The Split Common Fixed Point Problem for Total Asymptotically Strictly Pseudocontractive Mappings
Abstract
The purpose of this paper is to propose an algorithm for solving the split common fixed point problems for total asymptotically strictly pseudocontractive mappings in infinite-dimensional Hilbert spaces. The results presented in the paper improve and extend some recent results of Moudafi (2011 and 2010), Xu (2010 and 2006), Censor and Segal (2009), Censor et al. (2005), Masad and Reich (2007), Censor et al. (2007), Yang (2004), and others.
1. Introduction
Throughout this paper, we always assume that H1, H2 are real Hilbert spaces, “→, ⇀” denote by strong and weak convergence, respectively, and F(T) is the fixed point set of a mapping T.
The split common fixed point problem (SCFP) is a generalization of the split feasibility problem (SEP) and the convex feasibility problem (CFP). It is worth mentioning that SFP in finite-dimensional spaces was first introduced by Censor and Elfving [1] for modeling inverse problems which arise from phase retrievals and in medical image reconstruction [2]. Recently, it has been found that the SFP can also be used in various disciplines such as image restoration, computer tomograph, and radiation therapy treatment planning [3–5].
SEP in an infinite-dimensional Hilbert space can be found in [2, 4, 6–8]. Moreover the convex feasibility formalism is at the core of the modeling of many inverse problems and has been used to model significant real-world problems.
The split common fixed point problems for a class of quasi-nonexpansive mappings and demicontractive mappings in the setting of Hilbert space were first introduced and studied by Moudafi [9, 10].
2. Preliminaries
We first recall some definitions, notations, and conclusions which will be needed in proving our main results.
Let E be a Banach space. A mapping T : E → E is said to be demiclosed at origin, if for any sequence {xn} ⊂ E with xn⇀x* and ∥(I − T)xn∥→0, x* = Tx*.
Remark 2.1. It is well known that each Hilbert space possesses the Opial property.
Definition 2.2. Let H be a real Hilbert space, and let K be nonempty and closed convex subset of H.
- (1)
A mapping G : K → K is said to be (γ, {μn}, {ξn}, ϕ)-totally asymptotically strictly pseudocontractive, if there exist a constant γ ∈ [0,1) and sequences {μn}⊂[0, ∞) and {ξn}⊂[0, ∞) with μn → 0 and ξn → 0 such that for all x, y ∈ K
(2.2)where ϕ : [0, ∞)→[0, ∞) is a continuous and strictly increasing function with ϕ(0) = 0. - (2)
A mapping G : K → K is said to be (γ, {kn})-asymptotically strictly pseudocontractive, if there exist a constant γ ∈ [0,1) and a sequence {kn}⊂[1, ∞) with kn → 1 such that
- (3)
Especially, if there exists γ ∈ [0,1) such that
(2.4)then G : K → K is called a γ-strictly pseudocontractive mapping. - (4)
A mapping G : K → K is said to be uniformly L-Lipschitzian, if there exists a constant L > 0, such that
(2.5)
- (5)
A mapping G : K → K is said to be semicompact, if for any bounded sequence {xn} ⊂ K with lim n→∞∥xn − Gxn∥ = 0, there exists a subsequence such that converges strongly to some point x* ∈ K.
Remark 2.3. If ϕ(λ) = λ2, λ ≥ 0, and ξn = 0, then a (γ, {μn}, {ξn}, ϕ)-total asymptotically strictly pseudocontractive mapping is an (γ, {kn})-asymptotically strict pseudocontractive mapping, where {kn = 1 + μn}.
Proposition 2.4. Let G : K → K be a (γ, {μn}, {ξn}, ϕ)-total asymptotically strictly pseudocontractive mapping. If F(G) ≠ ∅, then for each q ∈ F(G) and for each x ∈ K, the following inequalities hold and they are equivalent:
Proof. (I) Inequality (2.6) can be obtained from (2.2) immediately.
(II) (2.6) ⇔ (2.7) In fact, since
Conversely, from (2.7) the inequality (2.6) can be obtained immediately.
(III) (2.7) ⇔ (2.8) In fact, since
Conversely, the inequality (2.7) can be obtained from (2.8) immediately.
This completes the proof of Proposition 2.4.
Lemma 2.5 (see [11].)Let {an}, {bn}, and {δn} be sequences of nonnegative real numbers satisfying
Lemma 2.6 (see [12].)Let H be a real Hilbert space. If {xn} is a sequence in H weakly convergent to z, then
Proposition 2.7. Let H be a real Hilbert space and let T : H → H be a uniformly L-Lipschitzian and γ, {μn}, {ξn}, ϕ-total asymptotically strictly pseudocontractive mapping. Then the demiclosedness principle holds for T in the sense that if {xn} is a sequence in H such that xn⇀x*, and limsup m→∞limsup n→∞∥xn − Tmxn∥ = 0, then (I − T)x* = 0. In particular, if xn⇀x*, and ∥(I − T)xn∥→0, then (I − T)x* = 0, that is, T is demiclosed at origin.
Proof. Since {xn} is bounded, we can define a function f on H by
3. Split Common Fixed Point Problem
For solving the split common fixed point problem (1.1), let us assume that the following conditions are satisfied.
(1) H1 and H2 are two real Hilbert spaces, and A : H1 → H2 is a bounded linear operator.
- (i)
C : = F(S) ≠ ∅, Q : = F(T) ≠ ∅;
- (ii)
, and , ;
- (iii)
ϕ = max {ϕ1, ϕ2} and there exist two positive constants M and M* such that ϕ(λ) ≤ M*λ2 for all λ ≥ M.
We are now in a position to give the following result.
Theorem 3.1. Let , and ϕ be the same as mentiond before. Let {xn} be the sequence generated by
- (iv)
αn ∈ (δ, 1 − β), for all n ≥ 1 and γ ∈ (0, (1 − κ)/∥A∥2), where δ ∈ (0,1 − β) is a positive constant.
- (I)
If Γ ≠ ∅ (where Γ is the set of solutions to (SCFP)-(1.1)), then {xn} converges weakly to a point x* ∈ Γ.
- (II)
In addition, if S is also semicompact, then {xn} and {un} both converge strongly to x* ∈ Γ.
- (I)
Proof. The following is the proof of Theorem 3.1.
The Proof of Conclusion (I) (1) First we prove that for each p ∈ Γ, the following limits exist and
In fact, since ϕ is a continuous and increasing function, it results that ϕ(λ) ≤ ϕ(M), if λ ≤ M, and ϕ(λ) ≤ M*λ2, if λ ≥ M. In either case, we can obtain that
For any given p ∈ Γ, hence p ∈ C : = F(S), and Ap ∈ Q : = F(T), from (3.1) and (2.7) we have
(2) Next we prove that
In fact, it follows from (3.1) that
(3) Next we prove that
In fact, from (3.15) we have
Similarly, from (3.16) we have
(4) Finally we prove that xn⇀x* and un⇀x* which is a solution of (SCFP)-(1.1).
Since {un} is bounded, there exists a subsequence such that (some point in H1). From (3.22) we have
Moreover, from (3.1) and (3.16) we have
Now we prove that xn⇀x* and un⇀x*.
Suppose to the contrary, if there exists another subsequence such that with y* ≠ x*, then by virtue of (3.2) and the Opial property of Hilbert space, we have
The Proof of Conclusion (II) By the assumption that S is semicompact, it follows from (3.27) that there exists a subsequence of (without loss of generality, we still denote it by ) such that (some point in H). Since , this implies that x* = u*. And so . By virtue of (3.2) we know that lim n→∞∥un − x*∥ = 0 and lim n→∞∥xn − x*∥ = 0; that is, {un} and {xn} both converge strongly to x* ∈ Γ.
This completes the proof of Theorem 3.1.
The following theorem can be obtained from Theorem 3.1 immediately.
Theorem 3.2. Let H1 and H2 be two real Hilbert spaces, let A : H1 → H2 be a bounded linear operator, let S : H1 → H1 be a uniformly L-Lipschitzian and -asymptotically strictly pseudocontractive mapping, and let T : H2 → H2 be a uniformly -Lipschitzian and - asymptotically strictly pseudocontractive mapping satisfying the following conditions:
- (i)
C : = F(S) ≠ ∅, Q : = F(T) ≠ ∅;
- (ii)
, and .
- (iii)
αn ∈ (δ, 1 − β), for all n ≥ 1 and γ ∈ (0, (1 − κ)/∥A∥2), where δ ∈ (0,1 − β) is a constant. If Γ ≠ ∅, then the conclusions of Theorem 3.1 still hold.
From Theorems 3.1 and 3.2 we can obtain the following.
Theorem 3.3. Let H1 and H2 be two real Hilbert spaces, let A : H1 → H2 be a bounded linear operator, S : H1 → H1 be a uniformly L-Lipschitzian and β-strictly pseudocontractive mapping, and let T : H2 → H2 be a uniformly -Lipschitzian and κ-strictly pseudocontractive mapping satisfying the following conditions:
- (i)
C : = F(S) ≠ ∅, Q : = F(T) ≠ ∅;
- (ii)
T and S both are demiclosed at origin.
- (iii)
αn ∈ (δ, 1 − β), for all n ≥ 1 and γ ∈ (0, (1 − κ)/∥A∥2), where δ ∈ (0,1 − β) is a constant. If Γ ≠ ∅, then the conclusions of Theorem 3.1 still hold.
Proof. By the same way as given in the proof of Theorems 3.1 and 3.2 and noting that in the case of strictly pseudocontractive mapping the sequence {kn = 1} in Theorem 3.2. Therefore we can prove that for each p ∈ Γ, the limits lim n→∞∥xn − p∥ and lim n→∞∥un − p∥ exist and
Acknowledgments
The authors would like to express their thanks to the editors and the referees for their helpful comments and suggestions. This work was supported by the Natural Science Foundation of Yunnan Province and Yunnan University of Finance and Economics.