Báo cáo sinh học: " Fixed point and weak convergence theorems for point-dependent lambda-hybrid mappings in Banach spaces"
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- Fixed Point Theory and Applications This Provisional PDF corresponds to the article as it appeared upon acceptance. Fully formatted PDF and full text (HTML) versions will be made available soon. Fixed point and weak convergence theorems for point-dependent lambda-hybrid mappings in Banach spaces Fixed Point Theory and Applications 2011, 2011:105 doi:10.1186/1687-1812-2011-105 Young-Ye Huang (yueh@mail.stut.edu.tw) Jyh-Chung Jeng (jhychung@mail.njtc.edu.tw) Tian-Yuan Kuo (sc038@mail.fy.edu.tw) Chung-Chien Hong (chtchong10@gmail.com) ISSN 1687-1812 Article type Research Submission date 25 August 2011 Acceptance date 23 December 2011 Publication date 23 December 2011 Article URL http://www.fixedpointtheoryandapplications.com/content/2011/1/105 This peer-reviewed article was published immediately upon acceptance. It can be downloaded, printed and distributed freely for any purposes (see copyright notice below). For information about publishing your research in Fixed Point Theory and Applications go to http://www.fixedpointtheoryandapplications.com/authors/instructions/ For information about other SpringerOpen publications go to http://www.springeropen.com © 2011 Huang et al. ; licensee Springer. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
- Fixed point and weak convergence theorems for point-dependent λ-hybrid mappings in Banach spaces Young-Ye Huang1 , Jyh-Chung Jeng2 , Tian-Yuan Kuo3 and Chung-Chien Hong∗4 1 Center for General Education, Southern Taiwan University, 1 Nantai St., Yongkang Dist., Tainan 71005, Taiwan 2 Nanjeon Institute of Technology, 178 Chaoqin Rd., Yenshui Dist., Tainan 73746, Taiwan 3 Fooyin University, 151 Jinxue Rd., Daliao Dist., Kaohsiung 83102, Taiwan 4 Department of Industrial Management, National Pingtung University of Science and Technology, 1 Shuefu Rd., Neopu, Pingtung 91201, Taiwan ∗ Corresponding author: chong@mail.npust.edu.tw Email addresses: YYH: yueh@mail.stut.edu.tw JCJ: jhychung@mail.njtc.edu.tw TYK: sc038@mail.fy.edu.tw 1
- Abstract The purpose of this article is to study the fixed point and weak convergence problem for the new defined class of point-dependent λ-hybrid mappings relative to a Bregman distance Df in a Banach space. We at first extend the Aoyama–Iemoto–Kohsaka–Takahashi fixed point theorem for λ-hybrid mappings in Hilbert spaces in 2010 to this much wider class of nonlinear mappings in Banach spaces. Secondly, we derive an Opial-like inequality for the Bregman distance and apply it to establish a weak convergence theorem for this new class of nonlinear mappings. Some concrete examples in a Hilbert space showing that our extension is proper are also given. Keywords: fixed point, Banach limit, Bregman distance, Gˆteaux differ- a entiable, subdifferential. 2010 MSC: 47H09; 47H10. 2
- 1 Introduction Let C be a nonempty subset of a Hilbert space H . A mapping T : C → H is said to be (1.1) nonexpansive if T x − T y ≤ x − y , ∀x, y ∈ C , cf. [1, 2]; 2 2 (1.2) nonspreading if T x − T y ≤ x−y + 2 x − T x, y − T y , ∀x, y ∈ C , cf. [3–5]; 2 2 (1.3) hybrid if T x − T y ≤ x−y + x − T x, y − T y , ∀x, y ∈ C , cf. [3, 5–7]. As shown in [3], (1.2) is equivalent to 2 2 2 2 Tx − Ty ≤ Tx − y + x − Ty for all x, y ∈ C . In 1965, Browder [1] established the following Browder fixed point Theorem. Let C be a nonempty closed convex subset of a Hilbert space H , and let T : C → C be a nonexpansive mapping. Then, the following are equivalent: (a) There exists x ∈ C such that {T n x}n∈N is bounded; (b) T has a fixed point. The above result is still true for nonspreading mappings which was shown in Kohsaka and Takahashi [4]. (We call it the Kohsaka–Takahashi fixed point theorem.) 3
- Recently, Aoyama et al. [8] introduced a new class of nonlinear mappings in a Hilbert space containing the classes of nonexpansive mappings, nonspreading mappings and hybrid mappings. For λ ∈ R, they call a mapping T : C → H 2 2 (1.4) λ-hybrid if T x − T y ≤ x−y + λ x − T x, y − T y , ∀x, y ∈ C. And, among other things, they establish the following Aoyama–Iemoto–Kohsaka–Takahashi fixed point Theorem. [8] Let C be a nonempty closed convex subset of a Hilbert space H , and let T : C → C be a λ-hybrid mapping. Then, the following are equivalent: (a) There exists x ∈ C such that {T n x}n∈N is bounded; (b) T has a fixed point. Obviously, T is nonexpansive if and only if it is 0-hybrid; T is nonspreading if and only if it is 2-hybrid; T is hybrid if and only if it is 1-hybrid. Motivated by the above works, we extend the concept of λ-hybrid from Hilbert spaces to Banach spaces in the following way: Definition 1.1. For a nonempty subset C of a Banach space X , a Gˆteaux a differentiable convex function f : X → (−∞, ∞] and a function λ : C → R, a mapping T : C → X is said to be point-dependent λ-hybrid relative to Df if (1.5) Df (T x, T y ) ≤ Df (x, y ) + λ(y ) x − T x, f (y ) − f (T y ) , ∀x, y ∈ C, where Df is the Bregman distance associated with f and f (x) denotes the Gˆteaux a derivative of f at x. In this article, we study the fixed point and weak convergence problem for 4
- mappings satisfying (1.5). This article is organized in the following way: Sec- tion 2 provides preliminaries. We investigate the fixed point problem for point- dependent λ-hybrid mappings in Section 3, and we give some concrete examples showing that even in the setting of a Hilbert space, our fixed point theorem gen- eralizes the Aoyama–Iemoto–Kohsaka–Takahashi fixed point theorem properly in Section 4. Section 5 is devoting to studying the weak convergence problem for this new class of nonlinear mappings. 2 Preliminaries In what follows, X will be a real Banach space with topological dual X ∗ and f : X → (−∞, ∞] will be a convex function. D denotes the domain of f , that is, D = {x ∈ X : f (x) < ∞}, and D◦ denotes the algebraic interior of D, i.e., the subset of D consisting of all those points x ∈ D such that, for any y ∈ X \ {x}, there is z in the open segment (x, y ) with [x, z ] ⊆ D. The topological interior of D, denoted by Int(D), is contained in D◦ . f is said to be proper provided that D = ∅. f is called lower semicontinuous (l.s.c.) at x ∈ X if f (x) ≤ lim inf y→x f (y ). f is strictly convex if f (αx + (1 − α)y ) < αf (x) + (1 − α)f (y ) for all x, y ∈ X and α ∈ (0, 1). The function f : X → (−∞, ∞] is said to be Gˆteaux differentiable at x ∈ X a 5
- if there is f (x) ∈ X ∗ such that f (x + ty ) − f (x) lim = y , f (x) t t→0 for all y ∈ X. The Bregman distance Df associated with a proper convex function f is the function Df : D × D → [0, ∞] defined by Df (y, x) = f (y ) − f (x) + f ◦ (x, x − y ), (1) where f ◦ (x, x − y ) = limt→0+ f (x + t(x − y )) − f (x)/t. Df (y, x) is finite valued if and only if x ∈ D◦ , cf. Proposition 1.1.2 (iv) of [9]. When f is Gˆteaux a differentiable on D, (1) becomes Df (y, x) = f (y ) − f (x) − y − x, f (x) , (2) and then the modulus of total convexity is the function νf : D◦ × [0, ∞) → [0, ∞] defined by νf (x, t) = inf {Df (y, x) : y ∈ D, y − x = t}. It is known that νf (x, ct) ≥ cνf (x, t) (3) for all t ≥ 0 and c ≥ 1, cf. Proposition 1.2.2 (ii) of [9]. By definition it follows that Df (y, x) ≥ νf (x, y − x ). (4) 6
- The modulus of uniform convexity of f is the function δf : [0, ∞) → [0, ∞] defined by x+y δf (t) = inf f (x) + f (y ) − 2f : x, y ∈ D, x − y ≥ t . 2 The function f is called uniformly convex if δf (t) > 0 for all t > 0. If f is uniformly convex then for any ε > 0 there is δ > 0 such that x+y f (x) f (y ) f ≤ + −δ (5) 2 2 2 for all x, y ∈ D with x − y ≥ ε. Note that for y ∈ D and x ∈ D◦ , we have x+y f (x) + f (y ) − 2f 2 y −x f x+ − f (x) 2 =f (y ) − f (x) − 1 2 ≤f (y ) − f (x) − f ◦ (x, y − x) ≤ Df (y, x), where the first inequality follows from the fact that the function t → f (x + tz ) − f (x)/t is nondecreasing on (0, ∞). Therefore, νf (x, t) ≥ δf (t) (6) whenever x ∈ D◦ and t ≥ 0. For other properties of the Bregman distance Df , we refer readers to [9]. ∗ The normalized duality mapping J from X to 2X is defined by Jx = {x∗ ∈ X ∗ : x, x∗ = x 2 = x∗ 2 } for all x ∈ X . 7
- 2 When f (x) = x in a smooth Banach space X , it is known that f (x) = 2J (x) for x ∈ X , cf. Corollaries 1.2.7 and 1.4.5 of [10]. Hence, we have 2 2 Df (y, x) = y −x − y − x, f (x) 2 2 =y −x − 2 y − x, Jx 2 2 =y +x − 2 y , Jx . Moreover, as the normalized duality mapping J in a Hilbert space H is the identity operator, we have 2 2 − 2 y, x = y − x 2. Df (y, x) = y +x 2 Thus, in case λ is a constant function and f (x) = x in a Hilbert space, (1.5) coincides with (1.4). However, in general, they are different. A function g : X → (−∞, ∞] is said to be subdifferentiable at a point x ∈ X if there exists a linear functional x∗ ∈ X ∗ such that g (y ) − g (x) ≥ y − x, x∗ , ∀y ∈ X. We call such x∗ the subgradient of g at x. The set of all subgradients of g at x ∗ is denoted by ∂g (x) and the mapping ∂g : X → 2X is called the subdifferential of g . For a l.s.c. convex function f , ∂f is bounded on bounded subsets of Int(D) if and only if f is bounded on bounded subsets there, cf. Proposition 1.1.11 of [9]. A proper convex l.s.c. function f is Gˆteaux differentiable at x ∈ Int(D) if and a only if it has a unique subgradient at x; in such case ∂f (x) = f (x), cf. Corollary 1.2.7 of [10]. 8
- The following lemma will be quoted in the sequel. Lemma 2.1. (Proposition 1.1.9 of [9]) If a proper convex function f : X → (−∞, ∞] is Gˆteaux differentiable on Int(D) in a Banach space X , then the a following statements are equivalent: (a) The function f is strictly convex on Int(D). (b) For any two distinct points x, y ∈ Int(D), one has Df (y, x) > 0. (c) For any two distinct points x, y ∈ Int(D), one has x − y, f (x) − f (y ) > 0. Throughout this article, F (T ) will denote the set of all fixed points of a mapping T . 3 Fixed point theorems In this section, we apply Lemma 2.1 to study the fixed point problem for mappings satisfying (1.5). Theorem 3.1. Let X be a reflexive Banach space and let f : X → (−∞, ∞] be a l.s.c. strictly convex function so that it is Gˆteaux differentiable on Int(D) and a is bounded on bounded subsets of Int(D). Suppose C ⊆ Int(D) is a nonempty closed convex subset of X and T : C → C is point-dependent λ-hybrid relative to Df for some function λ : C → R. For x ∈ C and any n ∈ N define n− 1 1 T k x, Sn x = n k=0 9
- where T 0 is the identity mapping on C . If {T n x}n∈N is bounded, then every weak cluster point of {Sn x}n∈N is a fixed point of T . Proof. Since T is point-dependent λ-hybrid relative to Df , we have, for any y ∈ C and k ∈ N ∪ {0}, 0 ≤ Df (T k x, y ) − Df (T k+1 x, T y ) + λ(y ) T k x − T k+1 x, f (y ) − f (T y ) = f (T k x) − f (y ) − T k x − y, f (y ) − f (T k+1 x) + f (T y ) + T k+1 x − T y, f (T y ) + λ(y ) T k x − T k+1 x, f (y ) − f (T y ) = f (T k x) − f (T k+1 x) + [f (T y ) − f (y )] + λ(y )(T k x − T k+1 x) − T k x + y, f (y ) + T k+1 x − T y − λ(y )(T k x − T k+1 x), f (T y ) . Summing up these inequalities with respect to k = 0, 1, . . . , n − 1, we get 0 ≤ [f (x) − f (T n x)] + n [f (T y ) − f (y )] + λ(y )(x − T n x) + ny − nSn x, f (y ) + (n + 1)Sn+1 x − x − nT y − λ(y )(x − T n x), f (T y ) . Dividing the above inequality by n, we have f (x) − f (T n x) λ(y )(x − T n x) 0≤ + [f (T y ) − f (y )] + + y − Sn x, f (y ) n n λ(y )(x − T n x) n+1 x + Sn+1 x − − T y − , f (T y ) . (7) n n n Since {T n x}n∈N is bounded, {Sn x}n∈N is bounded, and so, in view of X being reflexive, it has a subsequence {Sni x}i∈N so that Sni x converges weakly to some v ∈ C as ni → ∞. Replacing n by ni in (7), and letting ni → ∞, we obtain from the fact that {T n x}n∈N and {f (T n x)}n∈N are bounded that 0 ≤ f (T y ) − f (y ) + y − v, f (y ) + v − T y, f (T y ) . (8) 10
- Putting y = v in (8), we get 0 ≤ f (T v ) − f (v ) + v − T v, f (T v ) , that is, 0 ≤ −Df (v, T v ), from which follows that Df (v, T v ) = 0. Therefore T v = v by Lemma 2.1. The following theorem comes from Theorem 3.1 immediately. Theorem 3.2. Let X be a reflexive Banach space and let f : X → (−∞, ∞] be a l.s.c. strictly convex function so that it is Gˆteaux differentiable on Int(D) and a is bounded on bounded subsets of Int(D). Suppose C ⊆ Int(D) is a nonempty closed convex subset of X and T : C → C is point-dependent λ-hybrid relative to Df for some function λ : C → R. Then, the following two statements are equivalent: (a) There is a point x ∈ C such that {T n x}n∈N is bounded. (b) F (T ) = ∅. Taking λ(x) = λ, a constant real number, for all x ∈ C and noting the function 2 f (x) = x in a Hilbert space H satisfies all the requirements of Theorem 3.2, the corollary below follows immediately. Corollary 3.3. [8] Let C be a nonempty closed convex subset of Hilbert space H and suppose T : C → C is λ-hybrid. Then, the following two statements are equivalent: (a) There exists x ∈ C such that {T n (x)}n∈N is bounded. 11
- (b) T has a fixed point. We now show that the fixed point set F (T ) is closed and convex under the assumptions of Theorem 3.2. A mapping T : C → X is said to be quasi-nonexpansive with respect to Df if F (T ) = ∅ and Df (v, T x) ≤ Df (v, x) for all x ∈ C and all v ∈ F (T ). Lemma 3.4. Let f : X → (−∞, ∞] be a proper strictly convex function on a Banach space X so that it is Gˆteaux differentiable on Int(D), and let C ⊆ Int(D) a be a nonempty closed convex subset of X . If T : C → C is quasi-nonexpansive with respect to Df , then F (T ) is a closed convex subset. Proof. Let x ∈ F (T ) and choose {xn }n∈N ⊆ F (T ) such that xn → x as n → ∞. By the continuity of Df (·, T x) and Df (xn , T x) ≤ Df (xn , x), we have Df (x, T x) = lim Df (xn , T x) ≤ lim Df (xn , x) = Df (x, x) = 0. n→∞ n→∞ Thus, due to the strict convexity of f , it follows from Lemma 2.2 that T x = x. This shows F (T ) is closed. Next, let x, y ∈ F (T ) and α ∈ [0, 1]. Put z = αx + (1 − α)y . We show that T z = z to conclude F (T ) is convex. Indeed, 12
- Df (z, T z ) =f (z ) − f (T z ) − z − T z, f (T z ) =f (z ) + [αf (x) + (1 − α)f (y )] − f (T z ) − z − T z, f (T z ) − [αf (x) + (1 − α)f (y )] =f (z ) + α[f (x) − f (T z ) − x − T z, f (T z ) ] + (1 − α)[f (y ) − f (T z ) − y − T z, f (T z ) ] − [αf (x) + (1 − α)f (y )] =f (z ) + αDf (x, T z ) + (1 − α)Df (y, T z ) − [αf (x) + (1 − α)f (y )] ≤f (z ) + αDf (x, z ) + (1 − α)Df (y, z ) − [αf (x) + (1 − α)f (y )] =f (z ) + α[f (x) − f (z ) − x − z, f (z ) ] + (1 − α)[f (y ) − f (z ) − y − z, f (z ) ] − [αf (x) + (1 − α)f (y )] =f (z ) + αf (x) − αf (z ) − αx − αz, f (z ) + (1 − α)f (y ) − (1 − α)f (z ) − (1 − α)y − (1 − α)z, f (z ) − [αf (x) + (1 − α)f (y )] = − αx + (1 − α)y − (αz + (1 − α)z ), f (z ) = − 0, f (z ) = 0. Therefore, T z = z by the strictly convex of f . This completes the proof. Proposition 3.5. Let f : X → (−∞, ∞] be a proper strictly convex function on a reflexive Banach space X so that it is Gˆteaux differentiable on Int(D) and is a bounded on bounded subsets of Int(D), and let C ⊆ Int(D) be a nonempty closed convex subset of X . Suppose T : C → C is point-dependent λ-hybrid relative to Df for some function λ : C → R and has a point x0 ∈ C such that {T n (x0 )}n∈N is bounded. Then, T is quasi-nonexpansive with respect to Df , and therefore, F (T ) 13
- is a nonempty closed convex subset of C . Proof. In view of Theorem 3.2, F (T ) = ∅. Now, for any v ∈ F (T ) and any y ∈ C , as T is point-dependent λ-hybrid relative to Df , we have Df (v, T y ) = Df (T v, T y ) ≤ Df (v, y ) + λ(y ) v − T v, f (y ) − f (T y ) = Df (v, y ) for all y ∈ C , so T is quasi-nonexpansive with respect to Df , and hence, F (T ) is a nonempty closed convex subset of C by Lemma 3.4. For the remainder of this section, we establish a common fixed point theorem for a commutative family of point-dependent λ-hybrid mappings relative to Df . Lemma 3.6. Let X be a reflexive Banach space and let f : X → (−∞, ∞] be a l.s.c. strictly convex function so that it is Gˆteaux differentiable on Int(D) and a is bounded on bounded subsets of Int(D). Suppose C ⊆ Int(D) is a nonempty bounded closed convex subset of X and {T1 , T2 , . . . , TN } is a commutative finite family of point-dependent λ-hybrid mappings relative to Df for some function λ : C → R from C into itself. Then {T1 , T2 , . . . , TN } has a common fixed point. Proof. We prove this lemma by induction with respect to N . To begin with, we deal with the case that N = 2. By Proposition 3.5, we see that F (T1 ) and F (T2 ) are nonempty bounded closed convex subsets of X . Moreover, F (T1 ) is T2 - invariant. Indeed, for any v ∈ F (T1 ), it follows from T1 T2 = T2 T1 that T1 T2 v = T2 T1 v = T2 v , which shows that T2 v ∈ F (T1 ). Consequently, the restriction of T2 to F (T1 ) is point-dependent λ-hybrid relative to Df , and hence by Theorem 3.2, 14
- T2 has a fixed point u ∈ F (T1 ), that is, u ∈ F (T1 ) ∩ F (T2 ). By induction hypothesis, assume that for some n ≥ 2, E = ∩n=1 F (Tk ) is k nonempty. Then, E is a nonempty closed convex subset of X and the restriction of Tn+1 to E is a point-dependent λ-hybrid mapping relative to Df from E into itself. By Theorem 3.2, Tn+1 has a fixed point in X . This shows that E ∩ F (Tn+1 ) = ∅, that is, ∩n=1 F (Tk ) = ∅, completing the proof. +1 . k Theorem 3.7. Let X be a reflexive Banach space and let f : X → (−∞, ∞] be a l.s.c. strictly convex function so that it is Gˆteaux differentiable on Int(D). a Suppose C ⊆ Int(D) is a nonempty bounded closed convex subset of X and {Ti }i∈I is a commutative family of point-dependent λ-hybrid mappings relative to Df for some function λ : C → R from C into itself. Then, {Ti }i∈I has a common fixed point. Proof. Since C is a nonempty bounded closed convex subset of the reflexive Banach space X , it is weakly compact. By Proposition 3.5, each F (Ti ) is a nonempty weakly compact subset of C . Therefore, the conclusion follows once we note that {F (Ti )}i∈I has the finite intersection property by Lemma 3.6. . 4 Examples In this section, we give some concrete examples for our fixed point theorem. At first, we need a lemma. Lemma 4.1. Let h and k be two real numbers in [0, 1]. Then, the following two statements are true. 15
- h+k (a) (h2 − k 2 )2 − (h − k )2 ≥ 0, if > 0.5. 2 h+k (b) (h2 − k 2 )2 − (h − k )2 ≤ 0, if ≤ 0.5. 2 Proof. First, we represent h and k by h = 0.5 + a, where − 0.5 ≤ a ≤ 0.5, and k = 0.5 + b, where − 0.5 ≤ b ≤ 0.5. Then, we have (h2 − k 2 )2 − (h − k )2 = (a − b)2 (a + b)(a + b + 2). h+k If > 0.5, then a + b > 0, and so through the above equation, we obtain 2 h+k that (h2 − k 2 )2 − (h − k )2 ≥ 0. On the other hand, ≤ 0.5 implies a + b ≤ 0, 2 and hence, (h2 − k 2 )2 − (h − k )2 ≤ 0. 1 x ∈ l2 (N) : x = (x1 , x2 , ..., xn , ...), 0 ≤ xi ≤ 1 − Example 4.2. Let C = i+1 √ and δ be a positive number so small that δ < 0.5. Define a mapping T : C → C by √ 2 x, i 1 if δ < xi ≤ 1 − ; i+1 √ T x = (T x1 , T x 2 , . . . , T x n , . . . ) : T xi = δ, if δ < xi ≤ δ; xi , if 0 ≤ xi ≤ δ. Then for any λ ∈ R, T is not λ-hybrid. However, for each x ∈ C , if we let ∞ x2 ≤ δ 2 and define λ : C → R by nx = min n : i i=n+1 16
- 1 λ(x) = 2, 1 1 − (nx +1)2 nx +1 then T is point-dependent λ-hybrid, that is, 2 2 Tx − Ty ≤ x−y + λ(y ) x − T x, y − T y (9) for all x, y ∈ C . Therefore, we can apply Theorem 3.2 to conclude that T has a fixed point, while the Aoyama–Iemoto–Kohsaka–Takahashi fixed point theorem fails to give us the desired conclusion. Proof. Let x and y be two elements from C so that the mth coordinate of x is 1 the mth coordinate of y is 0.5 and the rest coordinates of x and y are 1− , m+1 zero. We have 2 2 Tx − Ty − x−y − m x − T x, y − T y 2 2 2 1 1 2 = 1− − (0.5) − 1− − 0.5 m+1 m+1 2 1 1 0.5 − (0.5)2 −m 1− − 1− m+1 m+1 m2 9 2 9 4 1 = − + − + − 16 m + 1 2(m + 1)2 (m + 1)3 (m + 1)4 4(m + 1)2 5 → as m → ∞. 16 Since the value of above equality is always positive as m is large enough, we conclude that there is no constant λ to satisfy the inequality: 2 2 Tx − Ty ≤ x−y + λ x − T x, y − T y for all x, y ∈ C . 17
- It remains to show that T satisfies the inequality (9). We can rewrite the inequality as ∞ ∞ ∞ (T xi − T yi )2 ≤ (xi − yi )2 + λ(y )(xi − T xi )(yi − T yi ). i=1 i=1 i=1 Thus, if we can show that for all i ∈ N, (T xi − T yi )2 ≤ (xi − yi )2 + λ(y )(xi − T xi )(yi − T yi ), (10) then the assertion follows. We prove inequality (10) holds for all i ∈ N by considering the following two cases: (I) i > min{nx , ny } and (II) i ≤ min{nx , ny }. • Case (I). i > min{nx , ny }. In this case, at least one of xi and yi is less than or equal to δ . Suppose that 0 ≤ xi ≤ δ . There are three subcases to discuss. √ 1 (I-1): If δ < yi ≤ 1 − , then we have i+1 (T xi − T yi )2 = (xi − yi )2 ≤ (xi − yi )2 2 ≤ (xi − yi )2 + λ(y )(xi − T xi )(yi − T yi ). √ (I-2): δ < yi ≤ δ , then we have (T xi − T yi )2 = (xi − δ )2 ≤ (xi − yi )2 ≤ (xi − yi )2 + λ(y )(xi − T xi )(yi − T yi ). (I-3): If 0 ≤ yi ≤ δ , then we have (T xi − T yi )2 = (xi − yi )2 ≤ (xi − yi )2 + λ(y )(xi − T xi )(yi − T yi ). 18
- The case that 0 ≤ yi ≤ δ can be proved in the same manner. • Case (II). i ≤ min{nx , ny }. In this case, there are 9 subcases to discuss. √ √ 1 1 (II-1): δ < xi ≤ 1 − and δ < yi ≤ 1 − . i+1 i+1 xi +yi If ≤ 0.5, it follows from Lemma 4.1 that 2 (T xi − T yi )2 = (x2 − yi )2 ≤ (xi − yi )2 2 i ≤ (xi − yi )2 + λ(y )(xi − T xi )(yi − T yi ). xi +yi 1 If > 0.5, then both xi and yi are greater than , and so by 2 i+1 considering the graph of the function g (z ) = z − z 2 in R, which is symmetric to the line L : x = 0.5, we have 2 2 1 1 1 1 xi − x2 ≥ − ≥ − i i+1 i+1 ny + 1 ny + 1 and 2 2 1 1 1 1 2 yi − yi ≥ − ≥ − . i+1 i+1 ny + 1 ny + 1 Consequently, we obtain 1 2 (T xi − T yi )2 = x2 − yi 2 − x2 )(yi − yi ) 2 ≤1≤ 2 (xi i i 1 1 − (ny +1)2 ny +1 ≤ (xi − yi )2 + λ(y )(xi − T xi )(yi − T yi ). √ √ 1 (II-2): δ < xi ≤ δ and δ < yi ≤ 1 − . i+1 19
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