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Existence and Uniqueness of Solutions for a Second-Order Delay Differential Equation Boundary Value Problem on the Half-Line

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Volume 2008, Article ID 752827,14pages doi:10.1155/2008/752827

Research Article

Existence and Uniqueness of Solutions for

a Second-Order Delay Differential Equation

Boundary Value Problem on the Half-Line

Yuming Wei1, 2

1Department of Mathematics, Beijing Institute of Technology, Beijing 100081, China 2School of Mathematical Science, Guangxi Normal University, Guilin 541004, China

Correspondence should be addressed to Yuming Wei,[email protected]

Received 5 May 2008; Accepted 8 September 2008

Recommended by Ivan T. Kiguradze

This paper is concerned with the existence and uniqueness of solutions for the second-order nonlinear delay differential equations. By the use of the Schauder fixed point theorem, the existence of the solutions on the half-line is derived. Via the Banach contraction principle, another result concerning the existence and uniqueness of solutions on the half-line is established. The main results in this paper extend some of the existing literatures.

Copyrightq2008 Yuming Wei. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

1. Introduction

Boundary value problems on unbounded interval have many applications in physical problems. Such problems arise, for example, in the study of linear elasticity, fluid flows, and foundation engineeringsee1and the references therein. An interesting overview on

unbounded interval problems, including real-world examples, history, and various methods of proving solvability, can be found in the recent book by Agarwal and O’Regan 2.

Boundary value problems on unbounded interval concerning second-order delay differential equations are of specific interest in these applications.

For second-order delay differential equations, boundary value problems on the half-line are closely related to the problems of existence of global solutions on the half-half-line with prescribed asymptotic behavior. Recently, there is, in particular, a growing interest in solutions of such boundary value problems see, e.g., 3. For the basic theory of delay

differential equations, the reader is referred to the books by Diekmann et al. 4 and Hale and Verduyn Lunel 5. In particular, concerning initial value problems, we refer to the

monograph by Lakshmikantham and Leela6, while, regarding boundary value problems,

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However, to the best of our knowledge, the literature on the existence and uniqueness of solutions on the half-line for delay differential equations seems to be rather limited. Motivated by the papers by Agarwal et al.9and Mavridis et al.10, this paper aims to

fill this gap by improving and generalizing results mentioned in the references.

Throughout the paper, for any intervalJ of the real lineRand any subsetX ofR, by

CJ, Xwe will denote the set of all continuous functions defined onJand having values in

X. Moreover,r will be a nonnegative real number. Furthermore, iftis a point in the interval 0,∞andxis a continuous real-valued function defined at least ontr, t, the notationxt

will be used for the function inCr,0,Rdefined by the formula

xtτ xtτ for −rτ ≤0. 1.1

We notice that the setCr,0,Ris a Banach space endowed by the usual sup-norm| · |:

|ψ| max

rτ≤0

ψτ forψC

r,0,R. 1.2

Consider the second-order nonlinear delay differential equation

ptxtft, xt, ptxt

0, 1.3

wherepis a positive continuous real-valued function on the interval0,∞such that

0 dt

pt <, 1.4

andfis a real-valued function defined on the set0,∞×Cr,0,R×R,which satisfies the continuity condition:ft, xt, ptxtis continuous with respect totin0,∞for each given

functionxinCr,,Rthat is continuously differentiable on the interval0,.

Our interest will be concentrated on global solutions of the delay differential equation 1.3, for example, on solution of1.3on the whole interval0,.By a solution on0,

of1.3, we mean a functionxinCr,,R,which is continuously differentiable on the

interval0,∞and such thatpxis continuously differentiable on0,∞and1.3is satisfied for allt >0.

With the delay differential equation1.3, one associates a condition of the form

x0φ, 1.5

or, equivalently,

xt φt for −rt≤0, 1.5’

whereφinCr,0,Ris given with

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Also, together with1.3, we specify another condition of the form

lim

t→∞ptx

t L, 1.7

whereLis a given real number.

Equations 1.3–1.7 constitute a boundary value problem BVP on the half-line. A solution on0,∞ of the delay differential equation 1.3 satisfying the boundary value conditions1.5and1.7is said to be a solution on0,∞of the boundary value problem 1.3–1.7or, more briefly, a solution on0,∞of the BVP1.3–1.7.

In the sequel, byPtwe will denote the positive continuous real-valued function on the interval0,∞defined by the formula

Pt t

0 ds

ps fort >0. 1.8

A useful integral representation of the BVP 1.3–1.7 is given by the following lemma, which will be used in proving the main result of the paper.

Lemma 1.1. Let x be a function inCr,,Rthat is continuously differentiable on the interval 0,∞. Thenxis a solution on0,of the BVP1.3–1.7if and only if it satisfies

xt ⎧ ⎪ ⎨ ⎪ ⎩

φt for−rt≤0,

LPt t

0

1

σ

fs, xs, psxs

ds dσ fort >0. 1.9

Proof. Assume thatxsatisfies1.9. Then1.5’or1.5is fulfilled. Moreover, we immediately obtain

ptxt L

t

fs, xs, psxs

ds, 1.10

which implies that limt→∞ptxt L, for example, 1.7 holds true. Furthermore, from

1.10we get

ptxtft, xt, ptxt

fort >0, 1.11

which means thatxis a solution on0,∞of1.3. Thus,xis a solution on0,∞of the BVP 1.3–1.7.

Conversely, let us suppose thatxis a solution on0,∞of the BVP1.3–1.7. In view

of1.5’we havext φtfor −rt≤0.Furthermore, from1.3it follows thatxsatisfies 1.11and consequently

ptxt− lim

T→∞pTx

T tf

s, xs, psxs

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So, because of 1.7, we conclude that 1.10 is satisfied. By using 1.10 and taking into account the fact thatx0 φ0 0,we obtain for everyt >0,

xt x0 L t

0

t

0

1

σ

fs, xs, psxs

ds dσ

LPt t

0

1

σ

fs, xs, psxs

ds dσ.

1.13

We have thus proved thatxsatisfies1.9. The proof of the lemma is complete.

Our results in this paper are presented in the form of two theoremsTheorems2.1and

2.2. InTheorem 2.1, sufficient conditions are established in order that the BVP1.3–1.7has at least one solution in the interval0,∞.Theorem 2.2provides sufficient conditions for the

BVP1.3–1.7to have exactly one solution on the interval0,∞. The results of this paper

are stated inSection 2. The proofs of Theorems2.1and2.2are given inSection 3. The proof ofTheorem 2.1is based on the use of the classical Schauder fixed point theorem, while the well-known Banach contraction principle is used in the proof ofTheorem 2.2.

2. Main results

The first main result of this paper is the following theorem, which provides sufficient conditions for BVP1.3–1.7to have at least one solution on the interval0,.

Theorem 2.1. Suppose that

ft, ψ, zF

t,|ψ|,|z| ∀t, ψ, z∈0,∞×Cr,0,R×R, 2.1

where F is a nonnegative real-valued function defined on0,∞×Cr,0,0,∞×0,,which satisfies the following continuity condition:

(C)Ft,|xt|, pt|xt|is continuous with respect totin0,for each given functionxin

Cr,,Rwhich is continuously differentiable on the interval0,.

Assume that

(A) for eacht > 0, the function Ft,·,·is increasing onCr,0,0,∞×0,in the sense that Ft, ψ, zFt, ω, v for any ψ, ω in Cr,0,0,with ψωi.e., ψτωτforrτ ≤ 0and anyz, vin0,withzv.Let a real numbercexist withc > |L|

such that

0F

t, ηt, c

dtc− |L|, 2.2

where the functionηinCr,,0,depends onφ, cand is defined by

ηt ⎧ ⎨ ⎩

φt for −rt≤0,

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Then, the BVP1.3–1.7has at least one solutionxon the interval0,such that

c|L|LPtxtc− |L|LPt for everyt >0, 2.4 −c|L|Lptxtc− |L|L for everyt >0. 2.5

In addition, for this solutionxof the BVP1.3–1.7,

lim

t→0ptx t ξ

x, 2.6

whereξxis some real number (depending on the solutionx); the numberξxis given by

ξxL

0f

s, xs, psxs

ds. 2.7

It is remarkable that2.6implies

lim

t→0 xt

Pt ξx, 2.8

provided thatpis such that

0

1

pt. 2.9

Our second main result is Theorem 2.2 below. This theorem establishes conditions under which the BVP1.3–1.7has exactly one solution on the interval0,∞.

Theorem 2.2. Let the following generalized Lipschitiz condition be satisfied:

ft, ψ, zft, ω, vKtmax

|ψω|,|zv|,

t, ψ, z,t, ω, vin0,∞×Cr,0,R×R, 2.10

whereKis a nonnegative continuous real-valued function on the interval0,such that

0max

1, PtKtdt <1. 2.11

Moreover, suppose that2.1holds, whereFis a nonnegative real-valued function on the set0,∞× Cr,0,0,∞×0,∞, which satisfies the continuity condition (C). Assume that (A) is satisfied.

Let there exist a real number c with c > |L|so that 2.2 holds, where the function η in

Cr,,0,depends onφ, cand is defined by2.3. Then, the BVP1.3–1.7has exactly one solutionxon the interval0,with

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this unique solutionxis such that2.4and2.5hold. In addition, for this unique solutionxof the BVP1.3–1.7, statement2.6is true, whereξxis some real number (depending on the solutionx);

the numberξxis given by2.7.

3. Proofs of Theorems2.1and2.2

To prove Theorem 2.1, we will use the fixed point technique, by applying the following Schauder theoremsee11.

The Schauder theorem

Let E be a Banach space and Ω any nonempty convex and closed subset of E. If M is a continuous mapping ofΩinto itself andMΩis relatively compact, then the mappingMhas at least one fixed pointi.e., there exists anx∈ΩwithxMx.

Let BC0,,Rbe the Banach space of all bounded continuous real-valued functions on the interval0,∞, endowed with the sup-norm · defined by

λsup

t>0

λt forλBC

0,,R. 3.1

We need the following compactness criterion for subset of BC0,,R, which is

a consequence of the well-known Arzela-Ascoli theorem. This compactness criterion is an adaptation of a lemma due to Avramescu12. In order to formulate this criterion, we note

that a setUof real-valued functions defined on the interval0,∞is called equiconvergent at 0 resp.,∞if all the functions inUare convergent inRat the point 0 resp.,∞and, in addition, for each >0, there existsTT>0 such that, for all the functionsλinU, it holds that|λt−lims→0λs|< for 0< t < Tresp.,|λt−lims→∞λs|< fort > T.

Compactness criterion

Let U be an equicontinuous and uniformly bounded subset of the Banach space BC0,,R.IfUis equiconvergent at 0and at∞, it is also relatively compact.

In order to proveTheorem 2.2, we will make use of the well-known Banach contraction principlesee13.

The Banach contraction principle

LetEbe a Banach space andΩany nonempty closed subset ofE. IfMis a contraction ofΩ into itself, then the mappingMhas exactly one fixed pointi.e., there exists anx∈ Ωwith

xMx.

Throughout the remainder of this section,E stands for the set of all functionsu in

Cr,,R,which are continuously differentiable on the interval0,∞and such thatpu

is bounded on0,.The setEis a Banach space endowed with the norm · Edefined as

follows:

uEmax

max

rt≤0

ut,sup

t>0

ptut

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In order to prove Theorems2.1and2.2, we will first establish the following proposi-tion.

Proposition 3.1. Suppose that2.1holds, whereFis a nonnegative real-valued function defined on the set0,∞×Cr,0,0,∞×0,∞, which satisfies the continuity condition (C). Assume that

(A) is satisfied. Letcbe a positive real number such that

0

Ft, ηt, c<, 3.3

where the functionηinCr,,0,depends onφ, cand is defined by2.3. Also, letΩbe the subset of the Banach spaceEconstituted of all functionsxinE, which satisfies1.5’and2.12. Then

the formula

Mxt ⎧ ⎪ ⎨ ⎪ ⎩

φt for −rt≤0,

LPt t

0

1

σ

fs, xs, psxs

ds dσ fort >0 3.4

makes sense for any functionxinΩ, and this formula defines a mappingMofΩintoE. Moreover,

MΩis relatively compact and the mappingMis continuous.

Proof. Letxbe an arbitrary function inΩ. By the definition ofΩ, the functionxsatisfies1.5’

and2.12. Sinceφ0 0,it follows from1.5’thatx0 0. By taking into account this fact and using2.12, we can easily obtain

xtcPt for everyt0. 3.5

By virtue of1.5’,3.5, and2.3, it holds that|xt| ≤ηtt≥ −r, which ensures that

xtηt for everyt0. 3.6

In view of3.6and2.12and the assumptionA, we get

Ft,xt, ptxtF

t, ηt, c

fort >0. 3.7

On the other hand, the hypothesis2.1guarantees that

f

t, xt, ptxtF

t,xt, ptxt fort >0. 3.8

Thus, we have

f

t, xt, ptxtF

t, ηt, c

(8)

From3.3and3.9, it follows that

0 f

t, xt, ptxtdt <, 3.10

and consequently

0f

t, xt, ptxt

dtexists inR. 3.11

Furthermore, by taking into account3.10and using the hypothesis that01/ptdt<∞, we can conclude that

0

1

σ

f

t, xt, ptxtdt dσ <. 3.12

It follows from3.12that

0

1

σ

ft, xt, ptxt

dt dσ exists inR. 3.13

As3.13holds true for all functionsxinΩ, we can immediately see that the formula 3.4makes sense for any functionxinΩ, and this formula defines a mappingMofΩinto

Cr,,R. We will show thatMis a mapping ofΩintoE, for example, thatMΩ⊆E.For this purpose, let us consider an arbitrary functionxinΩ. Then, by taking into account3.9,

from3.4we obtain fort >0,

ptMxtL

t

fs, xs, psxs

ds

≤ |L|

t

fs, xs, psxsds

≤ |L|

t

Fs, ηs, c

ds

≤ |L|

0F

s, ηs, c

ds.

3.14

Hence,

ptMxtQ for everyt >0, 3.15

here

Q|L|

0

Fs, ηs, c

(9)

Note that, because of3.3,Q is a nonnegative real constant. Inequality 3.15means that

pMxis bounded on the interval0,∞and soMxbelongs toE. We have thus proved that, for anyx∈Ω, MxE,for example, thatMΩ⊆E.

Now we will prove thatMΩis relatively compact. We observe that, for any function

xinΩ, we haveMxt φtfor−rt≤0.By taking into account this fact as well as the definition of the norm · E, we can easily conclude that it is enough to show that the set

UpMx|0,

:x∈Ω 3.17

is relatively compact in the Banach space BC0,,R. By using3.9, for any functionxin Ωand everyt1, t2with 0< t1 ≤t2, we obtain

p t1

Mxt1

pt2

Mxt2 t2

t1

fs, xs, psxs

ds

t2

t1

f

s, xs, psxsds

t2

t1

Fs, ηs, c

ds.

3.18

So, by taking into account3.3, we can easily verify thatUis equicontinuous. Moreover, each functionxinΩsatisfies3.15, where the nonnegative real numberQis defined by3.16 and

it is independent ofx. This guarantees thatUis uniformly bounded. Furthermore, ifxis an arbitrary function inΩ, then we have fort >0,

ptMxtL

t

fs, xs, psxs

ds

t

f

s, xs, psxsds,

3.19

and hence, because of3.9, it holds that

ptMxtL

t

Fs, ηs, c

ds for everyt >0. 3.20

For any functionxinΩ,3.20together with3.3implies that

lim

t→∞ptMx

(10)

By again using3.3and3.20, we immediately see thatUis equiconvergent at∞.Now, for each functionxinΩ, we defineξxby2.7. For any functionxinΩ,3.11guarantees thatξx

is a real number. Ifxis an arbitrary function inΩ, then we obtain fort >0,

ptMxtξ

x

t

0

fs, xs, psxs

ds

t

0 f

s, xs, psxsds,

3.22

and so, by the virtue of3.9, we get

ptMxtξ

x

t

0F

s, ηs, c

ds for everyt >0. 3.23

It follows from3.23and3.3that

lim

t→0ptMx t ξ

x, 3.24

for any functionxinΩ. Also, by again using3.3and3.23and taking into account3.24,

we conclude thatUis equiconvergent at 0.Furthermore, by the given compactness criterion, the setUis relatively compact in BC0,,R.

Next we will prove that the mappingMis continuous. Consider an arbitrary function

xinΩ, and let{xn}, n≥1,be any sequence of functions inΩsuch that limn→∞xn xin

the sense of · E. It is not difficult to verify that limn→∞xnt xtuniformly int∈−r,

and limn→∞xnt xtuniformly int∈0,.On the other hand, by3.9, it holds that f

t, xtn, ptxntFt, ηt, c

for everyt >0,n≥1. 3.25

Thus by taking into account the fact that

0

1

σ

Ft, ηt, cdt dσ <∞ 3.26

which is a consequence of3.3and the hypothesis that01/ptdt < ∞, we can apply

the Lebesgue dominated convergence theorem to obtain, for everyt >0,

lim

n→ ∞ t

0

1

σ

fs, xsn, ps

xnsds dσt 0

1

σ

fs, xs, psxs

ds dσ.

3.27

This, together with the fact that

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guarantees the pointwise convergence

lim

n→∞

Mxnt Mxt fort≥ −r. 3.29

It remains to show that this convergence is also convergent in the sense of · E, for example,

that

lim

n→∞Mx

nMx. 3.30

For this purpose, we consider an arbitrary subsequenceMxk of Mxn. SinceMΩ is

relatively compact, there exist a subsequenceMxjof the sequenceMxkand a function uinEso that limj→∞Mxj uin the sense of · E. As the · Econvergence implies the

pointwise one to the same limit function, we must haveu Mx.That is,3.30holds true. Consequently,Mis continuous. The proof of the proposition has been finished.

Proof ofTheorem 2.1. First of all, we observe that the hypothesis2.2implies3.3. LetΩbe the subset of the Banach space ofEdefined as in the proposition. Clearly,Ωis a nonempty convex and closed subset of E. By our proposition, the formula3.4makes sense for any function xinΩ, and this formula defines a continuous mapping Mof ΩintoE such that

MΩis relatively compact. We will show thatMis a mapping ofΩinto itself, for example, thatMΩ⊆Ω.Let us consider an arbitrary functionxinΩ. The functionxsatisfies3.20. By

using the hypothesis2.2, from3.20we obtain

ptMxtLc− |L| for everyt >0, 3.31

which obviously gives

ptMxtc for everyt >0. 3.32

By the definition of Ω,3.32 together with the fact that Mxt φt for −rt ≤ 0 guarantees thatMxbelongs toΩ. We have thus proved that, for eachxinΩ, Mx ∈ Ω, for

example, thatMΩ⊆Ω.

Now the Schauder theorem guarantees the existence of anxinΩ such that1.9is satisfied. By ourLemma 1.1,xis a solution on the interval0,∞of the BVP1.3–1.7. Also,

asx∈ΩandxMx,3.31ensures that the solutionxsatisfies

ptxtLc− |L| for everyt >0. 3.33

That is,xsatisfies2.5. Moreover, sincex0 φ0 0,it follows from2.5thatxis also such that2.4holds. Furthermore, sincex ∈ Ω,3.11and3.24are satisfied, whereξx is

given by2.7. Because of3.11,ξxis a real number. Asx Mx,it follows from3.24that

the solution satisfies2.6. The proof of the theorem is complete.

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proposition guarantees that the formula3.4makes sense for any functionxinΩ, and this formula defines a mappingMofΩintoE. As in the proof ofTheorem 2.1, we can use the hypothesis2.2to show thatMis a mapping ofΩinto itself.

Now, we will prove that the mapping M is a contraction. For this purpose, let us consider two arbitrary functionsxandxinΩ. In view of3.4, we haveMxt Mxt φtfor−rt≤0,and consequently

max

rt≤0Mxt

Mxt0. 3.34

Furthermore, by using2.10, from3.4we obtain fort >0,

ptMxtptMx t

t

fs, xs, psxs

fs,xs, psxs

ds

t

f

s, xs, psxs

fs,xs, psxsds

t

Ksmaxxsxs,psxspsxsds.

3.35

This gives

sup

t>0

ptMxtptMx t

0Ktmax

xtxt,ptxtptxtdt.

3.36

By the definition of the norm · EinE, the last inequality together with3.34implies that

MxMx

E

0

Ktmaxxtxt,ptxtptxtdt. 3.37

From the definition ofΩ, it follows thatxt xt φtfor−rt≤0,and so

xtxt0 for rt0. 3.38

Moreover, in view of the fact thatx0 x0 φ0 0,we get fort >0,

xtxtt

0

xsxsds

t

0

xsxsds

t

0

1

pspsx

spsxsds.

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But, by the definition of the norm · E, we have

ptxtptxtxx

E for everyt >0. 3.40

Thus, we obtain

xtxtPtxx

E for everyt >0. 3.41

This inequality and3.38can be written as

xtxtμtxx

Et≥ −r, 3.42

where the functionμis defined by

μt 0 for −rt≤0, μt Pt fort >0. 3.43

Hence,

xtτxtτμtτxx

E fort >0,rτ ≤0, 3.44

for example,

xtτxtτμtτxx

E fort >0,rτ≤0. 3.45

Therefore,

max

rτ≤0xtτxtτ

max

rτ≤0μtτ

xxE fort >0. 3.46

But sinceμis nondecreasing on−r,∞, we have

max

rτ≤0μtτ μt Ptfort >0. 3.47

So it holds that

xtxtPtxx

(14)

Next, by using3.48and3.40, from3.37we obtain

MxMx

E

0

KtmaxPtxxE,xxEdt

0Ktmax

Pt,1dtxxE.

3.49

By taking into account2.11, we see that the mappingM:Ω→Ωis a contraction.

Finally, by the Banach contraction principle, the mappingM : Ω → Ωhas a unique fixed point. Namely, there exists exactly onexin Ωsuch thatx Mx, for example, such that1.9is satisfied. So, by our lemma, the BVP 1.3–1.7 has exactly one solutionxon the interval0,∞such that2.12holds.Note that a solutionxon the interval0,∞of the BVP1.3–1.7belongs toΩif and only ifxsatisfies2.12.As in the proof ofTheorem 2.1, we conclude that this unique solutionx of the BVP1.3–1.7 satisfies2.4and 2.5. In

addition, for this solutionx,2.6holds true, where the real numberξxis given by2.7. The

proof of the theorem is now complete.

Acknowledgment

This work was supported by the NNSF of ChinaGrant no. 05046012.

References

1 R. P. Agarwal, D. O’Regan, and P. J. Y. Wong,Positive Solutions of Differential, Difference and Integral

Equations, Kluwer Academic Publishers, Dordrecht, The Netherlands, 1999.

2 R. P. Agarwal and D. O’Regan,Infinite Interval Problems for Differential, Difference and Integral Equations, Kluwer Academic Publishers, Dordrecht, The Netherlands, 2001.

3 C. Bai and J. Fang, “On positive solutions of boundary value problems for second-order functional differential equations on infinite intervals,”Journal of Mathematical Analysis and Applications, vol. 282, no. 2, pp. 711–731, 2003.

4 O. Diekmann, S. A. van Gils, S. M. Verduyn Lunel, and H.-O. Walther,Delay Equations: Functional, Complex, and Nonlinear Analysis, vol. 110 ofApplied Mathematical Sciences, Springer, New York, NY, USA, 1995.

5 J. K. Hale and S. M. Verduyn Lunel,Introduction to Functional Differential Equations, vol. 99, Springer, New York, NY, USA, 1993.

6 V. Lakshmikantham and S. Leela,Differential and Integral Inequalities: Theory and Applications. Vol. II: Functional, Partial, Abstract, and Complex Differential Equations, vol. 55 ofMathematics in Science and Engineering, Academic Press, New York, NY, USA, 1969.

7 N. Azbelev, V. Maksimov, and L. Rakhmatullina, Introduction to the Theory of Linear Functional-Differential Equations, vol. 3 of Advanced Series in Mathematical Science and Engineering, World Federation, Atlanta, Ga, USA, 1995.

8 N. V. Azbelev and L. F. Rakhmatullina, “Theory of linear abstract functional-differential equations and applications,”Memoirs on Differential Equations and Mathematical Physics, vol. 8, p. 102, 1996.

9 R. P. Agarwal, Ch. G. Philos, and P. Ch. Tsamatos, “Global solutions of a singular initial value problem to second order nonlinear delay differential equations,”Mathematical and Computer Modelling, vol. 43, no. 7-8, pp. 854–869, 2006.

10 K. G. Mavridis, Ch. G. Philos, and P. Ch. Tsamatos, “Existence of solutions of a boundary value problem on the half-line to second order nonlinear delay differential equations,”Archiv der Mathematik, vol. 86, no. 2, pp. 163–175, 2006.

11 J. Schauder, “Der fixpunktsatz in funktionalraumen,”Studia Mathematica, vol. 2, pp. 171–180, 1930.

12 C. Avramescu, “Sur l’existence des solutions convergentes des syst`emes d’´equations diff´erentielles non lin´eaires,”Annali di Matematica Pura ed Applicata, vol. 81, pp. 147–168, 1969.

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 bully agents, when they send too many messages.  mistreated agents, when they received too many messages.  mistreated-bully agents, when they send and receive too

Though identical changes of the general condition were observed at experimental group of mice which was injected with vipera venom, allocated from snakes

Different from all current weakly supervised methods whose solutions are constrained in a single image, our proposed method focuses on optimizing the embedding vectors across

features. However, as shown in Figure 1, different words are associated with features of different levels. To leverage dif- ferent features to generate words synchronously, we propose

Be- cause for tilted text, Mask R-CNN gives classification score rudely based on horizontal proposal, while the background occupies a large proportion.. Therefore, when facing

[7] Priyadharshini P and Parvathi A(2017), Tri-b-Continuous Function in Tri Topological Spaces, International Journal of Mathematics and its