
I want to solve this numerically...
Hello people,
I couldn't solve the given D.E by using exact d.e & substitution method :(
Thanks in advance.
(x*y*sqrt(x^2-y^2) + x)*y' = (y - x^2*(sqrt(x^2-y^2) )
gif file of d.e can be found in the attachments part.
Hello,
I am having difficulty inputting a non linear algebraic equation into polymath to solve
for reference the equation is
x*(100-.5*x)^0.5/(15-x)/(20-.5 * x)^0.5 - 87.824 == 0
and I want to solve for x, but haven't gotten anything. Also I don't know how to program it into matlab...
Hi. This is not actually not part of the homework; but it's something I'd like to do.
I have to solve the following system using Newton-Raphson's method:
$$\begin{matrix}
\frac{X}{\mu }+Y=1 \\
X=\left( \lambda -\left( K-1 \right)X \right)Y \\
\end{matrix}$$
Surfing the...
I wanted to know if there is any way of classifying the set of all non-linear multivariable functions. I wish to analyse something over all possible non linear functions with 4 variables. In fact these variables are binary variables. for example f(x,y,u,v)= x.y - u\oplusv
Homework Statement
Hi, suppose we have the summation
\sum_{i=0}^{n-1} \sum_{j=0}^{n-1} a_j b_{i-j}^{j} x^i,
where the subscripts are taken modulo n, and a_i^n = a_i, b_i^n = b_i for each i.
Write the above power series as a product of two power series modulo x^n - x.Homework Equations
I'm...
Homework Statement
x'= E - sin x + K sin (y-x)
y'= E + sin y + K sin (x-y)
E and K >0
Find fixed points for this system of equations
Homework Equations
This system is the form of coupled oscillators described in Strogatz.
θ1'= ω1 + K sin (θ2-θ1)
θ2'= ω2 + K sin (θ1-θ2)...
Hi,
I think some background is necessary:
I'm a Psychology undergraduate student. I also really love math. I've incorporated some pure math into my studies - next semester I'll have room for a course on "Foundational Mathematics" (I'm not sure if that's exactly what they call it outside my...
Hi,
I derived the equation:
1+(y')^2-y y''-2y\left(1+(y')^2\right)^{3/2}=0
Letting y'=p and y''=p\frac{dp}{dy}, I obtain:
\frac{dp}{dy}=\frac{1+p^2-2y(1+p^2)^{3/2}}{yp}
I believe it's tractable in p because Mathematica gives a relatively simple answer:
p=\begin{cases}\frac{i...
Homework Statement
The problem is tough to type out correctly. Pasting problem statement image
http://postimg.org/image/a0r92a0wl/
http://postimg.org/image/a0r92a0wl/
The Attempt at a Solution
I just need to know how to proceed with the problem. Not the answer. This is the scan...
Hi friends,
I have a system (with unknown properties) which takes an input vector of length 10 and outputs a vector with length 6.
I select Inputs vector 'I' which is a 1000x10 matrix, : 1000 samples of 10 elements. And outputs vector 'O' is a 1000x6 matrix,: 1000 samples of 6...
I need help with the following so please help me --
Consider the following non-linear system
X’ = x² - ay
Y’ = y² - y(a) Find the fixed points of this system. (depending on a, there may be different fixed points!)
(b) Study stability of each fixed point via linearization. In the case the...
Homework Statement
Consider the nonlinnear diffusion problem
u_t - (u_x)^2 + uu_{xx} = 0, x \in \mathbb{R} , t >0
with the constraint and boundary conditions
\int_{\mathbb{R}} u(x,t)=1, u(\pm \inf, t)=0
Investigate the existence of scaling invariant solutions for the equation...
shooting method for non-linear equation(urgent)
Homework Statement
for shooting method , in non-linear equation, we're find
$$t_{k}=t_{k-1}-\frac{[y(b,t_{k-1})-β](t_{k-1}-t_{k-2})}{y(b,t_{k-1})-y(b,t_{k-2})}$$
but how can we find the $$y(b,t_{k})$$ ?
I am suppose to use Euler method for...
Hi! I'm having a lot of trouble solving the following ODE:
dx/dt = A - B*sin(x)
where A and B are constants. My ODE skills are a bit rusty, and I wasn't able to find anything on the Internet that could help me, so could someone please show me how to solve for x in terms of t?
I've...
Assume we have a straight piece of wire with two end points A and
B and with length L where x_{A}=0 and x_{B}=L. The wire
has non-ohmic resistance and hence the current is not proportional
to the potential difference, i.e. \left(V_{A}-V_{B}\right). In
fact the current is a function of the...
Hi members of the forum,
I am given to solve the following non-linear system:
Solve (1+4^{2x-y})(5^{1-2x+y})=1+2^{2x-y+1} and y^3+4x+\ln(y^2+2x)+1=0
I'm interested to know how you would approach this problem because I don't see a way to do so.
Thanks!
My doubt is that whether we can apply non-linear smoothing to a almost linear data ( without one or 2 discontinuity)
I have attached the pic in which the red data is the smoothed one. Blue is the original one.
I multiplied each point with an increasing like 1, 1.1, 1.2, 1.3, 1.4...so on...
I received permission from my father to post this from his (unpublished) Calculus text. Note that this method will, I believe, work for proving existence of a limit for a nonlinear function at any point that is not a local extremum. My father thought it would be good to give you this proviso...
hello, guys
Below is the equation I am concerned with:
Is the above equation non-linear because of (delta P/delta x)^2 term assuming other variables are constant and don't change with pressure , P?
h''(t)=-\frac{1}{h(t)^2}, h(0) = h_0, h'(0)=v_0
The first step is to, I think, reduce this to a fist-order problem:
h'(t)h''(t)=-h'(t)\frac{1}{h(t)^2} --- Multiply both sides by h'(t)
h'(t)^2=\frac{1}{h(t)}+c_1 --- Integrate both sides
1/h'(t) = \sqrt{\frac{h(t)}{c_1 h(t)+1}} ---...
Hi all,
I have a nonlinear ODE in the following form:
a x'' + b |x'|x' + c x' + d x = y
where x and y are functions of time and a,b,c and d are constants. As far as I can tell the only way to solve this is numerically, something I've managed to do successfully using a Rung-Kutta scheme...
I model arterial baroreflex data that I have collected in humans using the Kent equation which is:
y=p1/(1+exp((x-p3)*p2))+p4; where Y=heart rate, X= estimated carotid sinus pressure, p1=range of Y, p2=slope coeff, p3=centerpoint on X, p4 = minimum Y.
I use Sigma Plot to do a best fit line...
I am investigating the mathematics behind driven damped oscillators, I will then simulate it in MATLAB and observe the unpredictable long term behavior of the system.
In order to create non-linearity in a oscillating spring I can no longer use hookes law but a form of it by introducing a...
I am going to be simulating damped driven oscillators for my project and I was wondering if someone could give me a definitive answer on the matter. I know MATLAB is more of a 'tool' than a language so I'm thinking the maths behind damped driven oscillators might be easier to implement into...
Hi,I'd really appreciate any help on this as I've spent many many hours trying to get my head around it. I am simulating the vaporization of a droplet in hot air and I have two equations to use:
m_lc_l\frac{dT_l}{dt} = \widetilde{h}A_0(T_\infty - T_l) + \dot{m}_l(h_v-h_l)
\dot{m_l} = -\frac{\pi...
I have an electrostatics problem (shown here: https://www.physicsforums.com/showthread.php?t=654877) which leads to the following system of differential equations:
\frac{\partial E_z}{\partial z}=\frac{\rho}{\epsilon_0} (1)
Z_i E_r \frac{\partial \rho}{\partial r}+(u_g+ Z_i E_z)...
Hi,
I want to solve an overdetermined non-linear equation with the method of least squares. Assume it's f(x) = 1 + ax + a^2 + b, and I want to estimate a and b. This is non-linear, as I said, so the derivatives of the squared residuals involve a^3 terms and are difficult to solve.
Now I thought...
How to transform non-linear frequency vibration to constant frequency of vibration of 2 Hz?
Such as transform the different frequency of waves to constant frequency and then maintain it..
Hi,
if we suppose x and y are two elements of some vector space V (say ℝn), and if we consider a linear function f:V→V', we know that the inner product of the transformed vectors is given by: \left\langle f\mathbf{x} , f\mathbf{y} \right\rangle = \left\langle \mathbf{x} ...
Hiya. I have to solve this bad boy under the assumptions that f, f' and f'' tend to 0 as |x| tends to infinity:
1/2(f')^2 = f^3 + (c/2)f^2 + af + b
where a,b,c are constants. My thoughts are use Fourier Transforms to use the assumptions given, but not sure how to do them on these terms...