This video tutorial covers the stability and classification of isolated critical points in autonomous non-linear systems of differential equations. It explains how to classify solutions based on the eigenvalues of the Jacobian matrix at critical points, using examples of vector fields such as source, sink, saddle, spiral source, and spiral sink. The tutorial also includes a detailed example of analyzing a system to find critical points and determine their stability using phase diagrams.

What is the primary focus of the lesson on stability and classification?

• Linear systems of equations

• Isolated critical points in non-linear systems

• Complex number theory

• Matrix algebra

In a source vector field, how do the vectors behave?

• They remain stationary

• They form a circular pattern

• They point away from the origin

• They point towards the origin

What type of stability is associated with a sink node?

• Unstable

• Asymptotically stable

• Neutral

• Chaotic

What is the behavior of a system with real eigenvalues of opposite signs?

• Spiral

• Saddle

• Sink

• Source

What is the condition for a critical point to be asymptotically stable?

• The trajectory moves away from the critical point

• The trajectory remains at a constant distance from the critical point

• The trajectory oscillates around the critical point

• The trajectory approaches the critical point over time

In the example system, what are the critical points found?

• (-1, 0) and (0, -1)

• (1, 1) and (-1, -1)

• (0, 0) and (1, -1)

• (0, 1) and (1, 0)

What is the stability of the critical point (0, 0) in the example?

• Stable

• Neutral

• Unstable

• Asymptotically stable

What type of equilibrium point is (1, -1) in the example?

• Source

• Sink

• Saddle

• Spiral

In the phase portrait, what does the behavior of vectors around (1, -1) indicate?

• They form a circular pattern

• They point towards the point

• They remain stationary

• They point away from the point

What does the phase portrait reveal about the stability of (0, 0)?

• It is a spiral sink

• It is a spiral source

• It is a saddle point

• It is a stable node