Schechter Minimax Systems and Critical Point Theory (Springer, 2009)
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3. Examples of Minimax Systems |
and
ψ(t)u = u, t [0, 1], u A,
then ψ(1)K K. He calls such a collection a homotopy-stable family with extended boundary A. He proves
Theorem 3.7. If K is a homotopy-stable family with extended closed boundary A, B is a closed subset of E satisfying (1.1), and G is a C1-functional that satisfies
sup G ≤ a ≤ inf G,
A B
where the quantity a is given by (2.6), then there is a PS sequence satisfying (1.4).
We shall prove
Theorem 3.8. Under the same assumptions, for each function ψ(t) satisfying the hypotheses of Theorem 2.4, there is a sequence satisfying (2.9). In particular, there is a Cerami sequence satisfying (1.5).
Proof. It is easy to show that such a collection K is indeed a minimax system. Indeed, if K K and ϕ ( A), then
ψ(t)u = tϕ(u) + (1 − t)u
satisfies the stipulations above, and consequently ϕ(K ) K. Since each of the members of K is compact, it follows that every C1-functional is Lipschitz continuous on
some set Kρ defined by (2.25) for ρ > 0 sufficiently small. Moreover, if σ (t) C(R+ × E, E) is such that σ (0) = I, one has S(K ) K, where
S(u) = σ (d(u, A))u, u E.
This follows from the fact that S(t)u = σ (td(u, A))u is in C([0, 1] × E, E) and satisfies
S(0)u = u, u E,
and
S(t)u = u, t [0, 1], u A.
Consequently, S(K ) = S(1)K K by hypothesis. It now follows that the conclusion of Theorem 2.14 holds.
Note. It is not required to have a satisfy
a ≤ inf G.
B
If it does, one obtains additional information as described in [74].
3.5. Examples of linking sets |
21 |
3.5 Examples of linking sets
We now discuss various subsets of a Banach space E with respect to linking. First we have
Proposition 3.9. [122] Let A, B be two closed, bounded subsets of E such that E\ A is path connected. If A links B [hm], then B links A [hm].
The next proposition gives a very useful method of checking the linking of two sets.
Proposition 3.10. [122] Let F be a continuous map from E to Rn, and let Q E be such that F0 = F|Q is a homeomorphism of Q onto the closure of a bounded open subset of Rn. If p , then F0−1(∂ ) links F−1( p) [hm].
Proposition 3.11. [122] If H is a homeomorphism of E onto itself and A links B [hm], then H A links H B [hm].
The following examples were given in [122].
Example 1. Let B be an open set in E, and let A consist of two points e1, e2 with
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B. Then A links |
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B [hm]. |
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B links A [hm] as well if |
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B is bounded. |
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Example 2. Let M, N be closed subspaces such that dim N < ∞ and E = M N. Let
(3.9) |
BR = {u E : u < R} |
and take A = ∂ BR ∩ N, |
B = M. Then A links B [hm]. |
Example 3. We take M, N as in Example 2. Let w0 = 0 be an element of M, and take
A= {v N : v ≤ R} {sw0 + v : v N, s ≥ 0, sw0 + v = R},
B= ∂ Bδ ∩ M, 0 < δ < R.
Then A and B link each other [hm].
Example 4. Take M, N as before and let v0 = 0 be an element of N. We write N = {v0} N . We take
A= {v N : v ≤ R} {sv0 + v : v N , s ≥ 0, sv0 + v = R},
B= {w M : w ≥ δ} {sv0 + w : w M, s ≥ 0, sv0 + w = δ},
where 0 < δ < R. Then A links B [hm].
Example 5. This is the same as Example 4 with A replaced by A = ∂ BR ∩ N.
Example 6. Let M, N be as in Example 2. Take A = ∂ Bδ ∩ N, and let v0 be any element in ∂ B1 ∩ N. Take B to be the set of all u of the form
u = w + sv0, w M,
22 |
3. Examples of Minimax Systems |
satisfying any of the following:
(a)w ≤ R, s = 0
(b)w ≤ R, s = 2R0
(c)w = R, 0 ≤ s ≤ 2R0,
where 0 < δ < min( R, R0). Then A and B link each other [hm].
Example 7. Let M, N be as in Example 2. |
Let v0 be in ∂ B1 ∩ N and write N = |
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{v0} N . Let |
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A = ∂ Bδ ∩ |
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B = {w M : w ≤ R} {w + sv0 : w M, s ≥ 0, w + sv0 = R}, where 0 < δ < R. Then A and B link each other [hm].
Example 8. Let M, N be closed subspaces of E, one of which is finite-dimensional,
and such that
E = M N.
If
BR := {u E : u < R}, then M ∩ ∂ BR links N [hm] for each R > 0.
Example 9. Let M, N be closed subspaces of E such that
E = M N,
with one of them being finite-dimensional. Let w0 be an element of M\{0}, and let 0 < δ < r < R. Take
A= {v N : δ ≤ v ≤ R} {sw0 + v : v N, s ≥ 0, sw0 + v = δ}{sw0 + v : v N, s ≥ 0, sw0 + v = R},
B= ∂ Br ∩ M, 0 < δ < r < R.
Then A and B link each other [hm].
Example 10. Let M, N be closed subspaces of E such that
E = M N,
with one of them being finite-dimensional. Let w0 be an element of M\{0}, and let 0 < r < R,
A= {w M : w = R},
B= {v N : v ≥ r } {u = v + sw0 : v N, s ≥ 0, u = r }.
Then A links B [hm].
3.5. Examples of linking sets |
23 |
Example 11. Let M, N be as in Example 2. Take A = ∂ Bδ ∩ N, and let v0 be any element in ∂ B1 ∩ N. Take B to be the set of all u of the form
u = w + sv0, w M,
satisfying any of the following:
(a)s = 0
(b)s = 2R0
where 0 < δ < R0. Then A links B [hm].
Example 12. Let M, N be as in Example 2. Take A = ∂ Bδ ∩ N, and let v0 be any element in ∂ B1 ∩ N. Take B to be the set of all u of the form
u = w + sv0, w M,
satisfying any of the following:
(a)w ≤ R, s = 0,
(b)w = R, s > 0,
where 0 < δ < ∞. Then A links B [hm].
Example 13. Let M be a closed subspace of a Hilbert space E with complement N {v0}, where v0 is an element in E having unit norm, and let δ be any positive number. Let ϕ(t) C1(R) be such that
0 ≤ ϕ(t) ≤ 1, ϕ(0) = 1,
and
ϕ(t) = 0, |t| ≥ 1.
Let
F(v + w + sv0) = w + [s + δ − δϕ( v 2/δ2)]v0, v N, w M, s R.
Assume that one of the subspaces M, N is finite-dimensional. Take
A = [M {v0}] ∩ ∂ BR
and
B = {v + r v0 : v N, r = δϕ( v 2/δ2)}.
Then A links B [hm] provided 0 < δ < R.
Proposition 3.12. [122] If K is any subset of a bounded open set E, then ∂
links K [hm].
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3. Examples of Minimax Systems |
3.6 Various geometries
We now apply the theorems of the preceding sections to various geometries in Banach space. As before, we assume that G C1(E, R) and that ψ satisfies the hypotheses of Theorem 2.4.
Theorem 3.13. Assume that there is a δ > 0 such that
(3.10) |
G(0) ≤ α ≤ G(u), |
u ∂ Bδ , |
and that there are a R0 < ∞ and a ϕ0 ∂ B1 such that |
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(3.11) |
G( Rϕ0) ≤ γ , |
R > R0. |
Then, for each function ψ(t) satisfying the hypotheses of Theorem 2.4, there is a
sequence {uk } E such that |
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G |
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(3.12) |
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Proof. We take A = {0, Rϕ0}, B = ∂ Bδ . Then A |
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We apply Theorem 2.24. We note that in each case |
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(3.13) |
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since the mapping |
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(3.14) |
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(3.15) |
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This implies (3.13). We replace |
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hypotheses of Theorem 2.4. By Theorem 2.24, we can find a sequence satisfying |
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(3.16) |
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Theorem 3.14. Let M, N be closed subspaces of E such that |
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(3.17) |
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(3.18) |
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dim M < ∞ or |
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3.6. Various geometries |
25 |
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Let G C1(E, R) be such that |
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(3.19) |
G(v) ≤ γ , v ∂ BR ∩ N, R > R0, |
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(3.20) |
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Then, for each function ψ(t) satisfying the hypotheses of Theorem 2.4, there is a sequence {uk } E such that
(3.21) G(uk ) → c, α ≤ c ≤ γ , G (uk )/ψ(d(uk , M)) → 0.
Proof. This time we take A and B as in Example 2 above. Thus, A links B [hm]. Again, aR given by (2.6) is finite for each R since
a |
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Again we see that we can apply Theorem 2.24 to conclude that the desired sequence exists.
Theorem 3.15. Let M, N be as in Theorem 3.14, and let G C1(E, R) satisfy
(3.22) |
G(v) ≤ α, |
v N, |
(3.23) |
G(w) ≥ α, |
w ∂ Bδ ∩ M, |
(3.24) |
G(sw0 + v) ≤ γ , |
s ≥ 0, v N, sw0 + v = R > R0, |
for some w0 ∂ B1 ∩ M, where 0 < δ < R0. Then, for each function ψ(t) satisfying the hypotheses of Theorem 2.4, there is a sequence {uk } E such that (3.12) holds.
Proof. Here we take A, B as in Example 3 above. Thus, A and B link each other [hm].
Here
A = {sw0 + v : s ≥ 0, v N, sw0 + v = R}.
Again, for each R, the quantity a given by (2.6) is finite since
aR ≤ max G,
Q
where
Q = {sw0 + v : s ≥ 0, v N, sw0 + v ≤ R}.
We now apply Theorem 2.24 to conclude that the desired sequence exists.
Theorem 3.16. Let M, N be as in Theorem 3.14, and let v0 ∂ B1 ∩ N. Take N = {v0} N . Let G C1(E, R) be such that
(3.25) |
G(v) ≤ γ , |
v ∂ BR ∩ N, R > R0, |
(3.26) |
G(w) ≥ α, |
w M, w ≥ δ, |
(3.27) |
G(sv0 + w) ≥ α, |
s ≥ 0, w M, sv0 + w = δ, |
where 0 < δ < R0. Then, for each function ψ(t) satisfying the hypotheses of Theorem 2.4, there is a sequence {uk } E such that (3.12) holds.
26 3. Examples of Minimax Systems
Proof. We take A, B as in Example 5 above. Thus, A links B [hm]. As before, we note that aR < ∞ for each R. Hence, (3.12) holds by Theorem 2.24.
3.7 A sandwich theorem
We now discuss a very useful theorem that allows one to consider functionals that are bounded from below on one subspace and bounded from above on another with no correlation between the bounds. This provides such functionals with the same advantages as those that are semibounded. One drawback is the requirement that one of the subspaces be finite-dimensional. This condition will be removed in Chapter 15 if we assume that the functional satisfies more than the mere continuity of its derivative.
Theorem 3.17. Let N be a closed subspace of a Hilbert space E and let M = N . Assume that at least one of the subspaces M, N is finite-dimensional. Let G be a C1-functional on E such that
(3.28) |
m0 |
:= w M |
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(3.29) |
m1 := sup G(v) = ∞. |
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Let ψ(t) be a positive, nonincreasing, locally Lipschitz continuous function on [0, ∞) such that (2.8) holds. Then there are a constant c R and a sequence {uk } E such that
(3.30) |
G(uk ) |
→ |
c, m0 |
≤ |
c |
≤ |
m1, G (uk )/ψ( |
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where P is the (orthogonal) projection onto M.
Proof. We may assume dim N < ∞; otherwise, we can consider −G in place of G. Let A be the set ∂ BR ∩ N, and take B = M, where R > 0 is arbitrary. Then A links B [hm] by Example 2 above. We now apply Theorem 2.21. Note that a0 ≤ m1, m0 = b0, and (2.31) holds for R sufficiently large. We also note that
aR ≤ sup G ≤ m1
BR ∩N
by taking (s)u = (1 − s)u, u E. Hence, by Theorem 2.21, for each δ > 0, there is a u E such that
m0 − δ ≤ G(u) ≤ m1 + δ, G (u) < ψ(d(u, B )).
Since this is true for each δ > 0, we obtain the desired conclusion.
3.7. A sandwich theorem |
27 |
An immediate consequence is
Corollary 3.18. Under the hypotheses of Theorem 3.17, there are a constant c R and a sequence {uk } E such that
(3.31) |
G(uk ) → c, m0 ≤ c ≤ m1, (1 + Puk )G (uk ) → 0, |
where P is the (orthogonal) projection onto M.
The following is a consequence of Theorem 2.23.
Theorem 3.19. Under the hypotheses of Theorem 3.17, for any sequence { Rk } R+ such that Rk → ∞, there are a constant c R and a sequence {uk } E such that
(3.32) |
G(u |
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c, m |
0 ≤ |
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≤ |
m |
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u |
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G |
(u ) |
≤ |
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Proof. We may assume dim N < ∞. Let Ak be the set ∂ BRk ∩ N, and take Bk = M. Then, for each k, Ak links Bk [hm] by Example 2 above. We now apply Theorem 2.23. Note that αk = Rk and ak0 ≤ m1, m0 = bk0. Take
ψ (t) |
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Since Rk + d(u, Bk ) ≥ u , we see that (3.32) holds for each k.
The following is another consequence of Theorem 2.23.
Theorem 3.20. Let N be a closed subspace of a Hilbert space E, and let M = N . Assume that at least one of the subspaces M, N is finite-dimensional. Let G be a C1-functional on E such that
(3.33) |
m0 |
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m1 |
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Then, for any ε > 0 and any sequence { Rk } R+ such that Rk → ∞, there are a constant c R and a sequence {uk } E such that
(3.35) |
G(uk ) → c, |
m0 − ε ≤ c ≤ m1 + ε, |
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G (u ) |
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Proof. We may assume dim N such that
m0 − ε < inf
w M
< ∞. Let ε > 0 be given. Then there is a uε = vε + wε
G(vε + w), sup G(v + wε ) < m1 + ε.
v N
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3. Examples of Minimax Systems |
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Note that αk |
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Since ε was arbitrary, we see that (3.35) holds.
Here are some consequences.
Theorem 3.21. Let G be a C1-functional on E such that
(3.36) |
a0 = sup G < ∞. |
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If ψ satisfies the hypotheses of Theorem 2.4, then there is a sequence {uk } E such that
(3.37) |
G(uk ) |
→ |
a0, |
G |
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The same holds if |
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(3.38) |
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b |
0 = |
E |
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> −∞, |
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inf G |
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with |
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(3.39) |
G(uk ) → b0, |
G (uk )/ψ( uk ) → 0. |
3.8. Notes and remarks |
29 |
Proof. We refer to Theorem 2.24. We take a sequence of points such that G(vk ) >
a0 − (1/ k) and a sequence { Rk } such that Rk |
> 2 vk and |
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Rk |
2βk |
−1 |
ck = 2 k |
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+ |
→ 0, k → ∞, |
2βk |
ψ(t) dt |
where βk = vk . We then take
ψk (t) = ck ψ(t + βk )
in Theorem 2.24. Then (2.53) holds. We used the fact that ∂ BRk +βk links {vk } for each k (Theorem 3.12). The conclusion follows since
u ≤ d(u, vk ) + βk .
In the second case, we replace G with −G.
Corollary 3.22. If (3.36) holds, then there is a sequence satisfying
(3.40) |
G(uk ) |
→ |
a0, |
(1 |
+ |
uk |
)G |
(uk ) |
→ |
0. |
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If (3.38) holds, there is a sequence satisfying |
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(3.41) |
G(uk ) |
→ |
b0, |
(1 |
+ |
uk |
)G |
(uk ) |
→ |
0. |
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3.8 Notes and remarks
The results of Section 3.2 are from [136], [114], and [120] (cf. also [122]). Sections 3.5 and 3.6 are from [122]. The results of Section 3.7 come from [143], [109], [108], [129], and [132].