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Syllabus: Routh-Hurwitz stability criterion; root-locus plots.
6 hand-picked visual resources on this topic, 2 of them little-known gems — under each card, look for See it. Every link is checked against the live site before it ships.
Routh array, including the two special cases
Necessary condition first: all coefficients present and of the same sign. If any is missing or of opposite sign the system is already unstable and no array is needed. Otherwise the number of sign changes in the first column equals the number of right-half-plane roots.
then continue and take limits
is the auxiliary polynomial from the row above; its roots are symmetric about the origin.
Where marks are lost
A full row of zeros means roots on the axis or symmetric pairs — the system is marginally stable at best. Solving the auxiliary polynomial gives the exact -crossing frequency, which is often what the question actually wants.
Finding the range of
The standard question. Form , build the array with symbolic, and force every first-column entry positive. The limiting
Root locus rules that decide answers
The locus is the set of where the angle condition holds; the gain condition only fixes which point corresponds to which . Branches start at open-loop poles () and end at open-loop zeros or at infinity (
characteristic equation with the gain as parameter
frequency of sustained oscillation at the stability limit
See it
angle and magnitude conditions
A point is on the locus if the number of poles and zeros to its right is odd.
Where marks are lost
Adding a zero pulls the locus left (more stable, faster); adding a pole pushes it right. If a question asks the effect of a compensator qualitatively, this is the answer.
See it
centroid and angles of the asymptotes
breakaway / break-in points
centroid of the closed-loop poles is fixed — a quick check