What is Nonlinear: Definition and 624 Discussions

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.

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  1. P

    Is this nonlinear equation solvable?

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  2. H

    DG method for nonlinear elliptic PDE

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  3. S

    4 nonlinear optics problems: susceptibility, polarization

    [Wasn't sure if each problem needed a separate post. Please feel free to edit if needed.] Also \~ and \^ are tilde and hat respectively. 1a. Homework Statement Use perturbation theory to derive the 3rd order nonlinear susceptibility \chi^{(3)}(3w;w,w,w) (problem gives potential energy, etc...
  4. E

    Solving a system of 3 nonlinear equations

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  5. M

    Nonlinear First Order ODE: Bernoulli Equation with n = 2

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  6. E

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  7. N

    Time dependent forcing and nonlinear systems

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  8. T

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  9. S

    Software to solve Nonlinear Systems (ineq and eq)

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  10. marellasunny

    Number of parameters for a nonlinear differential equation

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  11. C

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  12. H

    MHB How can nonlinear ODEs be solved effectively?

    I need to solve the following ODE: http://www.sosmath.com/CBB/latexrender/pictures/041ee1419e05bc0776451b294c1dcc0e.png but i can't figure out a way to. Please help!
  13. H

    MHB Q How to Solve Nonlinear ODEs with Two Variables and Homogeneous Equations?

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  14. J

    Nonlinear second order differential equation

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  15. S

    Nonlinear Systems & Weighted Sum of Impulses

    Hello, my question is that almost all textbooks say that a linear system will give the output to a weighted sum of impulses which equals the superposition of scaled responses to each of the shifted impulses. But if we apply the same input which is a weighted sum of impulses to a non linear time...
  16. D

    MHB Investigating Inconsistencies in Strogatz's Nonlinear Dynamics Book

    Strogatz's Nonlinear and Dynamics book states that $$ \langle\sin^{2n}\rangle = \frac{1\cdot 3\cdot 5\cdots (2n-1)}{2\cdot 4\cdot 6\cdots 2n} $$ for $n\geq 1$. However, $\langle\sin^6\rangle = \frac{5}{16}\neq\frac{15}{48}$. What is the deal here?
  17. J

    System of nonlinear integral equations

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  18. K

    Motion in Nonlinear Differential Equations

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  19. X

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  20. M

    Solving a First-Order Nonlinear ODE: A Scientific Approach

    Homework Statement We have the equation: y'(x)^2+2 (x+1) \left(y'(x)+x\right)+2 y(x)+2 x=0 2. The attempt at a solution None. I don't even know how to proceed with this problem, except for, of course, expansion. I tried the factorization method, but no luck here. I have a feeling I...
  21. icesalmon

    Solving Nonlinear System with 18 Solutions: 0 ≤ α, β, γ ≤ 2π

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  22. T

    Nonlinear system (has anyone encountered this eq form?)

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  23. S

    Simple Pendulum nonlinear second order differential equation

    Homework Statement given: dt=-\frac{1}{2}\sqrt{\frac{l}{g}}\frac{d\theta}{\sqrt{sin^2(\alpha/2)-sin^2(\theta/2)}} make the change of variables sin(\theta/2)=sin(\alpha/2)sin(\phi) to show that: dt=-\sqrt{\frac{l}{g}}\frac{d\phi}{\sqrt{1-k^2sin^2(\phi)}} where k=sin(\alpha/2) Homework...
  24. A

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  25. M

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  26. H

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  27. T

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    Not sure if this topic belongs here, but here goes. Homework Statement From the AP physics C 1995 test there is a problem that gives the potential energy curve U(x). With F=-\frac{dU}{dx} in one variable, F(x)=-\frac{a}{b}+\frac{ba}{x^{2}} Where a and b are constants. Now I need to get...
  28. 1

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  29. M

    Differential Equation, nonlinear, nonexact

    Homework Statement \frac{dy}{dx}=\frac{2y - x + 7}{4x - 3y -18} Homework Equations The Attempt at a Solution I tried using v = y/x and got nothing. Same goes for trying to find an integrating factor to make the equation exact. I am given a hint, Find h and k so that the...
  30. G

    Nonlinear OD transform to linear ODE

    Hello, I am confused as to how to transform nonlinear ODEs to linear ones by change of variables. Usually its pretty straight forward and I can do it, but this particular problem has me stumped and I don't know where to begin. Homework Equations Thank you guys!
  31. G

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  32. F

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    I'm trying to solve a system of five nonlinear equations (degree 7) in Mathematica: Solve[{q (a^2 + b^2 (3 q^2 + r^2 + 8 t^2)) ((e - q)^2 - R^2 - 4 T^2)^2 + q ((e - q)^2 + R^2 + 4 T^2) - 2 (e - q) (r R + 4 t T) == 0, R (a^2 + b^2 (3 R^2 + (e - q)^2 + 8 T^2)) ((e - q)^2 -...
  33. J

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  34. Y

    How to go about solving this first-order nonlinear differential equation?

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  35. H

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  36. B

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  37. P

    Linear or Nonlinear Differential Equation?

    Homework Statement Is this differential equation linear or nonlinear? Assume that y' means dy/dx. Homework Equations 1. Homework Statement [/b] Is this differential equation linear or nonlinear? Assume that y' means dy/dx. Homework Equations \sqrt{xy'+2x2}=5 The Attempt...
  38. T

    Nonlinear First order ODE: dy/dx = x + y^2

    Homework Statement I want to find the general solution for y(x) if dy/dx = x + y^2 with initial cond't y(1) = 2 Homework Equations The Attempt at a Solution I can't figure out how to make it linear. (Obviously I don't think it's seperable) Any suggestions/solutions...
  39. P

    How do I solve this Nonlinear First Order Differential Equation?

    Hello! I am taking a self study diff e course, and I have run into a problem with no one to ask for help. Here is the problem: d/dt [ h^3(t) + 3h(t)^2 + 3h(t) ] = q(t) h(t) is output. q(t) is input. is this Nonlinear First Order Differential Equation. But I could not expand to...
  40. B

    Solving a system of two nonlinear second order ODEs (Mechanical vibrations)

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  41. jbrussell93

    Schools Preparation for grad school - nonlinear systems

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  42. V

    What branch of math deals with nonlinear systems?

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  43. M

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  44. D

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  45. N

    Mathemaica: Nonlinear Least Squares

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  46. F

    Nonlinear differential equation (Laplace transform?)

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  47. K

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  48. M

    First-Order Nonlinear ODE from transient heat transfer

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  49. sunrah

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  50. C

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