1 discuss lyapunov function theory and how it can


1. Discuss lyapunov function theory and how it can be used to prove global assmptotic stability of solutions.(Give an example form natural and engineering sciences.)

--- Draw level sets of Lyapunov function.

2. Discuss Perron-Frobenius theorem and how it can be used to prove global stability of solutions(Give an example) .

3. Discuss the stability of solutions of non-autonomous system dx/dt=f(x,t).

4. Discuss bifurcation theory, and show how to (theoretically) characterise varies, bifurcation types apriori (saddle node, pitchfork, hopf, transcritical). Show to charactrise super and sub-critical pitchfork and hopf.(Give an example of each)

1) transcritical.

2)pitchfork(super and sub-critical)

3)Hopf(super and sub-critical)

4)saddle-node

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Mathematics: 1 discuss lyapunov function theory and how it can
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