• 検索結果がありません。

ON THE EXTENSION OF LINEAR OPERATORS

N/A
N/A
Protected

Academic year: 2022

シェア "ON THE EXTENSION OF LINEAR OPERATORS"

Copied!
4
0
0

読み込み中.... (全文を見る)

全文

(1)

IJMMS 28:10 (2001) 621–623 PII. S0161171201006998 http://ijmms.hindawi.com

© Hindawi Publishing Corp.

ON THE EXTENSION OF LINEAR OPERATORS

JOHN J. SACCOMAN (Received 7 March 2001)

Abstract.It is well known that the Hahn-Banach theorem, that is, the extension theo- rem for bounded linear functionals, is not true in general for bounded linear operators.

A characterization of spaces for which it is true was published by Kakutani in 1940. We summarize Kakutani’s work and we give an example which demonstrates that his charac- terization is not valid for two-dimensional spaces.

2000 Mathematics Subject Classification. 46A22.

1. Introduction. The fact that it is always possible to extend a bounded linear func- tional with its norm preserved was proven by Hahn in 1927 [3, page 217]. This is the well-known Hahn-Banach theorem, that is, the extension theorem for bounded lin- ear functionals on normed linear spaces. The following theorem is Hahn’s result with appropriate changes updating the terminology.

Theorem 1.1. Let M be a closed subspace of the real Banach spaceX, and f a bounded linear functional defined onM. Then there exists a bounded linear functional F defined onXwithF (x)=f (x)for allx∈MandF = f.

An obvious question is whether a similar result can be established for bounded linear operators. Specifically the question may be stated as follows.

Question1. LetMbe a closed subspace of the real Banach spaceX. Is it possible to extend every bounded linear operatorb, which mapsMinto an arbitrary Banach spaceY, to a bounded linear operatorBwhich mapsXintoY and has the same norm asb?

2. Kakutani’s theorem. The above question was essentially raised by Kakutani [5, page 93]. He noted that the answer to this question in general is no. Actually, this was first demonstrated by Murray [6]. However, some results on extending linear operators have been obtained by placing conditions on the domain or range space. Papers by Bohnenblust [1], Kakutani [5], Murray [6], Nachbin [7], and Sobczyk [8] among others, contain such results.

Kakutani claimed that with some restrictions the answer to the above question is affirmative. These restrictions are given in the following theorem [5, page 94].

Theorem2.1(see [5]). LetXbe a Banach space. In order that the answer to the above question be affirmative for any closed linear subspaceMofXand any bounded linear

(2)

622 JOHN J. SACCOMAN

operator which mapsMinto another Banach spaceY (also arbitrary), it is necessary and sufficient thatXbe a unitary space.

However, as it is shown inSection 3, there is still a problem with Kakutani’s theorem.

3. A counterexample to Kakutani’s theorem. The following definitions will aid in demonstrating the invalidity of Kakutani’s claim.

Definition3.1. A normed linear spaceX is a unitary space if the norm satisfies the parallelogram law, that is,

x+v2+x−v2=2

x2+v2

∀x, v∈X. (3.1)

Definition 3.2. Let X be a Banach space and M a closed subspace of X. Then M has propertyᏱif for every Banach spaceY and every bounded linear operatorb mappingMintoY, there exists a bounded linear operatorBmappingXintoY such thatB(x)=b(x)for allxinMandB = b.

Definition3.3. LetXbe a Banach space. We say thatXhas the extension property, if every closed subspace ofXhas propertyᏱ.

In other words, ifX has the extension property, then the answer toQuestion 1is affirmative. In light of these definitions Kakutani’s theorem may be restated as follows.

Theorem3.4. A Banach spaceX has the extension property if and only if Xis a unitary space.

In 1935, Jordan and von Neuman [4] proved that the parallelogram law is a necessary and sufficient condition for a Banach space to be a Hilbert space. In fact Dunford and Schwartz in part 1 of their classic text “Linear Operators” use the Jordan-von Neuman condition to describe Kakutani’s result [2, page 554].

Thus Kakutani proved (in 1939) thatXis a Hilbert space if and only if an arbitrary bounded linear operator defined on a subspace ofXhas an extension to all ofXwith the same norm.

In his proof ofTheorem 2.1, however, Kakutani assumed that dim(X)3. But he made no note of this restriction in the statement of his theorem and neither did Dunford and Schwartz. Of course, if every normed linear spaceX with dim(X) <3 is unitary, this would not be a problem. However, the vector space of pairs(x1, x2) of real numbers with the norm defined by (x1, x2) = |x1| + |x2| is not a unitary space. Furthermore, it can be shown that every two-dimensional Banach space has the extension property independent of whether it is a unitary space or not.

LetXbe any two-dimensional space, not necessarily a unitary space,Y an arbitrary Banach space, andM any subspace ofX (Xis a Banach space andM is closed since X is finite dimensional). The following demonstrates that every subspace ofX has propertyᏱ.

The cases for two-dimensional and zero-dimensional subspaces are trivial. In the two-dimensional case setB(x)=b(x),for allx∈X. In the zero-dimensional case set B(x)=0, for allx∈X. It is easy to see that in both casesBis an extension ofbwith B = b.

(3)

ON THE EXTENSION OF LINEAR OPERATORS 623 Now let M be any one-dimensional subspace ofX. Then there is a v in X with v =1 andMcan be expressed asM= {tv|tis realv =1}. Ifbis any bounded linear operator mappingMintoY, then

b = sup

tv1

b(tv)=b(v)sup

|t|≤1|t| =b(v). (3.2) The functionalfdefined onMbyf (tv)=tis linear and bounded withf =1. By Theorem 1.1, that is, the Hahn-Banach theorem, there is a bounded linear functionalF defined onXwithF (x)=f (x)for allxinMandF = f =1. LetBbe the mapping fromXintoY defined byB(x)=F (x)b(v)withxinXandvas defined previously, that is,v =1. ThenBis linear and

B(tv)=F (tv)b(v)=tb(v)=b(tv). (3.3) Further,

B = sup

x≤1

B(x)= sup

x≤1

F (x)b(v)

=b(v)sup

x≤1

F (x)=b(v)F =b(v)= b. (3.4) Hence any one-dimensional subspace ofXhas propertyᏱ.

Since every subspace ofXhas propertyᏱ,Xhas the extension property. ButXneed not be a unitary space. In other words the correct form ofTheorem 3.4is as follows.

Theorem3.5. A Banach spaceXwithdim(X)3has the extension property if and only ifXis a unitary space, that is, if and only ifXis a Hilbert space.

References

[1] F. Bohnenblust,Convex regions and projections Minkowski spaces, Ann. of Math. (2)39 (1938), 301–308.Zbl 019.14101.

[2] N. Dunford and J. T. Schwartz,Linear Operators. I. General Theory, Pure and Applied Mathematics, vol. 7, Interscience, New York, 1958.MR 22#8302. Zbl 084.10402.

[3] H. Hahn,Über lineare Gleichungssysteme in linearen Raümen, J. Reine Angew. Math.157 (1927), 214–229 (German).

[4] P. Jordan and J. von Neumann,On inner products in linear metric spaces, Ann. of Math.36 (1935), 719–723.

[5] S. Kakutani,Some characterizations of Euclidean space, Japan. J. Math.16(1939), 93–97.

MR 1,146d. Zbl 0022.15001.

[6] F. J. Murray,On complementary manifolds and projections in spaces Lp andlp, Trans.

Amer. Math. Soc.41(1937), no. 1, 138–152.CMP 1 501 894. Zbl 016.21406.

[7] L. Nachbin,A theorem of the Hahn-Banach type for linear transformations, Trans. Amer.

Math. Soc.68(1950), 28–46.MR 11,369a. Zbl 035.35402.

[8] A. Sobczyk,On the extension of linear transformations, Trans. Amer. Math. Soc.55(1944), 153–169.MR 5,272b. Zbl 063.07110.

John J. Saccoman: Department of Mathematics and Computer Science, Seton Hall University, South Orange, NJ07079, USA

E-mail address:[email protected]

(4)

Journal of Applied Mathematics and Decision Sciences

Special Issue on

Intelligent Computational Methods for Financial Engineering

Call for Papers

As a multidisciplinary field, financial engineering is becom- ing increasingly important in today’s economic and financial world, especially in areas such as portfolio management, as- set valuation and prediction, fraud detection, and credit risk management. For example, in a credit risk context, the re- cently approved Basel II guidelines advise financial institu- tions to build comprehensible credit risk models in order to optimize their capital allocation policy. Computational methods are being intensively studied and applied to im- prove the quality of the financial decisions that need to be made. Until now, computational methods and models are central to the analysis of economic and financial decisions.

However, more and more researchers have found that the financial environment is not ruled by mathematical distribu- tions or statistical models. In such situations, some attempts have also been made to develop financial engineering mod- els using intelligent computing approaches. For example, an artificial neural network (ANN) is a nonparametric estima- tion technique which does not make any distributional as- sumptions regarding the underlying asset. Instead, ANN ap- proach develops a model using sets of unknown parameters and lets the optimization routine seek the best fitting pa- rameters to obtain the desired results. The main aim of this special issue is not to merely illustrate the superior perfor- mance of a new intelligent computational method, but also to demonstrate how it can be used e

ectively in a financial engineering environment to improve and facilitate financial decision making. In this sense, the submissions should es- pecially address how the results of estimated computational models (e.g., ANN, support vector machines, evolutionary algorithm, and fuzzy models) can be used to develop intelli- gent, easy-to-use, and/or comprehensible computational sys- tems (e.g., decision support systems, agent-based system, and web-based systems)

This special issue will include (but not be limited to) the following topics:

Computational methods

: artificial intelligence, neu- ral networks, evolutionary algorithms, fuzzy inference, hybrid learning, ensemble learning, cooperative learn- ing, multiagent learning

Application fields

: asset valuation and prediction, as- set allocation and portfolio selection, bankruptcy pre- diction, fraud detection, credit risk management

Implementation aspects

: decision support systems, expert systems, information systems, intelligent agents, web service, monitoring, deployment, imple- mentation

Authors should follow the Journal of Applied Mathemat- ics and Decision Sciences manuscript format described at the journal site

http://www.hindawi.com/journals/jamds/.

Prospective authors should submit an electronic copy of their complete manuscript through the journal Manuscript Track- ing System at

http://mts.hindawi.com/, according to the fol-

lowing timetable:

Manuscript Due December 1, 2008 First Round of Reviews March 1, 2009 Publication Date June 1, 2009

Guest Editors

Lean Yu,

Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China;

Department of Management Sciences, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong;

[email protected]

Shouyang Wang,

Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China; [email protected]

K. K. Lai,

Department of Management Sciences, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong; [email protected]

Hindawi Publishing Corporation http://www.hindawi.com

参照

関連したドキュメント

Ex- ponential decay rates for the solutions of Euler-Bernoulli equations with boundary dissipation occurring in the moments only was investigated by Lasiecka [11], and the

The object of the present paper is to give applications of the Nunokawa Theorem [Proc.. Our results have some interesting examples as

For an orientable compact and connected hypersurface in the Euclidean space R n+1 with scalar curvature S, mean curvature α and sectional curvatures bounded below by a constant δ

Thus, this paper complements the results on instability obtained in [2] for the class of systems satisfying condition

It is clear that the class of N-homomorphism is the largest class for which the mapping as defined in the proof of Theorem 7, will be an isomorphism..

Assunta Pozio Presented by J.P. We show that it is related to the regularity of the map λ 7→ u λ. We then show that in dimensions N = 1 and N = 2, discontinuities in the branch

The Implicit Function Theorem asserts that there exists a ball of nonzero radius within which one can express a certain subset of variables, in a system of analytic equations,

Nonlinear operator equation in a Banach space, a priori boundedness principle, functional differential equation, periodic solution.... Then the equation (1)