Mountain pass theorem

Summary

The mountain pass theorem is an existence theorem from the calculus of variations, originally due to Antonio Ambrosetti and Paul Rabinowitz.[1] Given certain conditions on a function, the theorem demonstrates the existence of a saddle point. The theorem is unusual in that there are many other theorems regarding the existence of extrema, but few regarding saddle points.

Statement edit

The assumptions of the theorem are:

  •   is a functional from a Hilbert space H to the reals,
  •   and   is Lipschitz continuous on bounded subsets of H,
  •   satisfies the Palais–Smale compactness condition,
  •  ,
  • there exist positive constants r and a such that   if  , and
  • there exists   with   such that  .

If we define:

 

and:

 

then the conclusion of the theorem is that c is a critical value of I.

Visualization edit

The intuition behind the theorem is in the name "mountain pass." Consider I as describing elevation. Then we know two low spots in the landscape: the origin because  , and a far-off spot v where  . In between the two lies a range of mountains (at  ) where the elevation is high (higher than a>0). In order to travel along a path g from the origin to v, we must pass over the mountains—that is, we must go up and then down. Since I is somewhat smooth, there must be a critical point somewhere in between. (Think along the lines of the mean-value theorem.) The mountain pass lies along the path that passes at the lowest elevation through the mountains. Note that this mountain pass is almost always a saddle point.

For a proof, see section 8.5 of Evans.

Weaker formulation edit

Let   be Banach space. The assumptions of the theorem are:

  •   and have a Gateaux derivative   which is continuous when   and   are endowed with strong topology and weak* topology respectively.
  • There exists   such that one can find certain   with
 .
  •   satisfies weak Palais–Smale condition on  .

In this case there is a critical point   of   satisfying  . Moreover, if we define

 

then

 

For a proof, see section 5.5 of Aubin and Ekeland.

References edit

  1. ^ Ambrosetti, Antonio; Rabinowitz, Paul H. (1973). "Dual variational methods in critical point theory and applications". Journal of Functional Analysis. 14 (4): 349–381. doi:10.1016/0022-1236(73)90051-7.

Further reading edit

  • Aubin, Jean-Pierre; Ekeland, Ivar (2006). Applied Nonlinear Analysis. Dover Books. ISBN 0-486-45324-3.
  • Bisgard, James (2015). "Mountain Passes and Saddle Points". SIAM Review. 57 (2): 275–292. doi:10.1137/140963510.
  • Evans, Lawrence C. (1998). Partial Differential Equations. Providence, Rhode Island: American Mathematical Society. ISBN 0-8218-0772-2.
  • Jabri, Youssef (2003). The Mountain Pass Theorem, Variants, Generalizations and Some Applications. Encyclopedia of Mathematics and its Applications. Cambridge University Press. ISBN 0-521-82721-3.
  • Mawhin, Jean; Willem, Michel (1989). "The Mountain Pass Theorem and Periodic Solutions of Superlinear Convex Autonomous Hamiltonian Systems". Critical Point Theory and Hamiltonian Systems. New York: Springer-Verlag. pp. 92–97. ISBN 0-387-96908-X.
  • McOwen, Robert C. (1996). "Mountain Passes and Saddle Points". Partial Differential Equations: Methods and Applications. Upper Saddle River, NJ: Prentice Hall. pp. 206–208. ISBN 0-13-121880-8.