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. MMircky

    Studying Nonlinear Optics Starting Point

    I am currently an undergrad studying physics and am doing research on PPLN and nonlinear optics. I have a basic understanding of the math involved with my research, but would like to know more on nonlinear optics and why these materials behave the way they do. I am currently reading...
  2. P

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  3. H

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  4. Nipuna Weerasekara

    A non-exact nonlinear first ODE to solve

    Homework Statement Solve the following equation. Homework Equations ( 3x2y4 + 2xy ) dx + ( 2x3y3 - x2 ) dy = 0 The Attempt at a Solution M = ( 3xy4 + 2xy ) N = ( 2x3y3 - x2 ) ∂M/∂y = 12x2y3 + 2x ∂N/∂x = 6x2y3 - 2x Then this equation looks like that the integrating factor is (xM-yN). IF =...
  5. M

    Solving Nonlinear ODEs: Homework Statement and Attempt at Solution

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  6. ShayanJ

    A Numerical solution of two coupled nonlinear PDEs

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  7. S

    Show that T is a nonlinear transformation

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  8. P

    MHB Abhishek's Questions About Solving Nonlinear Equations

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  9. E

    I Isolate variables in nonlinear equation for regression

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  10. S

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  11. debajyoti datta

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  12. E

    A Nonhomogeneous second order nonlinear differential equations

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  13. R

    A The Nonlinear Schrödinger Equation

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  14. K

    Laser frequency doubling range for nonlinear crystals

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  15. n7imo

    I Solving a Tricky Nonlinear Equation System: A Quest for Closed Form Solutions

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  16. F

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  17. S

    A Nonlinear first order Differential equation

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  18. K

    MHB Put the 2D nonlinear system into Polar Coordinates

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  19. A

    Finding the state space model of a nonlinear system

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  20. dquark

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  21. sciencejournalist00

    B How do scientists work with nonlinear crystals

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  22. Y

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  23. S

    Nonlinear coordinate transformation

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  24. S

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  25. P

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  26. S

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  27. karush

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  28. V

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  29. RicardoMP

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  30. kroni

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  31. T

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  32. Konte

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  33. S

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  34. E

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  35. M

    Nonlinear PDE Help: Solving \alpha(uu_x)_x = u_t | Initial Value Problem Tips"

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  36. M

    Nonlinear heat equation -- Handling the conductivity

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  37. S

    What is the optimal solution for constrained nonlinear programming problems?

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  38. K

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    Hello, I'm a student in mechanical engineering and right now, we're studying non Linear Calculation of Structures. We have a project which consists on evaluating one of the solutions to stop a tourism aeroplane CESSNA 172, like a cable to stop it when it lands. So we started our study with a...
  39. Calpalned

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  40. Calpalned

    Linear vs nonlinear diff equation II

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  41. R

    MATLAB Fit with implicit nonlinear function - Matlab

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  42. S

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  43. P

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  44. FOIWATER

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  45. T

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  46. S

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  47. A

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  48. B

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  49. Y

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  50. V

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