Nonlinear dynamics Definition and 34 Threads

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. V9999

    I Open problems in nonlinear dynamics and Chaos

    What are the remaining open problems and challenges of nonlinear dynamics and chaos?
  2. codebpr

    A Can a black hole horizon act as a source of Chaos?

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  3. V

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  4. O

    I The Trapping Region of the Lorenz equations

    I was dealing with nonlinear systems of differential equations like the Lorenz equations (https://en.wikipedia.org/wiki/Lorenz_system). Now there is a trapping region of this system defined by the ellipsoid ρx^2+σy^2+σ(z-2ρ)^2<R. I wondered how this region is found and I found out that a...
  5. Auto-Didact

    A Quantization isn't fundamental

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  6. S

    Can subharmonics in a system be also termed as bifurcation?

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  7. S

    Difference between bifurcation and chaos

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  8. S

    Why is chaos more studied in dc-dc converters compared to other circuits?

    Why is chaos only more studied in dc-dc converters and not in other nonlinear circuits, such as, rectifiers?
  9. S

    What is 'phase space in chaos theory and nonlinear dynamics?

    The term 'phase space' is often used in the study of nonlinear dynamics.What is it.
  10. S

    I What is the difference between phase space and state-space?

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  11. S

    Why Is Chaos Deterministic and Not Random?

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  12. Auto-Didact

    Defining chaos: expansion entropy

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  13. dexterdev

    A Can a molecular dynamics simulation enter a limit cycle?

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  14. debajyoti datta

    Other Best book for nonlinear dynamics for a beginner

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  15. F

    Applied Nonlinear Dynamics & Chaos: Is It Possible to Jump In Mid-Book?

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  16. J

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  17. H

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  18. laramman2

    Applied What Are the Best Textbooks for Self-Studying Nonlinear Dynamics?

    What textbooks would you recommend for self studying Nonlinear Dynamics? I am a undergraduate junior who will be doing research on nonlinearity of spiking neurons. I have taken courses on ODE, vector calculus, probability, statistics, and linear algebra.
  19. B

    What's the Next Good Book to Learn About Nonlinear Dynamics?

    I completed the book 'Nonlinear Dynamics and Chaos' by Strogatz. What will be next good book to learn about nonlinear dynamics?
  20. N

    Archived Nonlinear Dynamics and Chaos, Strogatz: 2.1.5

    Homework Statement a) Find a mechanical system that is approximately governed by \dot{x}=sin(x) b) Using your physical intuition, explain why it now becomes obvious that x*=0 is an unstable fixed point and x*=\pi is stable. Homework Equations \dot{x}=sin(x) (?) The Attempt at a Solution...
  21. N

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  22. 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?
  23. X

    Are All One-Dimensional Vector Fields Gradient Systems?

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  24. X

    Practice Problems to Nonlinear Dynamics Strogatz Book

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  25. J

    Question on nonlinear dynamics

    Homework Statement Consider the system x' + x = F(t), where F is smooth, T-periodic function. IS it true that the system necessarily has a stable T-periodic solution x(t)? If so, Prove it; If not, find an F that provides a counterexample. Homework Equations x' + x = F(t) The...
  26. MathWarrior

    Where are nonlinear dynamics and chaos theory used?

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  27. A

    Nonlinear Dynamics: Nullclines and phase plane of a nonlinear system

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  28. P

    Where Does Homoclinic Bifurcation Occur in a 2-D Nonlinear Dynamics System?

    Hi everyone, I am studying a 2-D nonlinear dynamics system, with two key parameters. But I have trouble when I want to locate where the homoclinic bifurcation occurs in the parameter space. Can anyone give me some ideas or reference readings? Thx
  29. H

    Why Is x=0 Unstable and x=pi Stable in the dx/dt=sinx System?

    Homework Statement 2.1.5(A mechanical Analog) a) Find a mechanical system approximately governed by dx/dt=sinx b)Using your physical intuition explain why it becomes obvious that x*=0 is an unstable fixed point and x*=pi is a stable fixed point. (note*this is exactly how it appears in...
  30. K

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  31. K

    Combining nonlinear dynamics with the human body?

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  32. S

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  33. E

    Mathematica Nonlinear Dynamics and Mathematical Physics

    I'm interested in focusing on nonlinear dynamics or mathematical physics for my PhD and was wondering if anyone could tell me what US universities have strong departments in these topics. I've heard that Cornell is good for dynamics and chaos but haven't heard much about other colleges. Thanks.
  34. D

    What is Nonlinear Dynamics and Chaos?

    I recently came across Nonlinear Dynamics and Chaos by Strogatz and I'm recommending it to all my Physics/Applied Math friends. This is a great introductory book on the subject and you don't need any more Math than is taught in a basic Diff. Eq. course. I love this book 'cause a) Strogatz...
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