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 want to understand the conductivity of ZnO. I know it is non-linear (that's why it is used in surge arrester to begin with), but can anyone enlighten me on why it is non-linear? Is it the function of electric field, current, or anything? I'd appreciate if you can provide the expression of...
Dear Friends,
Would you please provide me with some hints to find the analytical solution of the non-linear PDE given below:
U=U(z,t)
Uzz-(A/U)*Uz=Ut
BC's and IC's are:
U(z,0)=B
U(1,t)=B
Uz(0,t)=A*H(t); "H" is the heaviside function and H(0)=0
where A, B, and C are constant...
Hello world,
Is it possible to find all solutions to a system of non-linear equations, without solving them analytically?
I have implemented a python solution of Newton's Method, is there a method of getting good guesses without scanning all numbers?
Homework Statement
1. z^6=(64,0)
2. z^4=(3,4)
Homework Equations
These are expanded out into Real and Imaginary components (treat them seperate):
1. REAL (EQ 1) - x^6-15x^4y^2+15x^2y^4-y^6=64
IMAG (EQ 2) - 6x^5y-20x^3y^3+6xy^5=0
From here, you basically solve these for all six...
Hey gang, how would you specifically define what a non-linear DE is? I mean, what specifically qualifies a DE to be nonlinear, and what does that mean? I am currently working with a team that models brain function as an array of coupled oscillators with complex feedback profiles and I...
I am not sure I understand Linear and non-linear differential equations properly so I will ask some question which someone will hopefully answer.
Is dx/dt = x + 2 a linear differential equation? If so does this mean that the rate of change of is constant?
Is dx/dt = x^2 + 4x a non linear...
Hi,
I several times heard that one way to describe the collapse of the wave-function is to add non linearities in the Schrodinger equation (I know that this approaches are not convincing but that's not my point), however, I don't see why a non linear SE would imply loss of unitarity? As long...
Homework Statement
Find a solution (Z2) of:
z'' + 2z - 6(tanh(t))2z = 0
that is linearly independent of Z1 = sech2Homework Equations
The Attempt at a Solution
reduction of order gives you
v''(t)(Z1(t))+v'(t)(2 * Z1'(t)) + v(t)(Z1''(t)+p(t)Z1'(t)) = 0
however the third term on the LHS can be...
Homework Statement
I am having problems solving this system of non-linear equations in Matlab and Mathematica. a,b,c,d,e,f are all independent variables.
In Matlab I use fsolve() and get one solution, in Mathematica I use NSolve[] and get another totally different solution. Mathematica...
Hi,
I have two non-linear equations with two unknowns, i.e., tau and p. both equations are:
p=1-(1-tau).^(n-1)
and
tau - 2*(1-2*p) ./ ( (1-2*p)*(W+1)+(p*W).*(1-(2*p).^m)).
I am interested to find the value of tau.
After doing some research on internet I came to know that these...
Hello, I'm studying for a test and this is a question on a practice test...
cos(x)+y^2+(2yx-1)y'=0
I can't separate the variables (it's not homogeneous, either), this isn't exact and bernoulli won't work...
dy/dx=-cos(x)/(2yx-1)-y^2/(2yx-1)
I changed the equation so it would look...
Matlab -- How to solve simultaneous non-linear differential equations?
How to solve simultaneous non-linear differential equations in MATLAB m-file without using the commands?. can you give me the program?.
1. i am stuck
2. The profit function is given by P=-2x^2 + 60x - 250, where x units is the quantity and P the total profit. Find the maximum profit and the number of units where maximum profit occurs. Sketch the curve of the profit function.
3. i can't do anything, my brain just jammed...
Homework Statement
The curve y = ax2 + bx + c passes through the points Q(x1,y1) R(x2,y2), S(x3,y3). Show that the coefficients a, b, and c are a solution of the system of linear equations whose augmented matrix is x12 + x1 + 1 = y1
x22 + x2 + 1 = y2 x32 + x3 + 1 = y3
Homework Equations
The...
Homework Statement
I need to solve this differential equation numerically. I hope you can help me, it's not homework!
Homework Equations
This is the equation to be solved
x''=\dfrac{\alpha}{x}-\beta\dfrac{(x'-\gamma x)^2}{x}-\delta x - \dfrac{\varepsilon}{x^2}
The Attempt at a...
I have non-linear system of ordinary differential equations to solve by first linearising it. I know it can be linearised by expanding right side of equations by Taylor series and keeping only the linear terms. Then I can solve the linear system of differential equations with given initial...
I need to design a cam based on the following math problem: A non-linear force f(n) is working on a lever that is x + x' long (x+x'=constant). I need an equation for the ratio, x/x', such that the counter-balancing force, f', is constant (non-varying).
By varying the ratio of f(n) to f', that...
Hello. I am trying to solve this problem methodically but my solution does not seem to agree with the given answer.
Homework Statement
The differential equation is:
(sinx)y' - (cosx)y = 1 + C
Homework Equations
The Attempt at a Solution
y' - (cosx/sinx)y = 1/sinx + C/sinx
When finding the...
system is $x'=y+xf(r^2)$ and $y'=-x+yf(r^2)$. where $r^2=x^2+y^2$
(i) prove that $\frac{dr^2}/{dt}=2r^2f(r^2)$. My solution ( I won't write out details): use chain rule and the fact that rr'=xx'+yy'.
(ii)assume $f(r^2)$ has N zeroes. determine the number of fixed points and periodic solutions...
Homework Statement
I have:
\dot{x}=4x+y-x(x^2+y^2)
\dot{y}=4y-x-y(x^2+y^2)
And I need to find \dot{r} and \dot{\theta}
2. The attempt at a solution
I got as far as:
\dot{x}=r(\text{sin}(\theta)-\text{cos}(\theta)(r^2-4))
\dot{y}=r(-\text{sin}(\theta)(r^2-4)-\text{cos}(\theta))
How do I...
Homework Statement
given: (y-xy)y' = y^(2) + 1 y(0)=0
Homework Equations
So I subbed y^(2) = u
The Attempt at a Solution
w/ u=y^(2) i got...
(y-xy)y' = y^(2) + 1
(1-x)yy' = y^(2)
(1-x)(u'/2) = u + 1
and it is here that I am stuck! I [think] I have to put...
Homework Statement
I just need to know how to start this. I've never seen a piece wise ODE before and I don't really know where to start to be honest. I know it's non-linear and it's of order one.
dy/dx = (1/3)y - 3, y > 0 and dy/dx = -(1/3)y - 3 ≤ 0. y(0) = 1 with y(x) \in C0...
Hi.
In the course of trying to solve the field equations of a physical system, within some assumptions about its symetry, i managed to get a non-linear ODE involving only a single function of one variable, but still rather tough to handle :
In the equation, x=x(r) is the unknown function to...
When I'm reading a tutorial about Harmonic Balance algorithm (this is a link to the tutorial website), I'm quite confused by the concept it mentions about the nodal analysis of non-linear components, especially for:
The non-linear circuit is modeled by its current function i(t) = i(v_1...
Homework Statement
In control engineering, I want to have a mathematical model of a physical system as a set of input, output and state variables related by higher order differential equations.
2. Relevant concepts
As we all know that, in control engineering, we can solve linear-system...
I have derived a 3rd order non-linear ODE with its respective boundary conditions, and I was hoping to get a hint on how to find a closed form solution to it. The equation is given as:
F''' + (1/C^2)*F*F' = 0
Where the primes denote a derivative, and C is just a constant. Any help is...
Given the following sets of data, find the curve of best fit
x = -4, -6, 5, -6, -9, -2, 5
y = -4, -7, 3, -12, -2, 5, 7
a) y = a + bx
b) y = a + bx + c cosx
I can do part a by using the formula for least square methods for straight line. But what about part b? One way I can think of is...
Homework Statement
yy''-y'^2 = y^2lny
The Attempt at a Solution
well, since the equation is of the form f(y,y',y'')=0 I turn it into the form f(y,p,p dp/dy)=0.
After those substitutions are made, we'll have the following equation:
yp (\frac{dp}{dy})-p^2-y^2 lny=0
which is a Bernoulli equation...
The original equation is:
V'' - k*V^-1/2 = 0
I then said u = V' therefore u' = u(du/dV)
so the new equation is :
u(du/dV) = V^-1/2*k
Im a little rusty on separation of variables but I got a u in the final answer which means I have to integrate again since I need the final answer...
Hi,
I am trying to solve the following equation analytically. I think the solution shouldn't be that hard but I'm really rusty on these kind of things.
V' - k*V^-1/2 = 0
where k is constant. Any help is appreciated, got to turn this in tomorrow!
Hi
I have some data samples and and my job is to find a curve that will fit these values.
The curve that i have gone for is in the form
y = k * sqrt(d1^x*d2^y)*d3^z
where kxyz are all unknowns that I need to find. I solve this with the MATLAB function fminsearch and the solution is...
How can a system of non-linear differential equations be solved using Mathematica?
More specifically, I understand the process that needs to be executed, but I don't understand how to make it work syntactically.
The process as I understand it:
Four expressions are given in four...
I am running a non-linear analysis using ANSYS using multilinear isotropic hardening. The problem is that the value of maximum prinicipal stress I get on my model is greater than the max value in the table which I input. So I think ANSYS is extrapolating the values of stress on its own beyond...
hey forum,
first of all, I'm a high school kid so forgive me if this is stupid. I've been thinking about relativity for some time now, and the issue with simultaneity.
Einstein proposed that length contracts as you approach the speed of light. Assume for a second that a train is going...
Hi all,
Hopefully this is the right section for my post, if not I apologize.
I'm hoping I can just get some advice to help me get started in the right direction. I am trying to do a mathematical inversion for the following:
\frac{1}{N(zi)} \frac{dN}{dz}|_{z=zi} = -\frac{2}{zi} -...
Let us consider the following partial differential equation:
{(}\frac{\partial z}{\partial x}{)}^2{+}{(}\frac{\partial z}{\partial y}{)}^{2}{=}{1} ---------- (1)
The general solution[you will find in the texts: http://eqworld.ipmnet.ru/en/solutions/fpde/fpde3201.pdf is given by...
Homework Statement
A non-linear oscillator consisting of a mass on a spring has a potential energy of the form \frac{1}{2}kx^2 - \frac{1}{3}\alpha x^3, where k and \alpha are positive constants, and x is displacement. Using conservation of energy, show that the motion is oscillatory if the...
Homework Statement
y''+(1/y)*(y')2=0
Homework Equations
The Attempt at a Solution
This is another problem I am having trouble with. I have done searches around the internet, but seen that all "non linear" ODE of second order involves a non linear form in a non differential term...
Hello,
i am working on pulse propagation in optical fiber. i have to simulate the nonlinear Schrodinger equation using the FDTD (Finite Difference Time Domain) method. The Schrodinger equation has the form dA/dz = i/2 β2 d2A/dt2 –α/2 +iγ |A2|A
where β2 is dispersion, α is...
Hi all,
I have a question regarding least-squares, and I'm certain I can't be the first one to encounter it, but I've had no luck searching the literature for a solution. Here it is:
Say we have a non-linear least-squares optimisation problem. We have data points y_i and a model y(x_i;{\bf...
can someone help me to solve this problem.i cannot remember how to solve the non-linear integration.like using chi-square distribution and uniform distribution. which one can i used to solve this integration?
Hey everyone,
My understanding of difference equation is very limited and, after consulting a few books, I decided to post this here to get some ideas or at least some references on where to look.
I have a symmetric first order difference equation system in two variables, X and Y.
Though...
Hey,
we have to solve the following problem for our ODE class.
Homework Statement
Find the solution of the initial value problem
dx/dt = (x^2 + t*x - t^2)/t^2
with t≠0 , x(t_0) = x_0
Describe the (maximal) domain of definition of the solution.
The Attempt at a Solution
Well...
Hi I am trying to solve an analytical solution for a single-DOF system with a non-linear damping component:
mx'' + B2x'x' + B1x' + Kx = 0.
Tried in maple with no success with the non-linear term in the eqn.
Thanks in advance.
Homework Statement
I am trying to find the critical points of the system x1=x2+y2-2xy-1 and y1=y+x-2
Homework Equations
x1=x2+y2-2xy-1=0
y1=y+x-2=0
The Attempt at a Solution
I tried to solve for zero but I end up with multiple solutions way more then I should need any help answering...