# Uniqueness of positive solutions for several classes of sum operator equations and applications

- Chen Yang
^{1}, - Chengbo Zhai
^{2}Email author and - Mengru Hao
^{2}

**2014**:58

https://doi.org/10.1186/1029-242X-2014-58

© Yang et al.; licensee Springer. 2014

**Received: **12 September 2013

**Accepted: **20 January 2014

**Published: **10 February 2014

## Abstract

In this article we study several classes of sum operator equations on ordered Banach spaces and present some new existence and uniqueness results of positive solutions, which extend the existing corresponding results. Moreover, we establish some pleasant properties of nonlinear eigenvalue problems for several classes of sum operator equations. As applications, we utilize the main results obtained in this paper to study two classes nonlinear problems; one is the integral equation $u(t)=\lambda {\int}_{a}^{b}G(t,s)f(s,u(s))\phantom{\rule{0.2em}{0ex}}ds$, where *f* and *G* are both nonnegative, $\lambda >0$ is a parameter; the other is the elliptic boundary value problem for the Lane-Emden-Fowler equation $-\mathrm{\Delta}u=\lambda f(x,u)$, $u(x)>0$ in Ω, $u(x)=0$ on *∂* Ω, where Ω is a bounded domain with smooth boundary in ${\mathbf{R}}^{N}$ ($N\ge 1$), $\lambda >0$ and $f(x,u)$ is allowed to be singular on *∂* Ω. The new results on the existence and uniqueness of positive solutions for these problems are given, which complement the existing results of positive solutions for these problems in the literature.

**MSC:**47H10, 47H07, 45G15, 35J60, 35J65.

## Keywords

## 1 Introduction and preliminaries

where *A* is increasing *e*-concave, *B* is increasing *e*-convex and $A+B$ is a strict set contraction. Motivated by the works [22, 23], Sang *et al.* considered the operator equation (1.1), where *A* is ${\phi}_{1}$-concave, *B* is ${\phi}_{2}$-convex and $A+B$ is also a strict set contraction. However, we can see that the conditions of the main results in [23, 24] are strong and of utmost convenience.

*A*,

*B*in (1.1) are increasing,

*α*-concave and sub-homogeneous, respectively; the operators

*A*,

*B*in (1.2) are mixed monotone and increasing

*α*-concave (or sub-homogeneous), respectively. In [7], by using the properties of cones and a fixed point theorem for increasing general

*α*-concave operators, we established the existence and uniqueness of positive solutions for the operator equation (1.1), and we utilized the main results to present the existence and uniqueness of positive solutions for the following two problems; one is a fourth-order two-point boundary value problem for elastic beam equations,

*∂*Ω. In [21], by using the properties of cones and a fixed point theorem for mixed monotone operators, we established the existence and uniqueness of positive solutions for the operator equation (1.2), and we utilized the results obtained to study the existence and uniqueness of positive solutions for a nonlinear fractional differential equation boundary value problem,

- (i)
the sum of increasing operators and decreasing operators;

- (ii)
the sum of increasing operators and mixed monotone operators;

- (iii)
the sum of decreasing operators and mixed monotone operators;

- (iv)
the sum of increasing operators, decreasing operators and mixed monotone operators.

Motivated by our works [7, 10, 21], we will study the above cases (i)-(iv). So this article is a continuation of our papers [7, 10, 21], and we will present some interesting results on the existence and uniqueness of positive solutions for the above several classes of sum operator equations. To demonstrate the applicability of our abstract results, we give, in the last section of the paper, some applications to nonlinear integral equations and elliptic boundary value problems for the Lane-Emden-Fowler equations.

In the following two subsections, we state some definitions, notations, and known results. For convenience of the readers, we refer to [7–13, 20–22, 25–27] for details.

### 1.1 Some basic definitions and notations

Suppose that *E* is a real Banach space which is partially ordered by a cone $P\subset E$, *i.e.*, $x\le y$ if and only if $y-x\in P$. If $x\le y$ and $x\ne y$, then we denote $x<y$ or $y>x$. By *θ* we denote the zero element of *E*. Recall that a non-empty closed convex set $P\subset E$ is a cone if it satisfies (i) $x\in P,\lambda \ge 0\Rightarrow \lambda x\in P$; (ii) $x\in P,-x\in P\Rightarrow x=\theta $.

Putting $\stackrel{\u02da}{P}=\{x\in P|x\text{is an interior point of}P\}$, a cone *P* is said to be solid if $\stackrel{\u02da}{P}$ is non-empty. Moreover, *P* is called normal if there exists a constant $N>0$ such that, for all $x,y\in E$, $\theta \le x\le y$ implies $\parallel x\parallel \le N\parallel y\parallel $; in this case *N* is called the normality constant of *P*. If ${x}_{1},{x}_{2}\in E$, the set $[{x}_{1},{x}_{2}]=\{x\in E|{x}_{1}\le x\le {x}_{2}\}$ is called the order interval between ${x}_{1}$ and ${x}_{2}$. We say that an operator $A:E\to E$ is increasing (decreasing) if $x\le y$ implies $Ax\le Ay$ ($Ax\ge Ay$).

For all $x,y\in E$, the notation $x\sim y$ means that there exist $\lambda >0$ and $\mu >0$ such that $\lambda x\le y\le \mu x$. Clearly, ∼ is an equivalence relation. Given $h>\theta $ (*i.e.*, $h\ge \theta $ and $h\ne \theta $), we denote by ${P}_{h}$ the set ${P}_{h}=\{x\in E|x\sim h\}$. It is easy to see that ${P}_{h}\subset P$.

**Definition 1.1**Let $D=P$ or $D=\stackrel{\u02da}{P}$ and

*α*be a real number with $0\le \alpha <1$. An operator $A:P\to P$ is said to be

*α*-concave if it satisfies

Notice that the definition of an *α*-concave operator mentioned above is different from that in [26], because we need not require the cone to be solid in general.

**Definition 1.2**An operator $A:P\to P$ is said to be sub-homogeneous if it satisfies

**Definition 1.3** (See [10, 21, 27])

$A:P\times P\to P$ is said to be a mixed monotone operator if $A(x,y)$ is increasing in *x* and decreasing in *y*, *i.e.*, ${u}_{i},{v}_{i}\phantom{\rule{0.25em}{0ex}}(i=1,2)\in P$, ${u}_{1}\le {u}_{2}$, ${v}_{1}\ge {v}_{2}$ imply $A({u}_{1},{v}_{1})\le A({u}_{2},{v}_{2})$. An element $x\in P$ is called a fixed point of *A* if $A(x,x)=x$.

### 1.2 Some fixed point theorems and properties

In this subsection, we assume that *E* is a real Banach space with a partial order introduced by a cone *P* of *E*. Take $h\in E$, $h>\theta $, ${P}_{h}$ is given as in Section 1.1.

In the paper [7], we considered the existence and uniqueness of positive solutions to the operator equation (1.1) on ordered Banach spaces and established the following conclusion.

**Theorem 1.1** (See Theorem 2.2 in [7])

*Let*

*P*

*be a normal cone in*

*E*, $A:P\to P$

*be an increasing*

*α*-

*concave operator and*$B:P\to P$

*be an increasing sub*-

*homogeneous operator*.

*Assume that*

- (i)
*there is*$h>\theta $*such that*$Ah\in {P}_{h}$*and*$Bh\in {P}_{h}$; - (ii)
*there exists a constant*${\delta}_{0}>0$*such that*$Ax\ge {\delta}_{0}Bx$, $\mathrm{\forall}x\in P$.

*Then the operator equation* (1.1) *has a unique solution* ${x}^{\ast}$ *in* ${P}_{h}$. *Moreover*, *constructing successively the sequence* ${y}_{n}=A{y}_{n-1}+B{y}_{n-1}$, $n=1,2,\dots $ *for any initial value* ${y}_{0}\in {P}_{h}$, *we have* ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

In the paper [10], we present the following fixed point theorem for a class of general mixed monotone operators and established some pleasant properties of nonlinear eigenvalue problems for mixed monotone operators.

**Theorem 1.2** (See Lemma 2.1 and Theorem 2.1 in [10])

*Let*

*P*

*be a normal cone in*

*E*.

*Assume that*$A:P\times P\to P$

*is a mixed monotone operator and satisfies*:

- (i)
*there exists*$h\in P$*with*$h\ne \theta $*such that*$A(h,h)\in {P}_{h}$; - (ii)
*for any*$u,v\in P$*and*$t\in (0,1)$,*there exists*$\phi (t)\in (t,1]$*such that*$A(tu,{t}^{-1}v)\ge \phi (t)A(u,v)$.

*Then*:

- (1)
$T:{P}_{h}\times {P}_{h}\to {P}_{h}$;

- (2)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0}$, ${u}_{0}\le A({u}_{0},{v}_{0})\le A({v}_{0},{u}_{0})\le {v}_{0}$; - (3)
*the operator equation*(1.2)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (4)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A({x}_{n-1},{y}_{n-1}),\phantom{\rule{2em}{0ex}}{y}_{n}=A({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$ *and* ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

**Theorem 1.3** (See Theorem 2.3 in [10])

*Assume that the operator* *A* *satisfies the conditions of Theorem * 1.2. *Let* ${x}_{\lambda}$ ($\lambda >0$) *denote the unique solution of nonlinear eigenvalue equation* $A(x,x)=\lambda x$ *in* ${P}_{h}$. *Then we have the following conclusions*:

(R_{1}) *If* $\phi (t)>{t}^{\frac{1}{2}}$ *for* $t\in (0,1)$, *then* ${x}_{\lambda}$ *is strictly decreasing in* *λ*, *that is*, $0<{\lambda}_{1}<{\lambda}_{2}$ *implies* ${x}_{{\lambda}_{1}}>{x}_{{\lambda}_{2}}$;

(R_{2}) *If there exists* $\beta \in (0,1)$ *such that* $\phi (t)\ge {t}^{\beta}$ *for* $t\in (0,1)$, *then* ${x}_{\lambda}$ *is continuous in* *λ*, *that is*, $\lambda \to {\lambda}_{0}$ (${\lambda}_{0}>0$) *implies* $\parallel {x}_{\lambda}-{x}_{{\lambda}_{0}}\parallel \to 0$;

(R_{3}) *If there exists* $\beta \in (0,\frac{1}{2})$ *such that* $\phi (t)\ge {t}^{\beta}$ *for* $t\in (0,1)$, *then* ${lim}_{\lambda \to \mathrm{\infty}}\parallel {x}_{\lambda}\parallel =0$, ${lim}_{\lambda \to {0}^{+}}\parallel {x}_{\lambda}\parallel =\mathrm{\infty}$.

Based on Theorem 1.2, in [21] we considered the operator equation (1.2) and established the following conclusions.

**Theorem 1.4** (See Theorem 2.1 in [21])

*Let*

*P*

*be a normal cone in*

*E*, $\alpha \in (0,1)$. $A:P\times P\to P$

*is a mixed monotone operator and satisfies*

*is an increasing sub*-

*homogeneous operator*.

*Assume that*

- (i)
*there is*${h}_{0}\in {P}_{h}$*such that*$A({h}_{0},{h}_{0})\in {P}_{h}$*and*$B{h}_{0}\in {P}_{h}$; - (ii)
*there exists a constant*${\delta}_{0}>0$*such that*$A(x,y)\ge {\delta}_{0}Bx$, $\mathrm{\forall}x,y\in P$.

*Then*:

- (1)
$A:{P}_{h}\times {P}_{h}\to {P}_{h}$, $B:{P}_{h}\to {P}_{h}$;

- (2)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A({u}_{0},{v}_{0})+B{u}_{0}\le A({v}_{0},{u}_{0})+B{v}_{0}\le {v}_{0};$ - (3)
*the operator equation*(1.2)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (4)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A({x}_{n-1},{y}_{n-1})+B{x}_{n-1},\phantom{\rule{2em}{0ex}}{y}_{n}=A({y}_{n-1},{x}_{n-1})+B{y}_{n-1},\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$ *and* ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

**Theorem 1.5** (See Theorem 2.4 in [21])

*Let*

*P*

*be a normal cone in*

*E*, $\alpha \in (0,1)$. $A:P\times P\to P$

*is a mixed monotone operator and satisfies*

*is an increasing*

*α*-

*concave operator*.

*Assume that*

- (i)
*there is*${h}_{0}\in {P}_{h}$*such that*$A({h}_{0},{h}_{0})\in {P}_{h}$*and*$B{h}_{0}\in {P}_{h}$; - (ii)
*there exists a constant*${\delta}_{0}>0$*such that*$A(x,y)\le {\delta}_{0}Bx$, $\mathrm{\forall}x,y\in P$.

*Then*:

- (1)
$A:{P}_{h}\times {P}_{h}\to {P}_{h}$, $B:{P}_{h}\to {P}_{h}$;

- (2)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A({u}_{0},{v}_{0})+B{u}_{0}\le A({v}_{0},{u}_{0})+B{v}_{0}\le {v}_{0};$ - (3)
*the operator equation*(1.2)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (4)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A({x}_{n-1},{y}_{n-1})+B{x}_{n-1},\phantom{\rule{2em}{0ex}}{y}_{n}=A({y}_{n-1},{x}_{n-1})+B{y}_{n-1},\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$ *and* ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

## 2 Main results

In this section we consider the existence and uniqueness of positive solutions for several classes of sum operator equations. We always assume that *E* is a real Banach space with a partial order induced by a cone *P* of *E*. Take $h\in E$, $h>\theta $ and ${P}_{h}$ as given in the Introduction.

### 2.1 The sum of increasing operators and decreasing operators

**Theorem 2.1** *Let* *P* *be a normal cone*, $A:P\to P$ *be an increasing operator and* $B:P\to P$ *be a decreasing operator*. *Assume that*:

_{11})

*for any*$x\in P$

*and*$t\in (0,1)$,

*there exist*${\phi}_{i}(t)\in (t,1)$ ($i=1,2$)

*such that*

(H_{12}) *there exists* ${h}_{0}\in {P}_{h}$ *such that* $A{h}_{0}+B{h}_{0}\in {P}_{h}$.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A{u}_{0}+B{v}_{0}\le A{v}_{0}+B{u}_{0}\le {v}_{0};$ - (ii)
*the operator equation*(2.1)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A{x}_{n-1}+B{y}_{n-1},\phantom{\rule{2em}{0ex}}{y}_{n}=A{y}_{n-1}+B{x}_{n-1},\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

*Proof*Firstly, from (2.3), we have

Note that ${\lambda}_{1}\phi ({t}_{0}),\frac{{\lambda}_{2}}{\phi ({t}_{0})}>0$, we can get $Ah+Bh\in {P}_{h}$.

*T*satisfies the condition (ii) in Theorem 1.2. An application of Theorem 1.2 implies that: there are ${u}_{0},{v}_{0}\in {P}_{h}$ and $r\in (0,1)$ such that $r{v}_{0}\le {u}_{0}<{v}_{0}$, ${u}_{0}\le T({u}_{0},{v}_{0})\le T({v}_{0},{u}_{0})\le {v}_{0}$; operator equation $T(x)=x$ has a unique positive ${x}^{\ast}\in {P}_{h}$; for any initial values ${x}_{0},{y}_{0}\in {P}_{h}$, constructing successively the sequences

- (i)there exist ${u}_{0},{v}_{0}\in {P}_{h}$ and $r\in (0,1)$ such that$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A{u}_{0}+B{v}_{0}\le A{v}_{0}+B{u}_{0}\le {v}_{0};$
- (ii)
the operator equation (2.1) has a unique solution ${x}^{\ast}$ in ${P}_{h}$;

- (iii)for any initial values ${x}_{0},{y}_{0}\in {P}_{h}$, constructing successively the sequences${x}_{n}=A{x}_{n-1}+B{y}_{n-1},\phantom{\rule{2em}{0ex}}{y}_{n}=A{y}_{n-1}+B{x}_{n-1},\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

we have ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ as $n\to \mathrm{\infty}$.

□

Note that $h\in {P}_{h}$, and we can easily obtain the following conclusions.

**Corollary 2.2** *Let* *P* *be a normal cone*, $A:{P}_{h}\to {P}_{h}$ *be an increasing operator and* $B:{P}_{h}\to {P}_{h}$ *be a decreasing operator*. *Assume that*:

_{13})

*for any*$x\in {P}_{h}$

*and*$t\in (0,1)$,

*there exist*${\phi}_{i}(t)\in (t,1)$ ($i=1,2$)

*such that*

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A{u}_{0}+B{v}_{0}\le A{v}_{0}+B{u}_{0}\le {v}_{0};$ - (ii)
*the operator equation*(2.1)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A{x}_{n-1}+B{y}_{n-1},\phantom{\rule{2em}{0ex}}{y}_{n}=A{y}_{n-1}+B{x}_{n-1},\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

**Corollary 2.3**

*Let*${\alpha}_{1},{\alpha}_{2}\in (0,1)$.

*Let*

*P*

*be a normal cone*, $A:P\to P$

*be an increasing*${\alpha}_{1}$-

*concave operator and*$B:P\to P$

*be a decreasing*${\alpha}_{2}$-

*convex operator*.

*Assume that*(H

_{12})

*holds*.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that* - (ii)
*the operator equation*(2.1)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

*Proof*Let ${\phi}_{1}(t)={t}^{{\alpha}_{1}}$, ${\phi}_{2}(t)={t}^{{\alpha}_{2}}$, $t\in (0,1)$. Then ${\phi}_{1}(t),{\phi}_{2}(t)\in (t,1)$ for $t\in (0,1)$ and

Hence, the conclusions follow from Theorem 2.1. □

**Corollary 2.4** *Let* $\alpha \in (0,1)$ *and* *P* *be a normal cone*. *Let* ${A}_{1}:P\to P$ *be an increasing* *α*-*concave operator and* ${A}_{2}:P\to P$ *be an increasing sub*-*homogeneous operator*, $B:P\to P$ *be a decreasing operator which satisfies* (2.3). *Assume that*:

(H_{14}) *there exists* ${h}_{0}\in {P}_{h}$ *such that* ${A}_{1}{h}_{0}+{A}_{2}{h}_{0}\in {P}_{h}$;

(H_{15}) *there exists* $\delta >0$ *such that* ${A}_{1}x\ge \delta {A}_{2}x$, $x\in P$;

(H_{16}) *there exists* ${h}_{1}\in {P}_{h}$ *such that* $B{h}_{1}\in {P}_{h}$.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le {A}_{1}{u}_{0}+{A}_{2}{u}_{0}+B{v}_{0}\le {A}_{1}{v}_{0}+{A}_{2}{v}_{0}+B{u}_{0}\le {v}_{0};$ - (ii)
*the following operator equation*:${A}_{1}x+{A}_{2}x+Bx=x,$(2.5)

*has a unique solution*${x}^{\ast}$

*in*${P}_{h}$;

- (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*$\begin{array}{c}{x}_{n}={A}_{1}{x}_{n-1}+{A}_{2}{x}_{n-1}+B{y}_{n-1},\hfill \\ {y}_{n}={A}_{1}{y}_{n-1}+{A}_{2}{y}_{n-1}+B{x}_{n-1},\phantom{\rule{1em}{0ex}}n=1,2,\dots ,\hfill \end{array}$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

*Proof*Define an operator $A={A}_{1}+{A}_{2}$ by $Ax={A}_{1}x+{A}_{2}x$. Then $A:P\to P$ is an increasing operator and $A{h}_{0}\in {P}_{h}$. Since ${h}_{0},{h}_{1}\in {P}_{h}$, there exist ${t}_{0},{t}_{1}\in (0,1)$ such that

Note that ${\phi}_{2}({t}_{0}{t}_{1}),\frac{1}{{\phi}_{2}({t}_{0}{t}_{1})}>0$ and $B{h}_{1}\in {P}_{h}$, we can get $B{h}_{0}\in {P}_{h}$. Hence, $A{h}_{0}+B{h}_{0}\in {P}_{h}$.

*t*, such that

Let ${\phi}_{1}(t)={t}^{{\beta}_{0}(t)}$, $t\in (0,1)$. Then ${\phi}_{1}(t)\in (t,1)$ and $A(tx)\ge {\phi}_{1}(t)Ax$, $x\in P$.

*A*,

*B*satisfy all the conditions of Theorem 2.1. So we easily obtain the following conclusions:

- (i)there exist ${u}_{0},{v}_{0}\in {P}_{h}$, and $r\in (0,1)$ such that$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le {A}_{1}{u}_{0}+{A}_{2}{u}_{0}+B{v}_{0}\le {A}_{1}{v}_{0}+{A}_{2}{v}_{0}+B{u}_{0}\le {v}_{0};$
- (ii)
the operator equation (2.5) has a unique solution ${x}^{\ast}$ in ${P}_{h}$;

- (iii)for any initial values ${x}_{0},{y}_{0}\in {P}_{h}$, constructing successively the sequences$\begin{array}{c}{x}_{n}={A}_{1}{x}_{n-1}+{A}_{2}{x}_{n-1}+B{y}_{n-1},\hfill \\ {y}_{n}={A}_{1}{y}_{n-1}+{A}_{2}{y}_{n-1}+B{x}_{n-1},\phantom{\rule{1em}{0ex}}n=1,2,\dots ,\hfill \end{array}$

we have ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ as $n\to \mathrm{\infty}$.

□

**Corollary 2.5**

*Assume that all the conditions of Theorem*2.1

*hold*.

*Let*${x}_{\lambda}$ ($\lambda >0$)

*denote the unique solution of operator equation*(2.2).

*Then we have the following conclusions*:

- (i)
*if*${\phi}_{i}(t)>{t}^{\frac{1}{2}}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${x}_{\lambda}$*is strictly decreasing in**λ*,*that is*, $0<{\lambda}_{1}<{\lambda}_{2}$*implies*${x}_{{\lambda}_{1}}>{x}_{{\lambda}_{2}}$; - (ii)
*if there exists*$\beta \in (0,1)$*such that*${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${x}_{\lambda}$*is continuous in**λ*,*that is*, $\lambda \to {\lambda}_{0}$ (${\lambda}_{0}>0$)*implies*$\parallel {x}_{\lambda}-{x}_{{\lambda}_{0}}\parallel \to 0$; - (iii)
*if there exists*$\beta \in (0,\frac{1}{2})$*such that*${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${lim}_{\lambda \to \mathrm{\infty}}\parallel {x}_{\lambda}\parallel =0$, ${lim}_{\lambda \to {0}^{+}}\parallel {x}_{\lambda}\parallel =\mathrm{\infty}$.

*Proof*Define an operator $T=A+B$ by $T(x,y)=Ax+By$. Then $T:P\times P\to P$ is a mixed monotone operator. From the proof of Theorem 2.1, we have $T(h,h)\in {P}_{h}$, and

where $\phi (t)=min\{{\phi}_{1}(t),{\phi}_{2}(t)\}$. Evidently, $\phi (t)\in (t,1)$ for $t\in (0,1)$. Hence, the conclusions follow from Theorem 1.3. □

Similarly, we can easily obtain the following result.

**Corollary 2.6**

*Assume that all the conditions of Corollary*2.3

*hold*.

*Let*${x}_{\lambda}$ ($\lambda >0$)

*denote the unique solution of operator equation*(2.2).

*Then we have the following conclusions*:

- (i)
*if*${\alpha}_{1},{\alpha}_{2}\in (0,\frac{1}{2})$,*then*${x}_{\lambda}$*is strictly decreasing in**λ*,*that is*, $0<{\lambda}_{1}<{\lambda}_{2}$*implies*${x}_{{\lambda}_{1}}>{x}_{{\lambda}_{2}}$; - (ii)
${x}_{\lambda}$

*is continuous in**λ*,*that is*, $\lambda \to {\lambda}_{0}$ (${\lambda}_{0}>0$)*implies*$\parallel {x}_{\lambda}-{x}_{{\lambda}_{0}}\parallel \to 0$; - (iii)
*if*${\alpha}_{1},{\alpha}_{2}\in (0,\frac{1}{2})$,*then*${lim}_{\lambda \to \mathrm{\infty}}\parallel {x}_{\lambda}\parallel =0$, ${lim}_{\lambda \to {0}^{+}}\parallel {x}_{\lambda}\parallel =\mathrm{\infty}$.

### 2.2 The sum of increasing operators and mixed monotone operators

**Theorem 2.7** *Let* *P* *be a normal cone*, $A:P\to P$ *be an increasing operator and* $B:P\times P\to P$ *be a mixed monotone operator*. *Assume that*:

_{21})

*for any*$x\in P$, $t\in (0,1)$,

*there exists*${\phi}_{1}(t)\in (t,1)$

*such that*

_{22})

*for any*$x,y\in P$, $t\in (0,1)$,

*there exists*${\phi}_{2}(t)\in (t,1)$

*such that*

(H_{23}) *there exists* ${h}_{0}\in {P}_{h}$ *such that* $A{h}_{0}+B({h}_{0},{h}_{0})\in {P}_{h}$.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A{u}_{0}+B({u}_{0},{v}_{0})\le A{v}_{0}+B({v}_{0},{u}_{0})\le {v}_{0};$ - (ii)
*the operator equation*(2.6)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A{x}_{n-1}+B({x}_{n-1},{y}_{n-1}),\phantom{\rule{2em}{0ex}}{y}_{n}=A{y}_{n-1}+B({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

*Proof*From (2.9), we obtain

Note that ${\lambda}_{1}\phi ({t}_{0}),\frac{{\lambda}_{2}}{\phi ({t}_{0})}>0$, we can get $Ah+B(h,h)\in {P}_{h}$.

- (i)there exist ${u}_{0},{v}_{0}\in {P}_{h}$ and $r\in (0,1)$ such that$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A{u}_{0}+B({u}_{0},{v}_{0})\le A{v}_{0}+B({v}_{0},{u}_{0})\le {v}_{0};$
- (ii)
the operator equation (2.6) has a unique solution ${x}^{\ast}$ in ${P}_{h}$;

- (iii)for any initial values ${x}_{0},{y}_{0}\in {P}_{h}$, constructing successively the sequences${x}_{n}=A{x}_{n-1}+B({x}_{n-1},{y}_{n-1}),\phantom{\rule{2em}{0ex}}{y}_{n}=A{y}_{n-1}+B({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

we have ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ as $n\to \mathrm{\infty}$.

□

**Corollary 2.8** *Let* *P* *be a normal cone*, $A:{P}_{h}\to {P}_{h}$ *be an increasing operator and* $B:{P}_{h}\times {P}_{h}\to {P}_{h}$ *be a mixed monotone operator*. *Assume that*:

_{24})

*for any*$x\in {P}_{h}$, $t\in (0,1)$,

*there exists*${\phi}_{1}(t)\in (t,1)$

*such that*

_{25})

*for any*$x,y\in {P}_{h}$, $t\in (0,1)$,

*there exists*${\phi}_{2}(t)\in (t,1)$

*such that*

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A{u}_{0}+B({u}_{0},{v}_{0})\le A{v}_{0}+B({v}_{0},{u}_{0})\le {v}_{0};$ - (ii)
*the operator equation*(2.6)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A{x}_{n-1}+B({x}_{n-1},{y}_{n-1}),\phantom{\rule{2em}{0ex}}{y}_{n}=A{y}_{n-1}+B({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

**Corollary 2.9**

*Let*$\alpha \in (0,1)$

*and*

*P*

*be a normal cone*.

*Let*$A:P\to P$

*be an increasing operator which satisfies*(H

_{21}), ${B}_{1}:P\to P$

*be an increasing sub*-

*homogeneous operator and*${B}_{2}:P\times P\to P$

*be a mixed monotone operator which satisfies*

*Assume that*:

_{26})

*there exist*${h}_{0},{h}_{1}\in {P}_{h}$

*such that*

_{27})

*there exists a constant*${\delta}_{0}>0$

*such that*

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$\begin{array}{c}r{v}_{0}\le {u}_{0}<{v}_{0},\hfill \\ {u}_{0}\le A{u}_{0}+{B}_{1}{u}_{0}+{B}_{2}({u}_{0},{v}_{0})\le A{v}_{0}+{B}_{1}{v}_{0}+{B}_{2}({v}_{0},{u}_{0})\le {v}_{0};\hfill \end{array}$ - (ii)
*the following operator equation*:$Ax+{B}_{1}x+{B}_{2}(x,x)=x$(2.12)

*has a unique solution*${x}^{\ast}$

*in*${P}_{h}$;

- (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*$\begin{array}{c}{x}_{n}=A{x}_{n-1}+{B}_{1}{x}_{n-1}+{B}_{2}({x}_{n-1},{y}_{n-1}),\hfill \\ {y}_{n}=A{y}_{n-1}+{B}_{1}{y}_{n-1}+{B}_{2}({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,\hfill \end{array}$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

*Proof*Define an operator $B={B}_{1}+{B}_{2}$ by $B(x,y)={B}_{1}x+{B}_{2}(x,y)$. Then $B:P\times P\to P$ is a mixed monotone operator and $B({h}_{1},{h}_{1})={B}_{1}{h}_{1}+{B}_{2}({h}_{1},{h}_{1})\in {P}_{h}$. Since ${h}_{0},{h}_{1}\in {P}_{h}$, there exist ${t}_{0},{t}_{1}\in (0,1)$ such that

Note that ${\phi}_{1}({t}_{0}{t}_{1}),\frac{1}{{\phi}_{1}({t}_{0}{t}_{1})}>0$ and $A{h}_{0}\in {P}_{h}$, we can get $A{h}_{1}\in {P}_{h}$. Hence, $A{h}_{1}+B({h}_{1},{h}_{1})\in {P}_{h}$.

_{27}) and from the proof of Theorem 1.4, there exists ${\beta}_{0}(t)\in (\alpha ,1)$ with respect to

*t*such that

*A*,

*B*satisfy all the conditions of Theorem 2.7. So we easily obtain the following conclusions:

- (i)there exist ${u}_{0},{v}_{0}\in {P}_{h}$ and $r\in (0,1)$ such that$\begin{array}{c}r{v}_{0}\le {u}_{0}<{v}_{0},\hfill \\ {u}_{0}\le A{u}_{0}+{B}_{1}{u}_{0}+{B}_{2}({u}_{0},{v}_{0})\le A{v}_{0}+{B}_{1}{v}_{0}+{B}_{2}({v}_{0},{u}_{0})\le {v}_{0};\hfill \end{array}$
- (ii)
the operator equation (2.12) has a unique solution ${x}^{\ast}$ in ${P}_{h}$;

- (iii)for any initial values ${x}_{0},{y}_{0}\in {P}_{h}$, constructing successively the sequences$\begin{array}{c}{x}_{n}=A{x}_{n-1}+{B}_{1}{x}_{n-1}+{B}_{2}({x}_{n-1},{y}_{n-1}),\hfill \\ {y}_{n}=A{y}_{n-1}+{B}_{1}{y}_{n-1}+{B}_{2}({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,\hfill \end{array}$

we have ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ as $n\to \mathrm{\infty}$.

□

**Corollary 2.10**

*Let*$\alpha \in (0,1)$

*and*

*P*

*be a normal cone*.

*Let*$A:P\to P$

*be an increasing operator which satisfies*(H

_{21}), ${B}_{1}:P\to P$

*be an increasing*

*α*-

*concave operator and*${B}_{2}:P\times P\to P$

*be a mixed monotone operator which satisfies*

*Assume that* (H_{26}) *holds and*

(H_{28}) *there exists a constant* ${\delta}_{0}>0$ *such that* ${B}_{2}(x,y)\le {\delta}_{0}{B}_{1}x$, $\mathrm{\forall}x,y\in P$.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{1em}{0ex}}{u}_{0}\le A{u}_{0}+{B}_{1}{u}_{0}+{B}_{2}({u}_{0},{v}_{0})\le A{v}_{0}+{B}_{1}{v}_{0}+{B}_{2}({v}_{0},{u}_{0})\le {v}_{0};$ - (ii)
*the operator equation*(2.12)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*$\begin{array}{c}{x}_{n}=A{x}_{n-1}+{B}_{1}{x}_{n-1}+{B}_{2}({x}_{n-1},{y}_{n-1}),\hfill \\ {y}_{n}=A{y}_{n-1}+{B}_{1}{y}_{n-1}+{B}_{2}({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,\hfill \end{array}$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

*Proof*Consider the same operator

*B*defined by the proof of Corollary 2.9, we have $B:P\times P\to P$ is a mixed monotone operator and $B({h}_{1},{h}_{1})\in {P}_{h}$. From Definition 1.1, we have $A(tx)\le \frac{1}{{t}^{\alpha}}Ax$, $t\in (0,1)$, $x\in P$. Since ${h}_{0},{h}_{1}\in {P}_{h}$, there exist ${t}_{0},{t}_{1}\in (0,1)$ such that

Note that ${({t}_{0}{t}_{1})}^{\alpha},\frac{1}{{({t}_{0}{t}_{1})}^{\alpha}}>0$ and $A{h}_{0}\in {P}_{h}$, we can get $A{h}_{1}\in {P}_{h}$. Hence, $A{h}_{1}+B({h}_{1},{h}_{1})\in {P}_{h}$.

_{28}) and from the proof of Theorem 1.5, we know that there exists ${\beta}_{0}(t)\in (\alpha ,1)$ with respect to

*t*such that

Let ${\phi}_{2}(t)={t}^{{\beta}_{0}(t)}$, $t\in (0,1)$. Then ${\phi}_{2}(t)\in (t,1)$ and $B(tx,{t}^{-1}y)\ge {\phi}_{2}(t)B(x,y)$, $x,y\in P$.

*A*,

*B*satisfy all the conditions of Theorem 2.7. So we easily obtain the following conclusions:

- (i)there exist ${u}_{0},{v}_{0}\in {P}_{h}$ and $r\in (0,1)$ such that$\begin{array}{c}r{v}_{0}\le {u}_{0}<{v}_{0},\hfill \\ {u}_{0}\le A{u}_{0}+{B}_{1}{u}_{0}+{B}_{2}({u}_{0},{v}_{0})\le A{v}_{0}+{B}_{1}{v}_{0}+{B}_{2}({v}_{0},{u}_{0})\le {v}_{0};\hfill \end{array}$
- (ii)
the operator equation (2.12) has a unique solution ${x}^{\ast}$ in ${P}_{h}$;

- (iii)for any initial values ${x}_{0},{y}_{0}\in {P}_{h}$, constructing successively the sequences

we have ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ as $n\to \mathrm{\infty}$.

□

Similar to Corollary 2.5, we have the following result.

**Corollary 2.11**

*Assume that all the conditions of Theorem*2.7

*hold*.

*Let*${x}_{\lambda}$ ($\lambda >0$)

*denote the unique solution of operator equation*(2.7).

*Then we have the following conclusions*:

- (i)
*if*${\phi}_{i}(t)>{t}^{\frac{1}{2}}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${x}_{\lambda}$*is strictly decreasing in**λ*,*that is*, $0<{\lambda}_{1}<{\lambda}_{2}$*implies*${x}_{{\lambda}_{1}}>{x}_{{\lambda}_{2}}$; - (ii)
*if there exists*$\beta \in (0,1)$*such that*${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${x}_{\lambda}$*is continuous in**λ*,*that is*, $\lambda \to {\lambda}_{0}$ (${\lambda}_{0}>0$)*implies*$\parallel {x}_{\lambda}-{x}_{{\lambda}_{0}}\parallel \to 0$; - (iii)
*if there exists*$\beta \in (0,\frac{1}{2})$*such that*${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${lim}_{\lambda \to \mathrm{\infty}}\parallel {x}_{\lambda}\parallel =0$, ${lim}_{\lambda \to {0}^{+}}\parallel {x}_{\lambda}\parallel =\mathrm{\infty}$.

### 2.3 The sum of decreasing operators and mixed monotone operators

In the following we also consider the operator equations (2.6) and (2.7).

**Theorem 2.12** *Let* *P* *be a normal cone*, $A:P\to P$ *be a decreasing operator and* $B:P\times P\to P$ *be a mixed monotone operator*. *Assume that* (H_{22}) *and* (H_{23}) *hold and*

_{31})

*for any*$x\in P$

*and*$t\in (0,1)$,

*there exists*${\phi}_{1}(t)\in (t,1)$

*such that*

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{1em}{0ex}}{u}_{0}\le A{v}_{0}+B({u}_{0},{v}_{0})\le A{u}_{0}+B({v}_{0},{u}_{0})\le {v}_{0};$ - (ii)
*the operator equation*(2.6)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A{y}_{n-1}+B({x}_{n-1},{y}_{n-1}),\phantom{\rule{2em}{0ex}}{y}_{n}=A{x}_{n-1}+B({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

*Proof*From (2.14), we have

_{22}) and (2.14), (2.15),

Note that ${\lambda}_{1}\phi ({t}_{0}),\frac{{\lambda}_{2}}{\phi ({t}_{0})}>0$, we can get $Ah+B(h,h)\in {P}_{h}$.

Next, we define an operator $T=A+B$ by $T(x,y)=Ay+B(x,y)$. Then $T:P\times P\to P$ is a mixed monotone operator and $T(h,h)=Ah+B(h,h)\in {P}_{h}$.

- (i)there exist ${u}_{0},{v}_{0}\in {P}_{h}$ and $r\in (0,1)$ such that$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A{v}_{0}+B({u}_{0},{v}_{0})\le A{u}_{0}+B({v}_{0},{u}_{0})\le {v}_{0};$
- (ii)
the operator equation (2.6) has a unique solution ${x}^{\ast}$ in ${P}_{h}$;

- (iii)for any initial values ${x}_{0},{y}_{0}\in {P}_{h}$, constructing successively the sequences${x}_{n}=A{y}_{n-1}+B({x}_{n-1},{y}_{n-1}),\phantom{\rule{2em}{0ex}}{y}_{n}=A{x}_{n-1}+B({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

we have ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ as $n\to \mathrm{\infty}$.

□

**Corollary 2.13** *Let* *P* *be a normal cone*, $A:{P}_{h}\to {P}_{h}$ *be a decreasing operator and* $B:{P}_{h}\times {P}_{h}\to {P}_{h}$ *be a mixed monotone operator*. *Assume that*:

_{32})

*for any*$x\in {P}_{h}$

*and*$t\in (0,1)$,

*there exists*${\phi}_{1}(t)\in (t,1)$

*such that*

_{33})

*for any*$x,y\in {P}_{h}$, $t\in (0,1)$,

*there exists*${\phi}_{2}(t)\in (t,1)$

*such that*

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$r{v}_{0}\le {u}_{0}<{v}_{0},\phantom{\rule{2em}{0ex}}{u}_{0}\le A{v}_{0}+B({u}_{0},{v}_{0})\le A{u}_{0}+B({v}_{0},{u}_{0})\le {v}_{0};$ - (ii)
*the operator equation*(2.6)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*${x}_{n}=A{y}_{n-1}+B({x}_{n-1},{y}_{n-1}),\phantom{\rule{2em}{0ex}}{y}_{n}=A{x}_{n-1}+B({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

**Corollary 2.14**

*Assume that all the conditions of Theorem*2.12

*hold*.

*Let*${x}_{\lambda}$ ($\lambda >0$)

*denote the unique solution of operator equation*(2.7).

*Then we have the following conclusions*:

- (i)
*if*${\phi}_{i}(t)>{t}^{\frac{1}{2}}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${x}_{\lambda}$*is strictly decreasing in**λ*,*that is*, $0<{\lambda}_{1}<{\lambda}_{2}$*implies*${x}_{{\lambda}_{1}}>{x}_{{\lambda}_{2}}$; - (ii)
*if there exists*$\beta \in (0,1)$*such that*${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${x}_{\lambda}$*is continuous in**λ*,*that is*, $\lambda \to {\lambda}_{0}$ (${\lambda}_{0}>0$)*implies*$\parallel {x}_{\lambda}-{x}_{{\lambda}_{0}}\parallel \to 0$; - (iii)
*if there exists*$\beta \in (0,\frac{1}{2})$*such that*${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$)*for*$t\in (0,1)$,*then*${lim}_{\lambda \to \mathrm{\infty}}\parallel {x}_{\lambda}\parallel =0$, ${lim}_{\lambda \to {0}^{+}}\parallel {x}_{\lambda}\parallel =\mathrm{\infty}$.

### 2.4 The sum of increasing operators, decreasing operators, and mixed monotone operators

By Theorem 2.12 and Corollary 2.9, Corollary 2.10, we have the following conclusions.

**Theorem 2.15**

*Let*$\alpha \in (0,1)$

*and*

*P*

*be a normal cone*.

*Let*$A:P\to P$

*be a decreasing operator which satisfies*(H

_{31}),

*operators*${B}_{1}$, ${B}_{2}$

*be the same as for Corollary*2.9.

*Assume that*(H

_{26}), (H

_{27})

*hold*.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$\begin{array}{c}r{v}_{0}\le {u}_{0}<{v}_{0},\hfill \\ {u}_{0}\le A{v}_{0}+{B}_{1}{u}_{0}+{B}_{2}({u}_{0},{v}_{0})\le A{u}_{0}+{B}_{1}{v}_{0}+{B}_{2}({v}_{0},{u}_{0})\le {v}_{0};\hfill \end{array}$ - (ii)
*the operator equation*(2.16)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*$\begin{array}{c}{x}_{n}=A{y}_{n-1}+{B}_{1}{x}_{n-1}+{B}_{2}({x}_{n-1},{y}_{n-1}),\hfill \\ {y}_{n}=A{x}_{n-1}+{B}_{1}{y}_{n-1}+{B}_{2}({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,\hfill \end{array}$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

**Theorem 2.16**

*Let*$\alpha \in (0,1)$

*and*

*P*

*be a normal cone*.

*Let*$A:P\to P$

*be a decreasing operator which satisfies*(H

_{31}),

*operators*${B}_{1}$, ${B}_{2}$

*be the same as for Corollary*2.10.

*Assume that*(H

_{26}), (H

_{28})

*hold*.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$\begin{array}{c}r{v}_{0}\le {u}_{0}<{v}_{0},\hfill \\ {u}_{0}\le A{v}_{0}+{B}_{1}{u}_{0}+{B}_{2}({u}_{0},{v}_{0})\le A{u}_{0}+{B}_{1}{v}_{0}+{B}_{2}({v}_{0},{u}_{0})\le {v}_{0};\hfill \end{array}$ - (ii)
*the operator equation*(2.16)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*$\begin{array}{c}{x}_{n}=A{y}_{n-1}+{B}_{1}{x}_{n-1}+{B}_{2}({x}_{n-1},{y}_{n-1}),\hfill \\ {y}_{n}=A{x}_{n-1}+{B}_{1}{y}_{n-1}+{B}_{2}({y}_{n-1},{x}_{n-1}),\phantom{\rule{1em}{0ex}}n=1,2,\dots ,\hfill \end{array}$

*we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

From Corollary 2.9, Corollary 2.10, and Corollary 2.4, we can easily obtain the following results.

**Theorem 2.17**

*Let*${\alpha}_{1},{\alpha}_{2}\in (0,1)$

*and*

*P*

*be a normal cone*,

*operators*${A}_{1}$, ${A}_{2}$

*satisfy the conditions of Corollary*2.4,

*where*${A}_{1}$

*is*${\alpha}_{1}$-

*concave*,

*operators*${B}_{1}$, ${B}_{2}$

*satisfy the conditions of Corollary*2.9,

*where*${B}_{2}$

*satisfies*(2.11)

*with*

*α*

*replaced by*${\alpha}_{2}$.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$\begin{array}{c}r{v}_{0}\le {u}_{0}<{v}_{0},\hfill \\ {u}_{0}\le {A}_{1}{u}_{0}+{A}_{2}{u}_{0}+{B}_{1}{u}_{0}+{B}_{2}({u}_{0},{v}_{0})\le {A}_{1}{v}_{0}+{A}_{2}{v}_{0}+{B}_{1}{v}_{0}+{B}_{2}({v}_{0},{u}_{0})\le {v}_{0};\hfill \end{array}$ - (ii)
*the operator equation*(2.17)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*$\begin{array}{c}{x}_{n}={A}_{1}{x}_{n-1}+{A}_{2}{x}_{n-1}+{B}_{1}{x}_{n-1}+{B}_{2}({x}_{n-1},{y}_{n-1}),\hfill \\ {y}_{n}={A}_{1}{y}_{n-1}+{A}_{2}{y}_{n-1}+{B}_{1}{y}_{n-1}+{B}_{2}({y}_{n-1},{x}_{n-1}),\hfill \end{array}$

*where* $n=1,2,\dots $ , *we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

**Theorem 2.18**

*Let*${\alpha}_{1},{\alpha}_{2}\in (0,1)$

*and*

*P*

*be a normal cone*,

*operator*$A:P\to P$

*is*${\alpha}_{1}$-

*concave*,

*operators*${B}_{1}$, ${B}_{2}$

*satisfy the conditions of Corollary*2.10,

*where*${B}_{1}$

*is*${\alpha}_{2}$-

*concave*.

*Then*:

- (i)
*there exist*${u}_{0},{v}_{0}\in {P}_{h}$*and*$r\in (0,1)$*such that*$\begin{array}{c}r{v}_{0}\le {u}_{0}<{v}_{0},\hfill \\ {u}_{0}\le {A}_{1}{u}_{0}+{A}_{2}{u}_{0}+{B}_{1}{u}_{0}+{B}_{2}({u}_{0},{v}_{0})\le {A}_{1}{v}_{0}+{A}_{2}{v}_{0}+{B}_{1}{v}_{0}+{B}_{2}({v}_{0},{u}_{0})\le {v}_{0};\hfill \end{array}$ - (ii)
*the operator equation*(2.17)*has a unique solution*${x}^{\ast}$*in*${P}_{h}$; - (iii)
*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,*constructing successively the sequences*$\begin{array}{c}{x}_{n}={A}_{1}{x}_{n-1}+{A}_{2}{x}_{n-1}+{B}_{1}{x}_{n-1}+{B}_{2}({x}_{n-1},{y}_{n-1}),\hfill \\ {y}_{n}={A}_{1}{y}_{n-1}+{A}_{2}{y}_{n-1}+{B}_{1}{y}_{n-1}+{B}_{2}({y}_{n-1},{x}_{n-1}),\hfill \end{array}$

*where* $n=1,2,\dots $ , *we have* ${x}_{n}\to {x}^{\ast}$, ${y}_{n}\to {x}^{\ast}$ *as* $n\to \mathrm{\infty}$.

## 3 Some applications

In this section, we will apply the main results to study nonlinear problems which include nonlinear integral equations and nonlinear elliptic boundary value problems for the Lane-Emden-Fowler equations. And then we will obtain new results on the existence and uniqueness of positive solutions for these problems, which are not consequences of the corresponding fixed point theorems in the literature.

### 3.1 Applications to nonlinear integral equations

in the space $E=C[a,b]$, where the nonlinearity *f* and the kernel *G* (the Green function of the problem) are both nonnegative, $\lambda >0$ is a parameter. One seeks fixed points of a Hammerstein integral operator in a suitable cone of positive functions.

*P*is a normal cone of which the normality constant is 1. Then ${P}_{h}=\{x\in P|\text{there are}{\lambda}_{2}(x)\ge {\lambda}_{1}(x)0\text{such that}{\lambda}_{1}(x)h(t)\le x(t)\le {\lambda}_{2}(x)h(t),t\in [a,b]\}$. Assume that $G(t,s):[a,b]\times [a,b]\to [0,+\mathrm{\infty})$ is continuous with $G(t,s)\not\equiv 0$ and there exist $h,m,n\in C([a,b],[0,+\mathrm{\infty}))$ with $h(t),m(t),n(t)\not\equiv 0$, such that

**Theorem 3.1**
*Assume that*
$f(t,x)={f}_{1}(t,x)+{f}_{2}(t,x)\not\equiv 0$
*and*

(H_{31}) ${f}_{i}:[a,b]\times [0,+\mathrm{\infty})\to [0,+\mathrm{\infty})$ *is continuous* ($i=1,2$), ${f}_{1}(t,x)$ *is increasing in* $x\in [0,+\mathrm{\infty})$ *for fixed* $t\in [a,b]$ *and* ${f}_{2}(t,x)$ *is decreasing in* $x\in [0,+\mathrm{\infty})$ *for fixed* $t\in [a,b]$;

_{32})

*for*$\eta \in (0,1)$,

*there exist*${\phi}_{i}(\eta )\in (\eta ,1)$ ($i=1,2$)

*such that*

*Then*,

*for any given*$\lambda >0$,

*the integral equation*(3.1)

*has a unique positive solution*${u}_{\lambda}^{\ast}$

*in*${P}_{h}$.

*Moreover*,

*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,

*constructing successively the sequences*:

*we have* ${x}_{n}\to {u}_{\lambda}^{\ast}$, ${y}_{n}\to {u}_{\lambda}^{\ast}$ *as* $n\to +\mathrm{\infty}$. *Further*, (i) *if* ${\phi}_{i}(t)>{t}^{\frac{1}{2}}$ ($i=1,2$) *for* $t\in (0,1)$, *then* ${u}_{\lambda}^{\ast}$ *is strictly increasing in* *λ*, *that is*, $0<{\lambda}_{1}<{\lambda}_{2}$ *implies* ${u}_{{\lambda}_{1}}^{\ast}<{u}_{{\lambda}_{2}}^{\ast}$; (ii) *if there exists* $\beta \in (0,1)$ *such that* ${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$) *for* $t\in (0,1)$, *then* ${u}_{\lambda}^{\ast}$ *is continuous in* *λ*, *that is*, $\lambda \to {\lambda}_{0}$ (${\lambda}_{0}>0$) *implies* $\parallel {u}_{\lambda}^{\ast}-{u}_{{\lambda}_{0}}^{\ast}\parallel \to 0$; (iii) *if there exists* $\beta \in (0,\frac{1}{2})$ *such that* ${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$) *for* $t\in (0,1)$, *then* ${lim}_{\lambda \to {0}^{+}}\parallel {u}_{\lambda}^{\ast}\parallel =0$, ${lim}_{\lambda \to +\mathrm{\infty}}\parallel {u}_{\lambda}^{\ast}\parallel =+\mathrm{\infty}$.

*Proof*Define two operators $A:P\to E$ and $B:P\to E$ by

It is easy to see that *u* is the solution of (3.1) if and only if $u=\lambda (Au+Bu)$. From (H_{31}), we know that $A:P\to P$ is increasing and $B:P\to P$ is decreasing. Further, from (H_{32}), we can prove that *A*, *B* satisfy (H_{11}). Next we prove that $Ah+Bh\in {P}_{h}$. Set ${h}_{\mathrm{max}}={max}_{t\in [a,b]}h(t)$, ${h}_{\mathrm{min}}={min}_{t\in [a,b]}h(t)$. Then ${h}_{\mathrm{max}}\ge {h}_{\mathrm{min}}>0$.

_{31}) and (3.2), we have

Let ${r}_{1}={\int}_{a}^{b}m(s)[{f}_{1}(s,{h}_{\mathrm{min}})+{f}_{2}(s,{h}_{\mathrm{max}})]\phantom{\rule{0.2em}{0ex}}ds$, ${r}_{2}={\int}_{a}^{b}n(s)[{f}_{1}(s,{h}_{\mathrm{max}})+{f}_{2}(s,{h}_{\mathrm{min}})]\phantom{\rule{0.2em}{0ex}}ds$. Note that $f={f}_{1}+{f}_{2}\ge 0$ is continuous with $f\not\equiv 0$ and from (3.2), we get $0<{r}_{1}\le {r}_{2}$ and in consequence, ${r}_{1}h\le Ah+Bh\le {r}_{2}h$. That is, $Ah+Bh\in {P}_{h}$. Hence, all the conditions of Theorem 2.1 are satisfied. It follows from Theorem 2.1 and Corollary 2.5 that the operator equation $Au+Bu=\frac{1}{\lambda}u$ has a unique solution ${u}_{\lambda}^{\ast}$ in ${P}_{h}$, that is, $\lambda (A{u}_{\lambda}^{\ast}+B{u}_{\lambda}^{\ast})={u}_{\lambda}^{\ast}$. So ${u}_{\lambda}^{\ast}$ is a unique positive solution of the integral equation (3.1) in ${P}_{h}$ for given $\lambda >0$. From Corollary 2.5, we have (i) if ${\phi}_{i}(t)>{t}^{\frac{1}{2}}$ ($i=1,2$) for $t\in (0,1)$, then ${u}_{\lambda}^{\ast}$ is strictly increasing in *λ*, that is, $0<{\lambda}_{1}<{\lambda}_{2}$ implies ${u}_{{\lambda}_{1}}^{\ast}<{u}_{{\lambda}_{2}}^{\ast}$; (ii) if there exists $\beta \in (0,1)$ such that ${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$) for $t\in (0,1)$, then ${u}_{\lambda}^{\ast}$ is continuous in *λ*, that is, $\lambda \to {\lambda}_{0}$ (${\lambda}_{0}>0$) implies $\parallel {u}_{\lambda}^{\ast}-{u}_{{\lambda}_{0}}^{\ast}\parallel \to 0$; (iii) if there exists $\beta \in (0,\frac{1}{2})$ such that ${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$) for $t\in (0,1)$, then ${lim}_{\lambda \to {0}^{+}}\parallel {u}_{\lambda}^{\ast}\parallel =0$, ${lim}_{\lambda \to +\mathrm{\infty}}\parallel {u}_{\lambda}^{\ast}\parallel =+\mathrm{\infty}$.

as $n\to +\mathrm{\infty}$. □

**Theorem 3.2** *Assume that* $f(t,x)={f}_{1}(t,x)+{f}_{2}(t,x,x)\not\equiv 0$ *with* ${f}_{1}(t,x)$ *satisfies* (H_{31}) *and*

(H_{33}) ${f}_{2}(t,x,y):[a,b]\times [0,+\mathrm{\infty})\times [0,+\mathrm{\infty})\to [0,+\mathrm{\infty})$ *is continuous*, *increasing in* $x\in [0,+\mathrm{\infty})$ *for fixed* $t\in [a,b]$, $y\in [0,+\mathrm{\infty})$, *decreasing in* $y\in [0,+\mathrm{\infty})$ *for fixed* $t\in [a,b]$, $x\in [0,+\mathrm{\infty})$;

_{34})

*for*$\eta \in (0,1)$,

*there exist*${\phi}_{i}(\eta )\in (\eta ,1)$ ($i=1,2$)

*such that*

*Then*,

*for any given*$\lambda >0$,

*the integral equation*(3.1)

*has a unique positive solution*${u}_{\lambda}^{\ast}$

*in*${P}_{h}$.

*Moreover*,

*for any initial values*${x}_{0},{y}_{0}\in {P}_{h}$,

*constructing successively the sequences*:

*we have* ${x}_{n}\to {u}_{\lambda}^{\ast}$, ${y}_{n}\to {u}_{\lambda}^{\ast}$ *as* $n\to +\mathrm{\infty}$. *Further*, *the conclusions* (i), (ii), *and* (iii) *in Theorem * 3.1 *also hold*.

*Proof*Define two operators $A:P\to E$ and $B:P\times P\to E$ by

It is easy to see that *u* is the solution of (3.1) if and only if $u=\lambda [Au+B(u,u)]$. From (H_{31}) and (H_{33}), we know that $A:P\to P$ is increasing and $B:P\times P\to P$ is mixed monotone. Further, from (H_{34}), we can prove that *A*, *B* satisfy (H_{21}) and (H_{22}). Next we prove that $Ah+B(h,h)\in {P}_{h}$.

_{31}), (H

_{33}), and (3.2), we have

Let ${r}_{1}={\int}_{a}^{b}m(s)[{f}_{1}(s,{h}_{\mathrm{min}})+{f}_{2}(s,{h}_{\mathrm{min}},{h}_{\mathrm{max}})]\phantom{\rule{0.2em}{0ex}}ds$, ${r}_{2}={\int}_{a}^{b}n(s)[{f}_{1}(s,{h}_{\mathrm{max}})+{f}_{2}(s,{h}_{\mathrm{max}},{h}_{\mathrm{min}})]\phantom{\rule{0.2em}{0ex}}ds$. Note that $f={f}_{1}+{f}_{2}$ is nonnegative and continuous with $f\not\equiv 0$ and from (3.2), we get $0<{r}_{1}\le {r}_{2}$ and in consequence, ${r}_{1}h\le Ah+B(h,h)\le {r}_{2}h$. That is, $Ah+B(h,h)\in {P}_{h}$. Hence, all the conditions of Theorem 2.7 are satisfied. It follows from Theorem 2.7 and Corollary 2.11 that the operator equation $Au+B(u,u)=\frac{1}{\lambda}u$ has a unique solution ${u}_{\lambda}^{\ast}$ in ${P}_{h}$, that is, $\lambda [A{u}_{\lambda}^{\ast}+B({u}_{\lambda}^{\ast},{u}_{\lambda}^{\ast})]={u}_{\lambda}^{\ast}$. So ${u}_{\lambda}^{\ast}$ is a unique positive solution of the integral equation (3.1) in ${P}_{h}$ for given $\lambda >0$. From Corollary 2.11, we have (i) if ${\phi}_{i}(t)>{t}^{\frac{1}{2}}$ ($i=1,2$) for $t\in (0,1)$, then ${u}_{\lambda}^{\ast}$ is strictly increasing in *λ*, that is, $0<{\lambda}_{1}<{\lambda}_{2}$ implies ${u}_{{\lambda}_{1}}^{\ast}<{u}_{{\lambda}_{2}}^{\ast}$; (ii) if there exists $\beta \in (0,1)$ such that ${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$) for $t\in (0,1)$, then ${u}_{\lambda}^{\ast}$ is continuous in *λ*, that is, $\lambda \to {\lambda}_{0}$ (${\lambda}_{0}>0$) implies $\parallel {u}_{\lambda}^{\ast}-{u}_{{\lambda}_{0}}^{\ast}\parallel \to 0$; (iii) if there exists $\beta \in (0,\frac{1}{2})$ such that ${\phi}_{i}(t)\ge {t}^{\beta}$ ($i=1,2$) for $t\in (0,1)$, then ${lim}_{\lambda \to {0}^{+}}\parallel {u}_{\lambda}^{\ast}\parallel =0$, ${lim}_{\lambda \to +\mathrm{\infty}}\parallel {u}_{\lambda}^{\ast}\parallel =+\mathrm{\infty}$.