Product of gradients at intersection of null clines in 2D system

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SUMMARY

The discussion centers on the stability of fixed points in nonlinear systems, specifically using the product of the gradients of null clines at their intersection. Researchers utilize a rule of thumb where a product of gradients less than -1 indicates stability, while a product greater than -1 suggests neutral stability or instability. The participants seek references or formal proofs regarding this rule, highlighting the need for a deeper understanding of the underlying principles.

PREREQUISITES
  • Understanding of nonlinear systems and fixed points
  • Familiarity with null clines and their significance in dynamical systems
  • Knowledge of gradient calculations in multivariable calculus
  • Experience with vector fields and their interpretation
NEXT STEPS
  • Research the mathematical foundations of stability in nonlinear systems
  • Study the concept of null clines in depth, including their graphical representation
  • Explore the implications of gradient products in dynamical systems
  • Investigate existing literature on theorems related to stability criteria
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Researchers, mathematicians, and students studying nonlinear dynamics, particularly those interested in stability analysis and the behavior of fixed points in two-dimensional systems.

Appaloosa
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Hi all,

it seems that there is a rule of thumb used by some researchers looking at nonlinear systems whereby they determine the stability of fixed points based on the product of the gradients of the null clines at the point where they intersect. in particular if the product of the gradients is < -1 the fixed point is assumed to be stable and if it is > -1 the fixed point is either neutrally stable or unstable. i can't find the proof of this result anywhere, does anyone know of a reference which discuss this result or know if this is a named theorem?

many thanks..
 
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You cannot 'prove' a rule of thumb. An idea is to draw the vector field of an attractor and a repeller. Then have a look at the angles and whether they point out- or inwards, i.e. whether they are acute or obtuse.
 

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