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This note explicates some details of the discussion
given in Appendix B of E. Jang, S. Gu, and B. Poole.
Categorical representation with Gumbel-softmax.
ICLR, 2017.
Full paper: https://arxiv.org/pdf/1804.02339.pdf
We propose and analyze a novel adaptive step size variant of the Davis-Yin three operator splitting, a method that can solve optimization problems composed of a sum of a smooth term for which we have access to its gradient and an arbitrary number of potentially non-smooth terms for which we have access to their proximal operator. The proposed method leverages local information of the objective function, allowing for larger step sizes while preserving the convergence properties of the original method. It only requires two extra function evaluations per iteration and does not depend on any step size hyperparameter besides an initial estimate. We provide a convergence rate analysis of this method, showing sublinear convergence rate for general convex functions and linear convergence under stronger assumptions, matching the best known rates of its non adaptive variant. Finally, an empirical comparison with related methods on 6 different problems illustrates the computational advantage of the adaptive step size strategy.
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This talk was given for 9th workshop on quantum many-body computation on 4-20-2019, at Renmin University, Beijing.
Abstract: We construct a new $U(1)$ slave spin representation for the single-band Hubbard model in the large-$U$ limit. The mean-field theory in this representation is more amenable to describe both the spin-charge-separation physics of the Mott insulator at half-filling and the strange metal behavior at finite doping. By employing a dynamical Green's function theory for slave spins, we calculate the single-particle spectral function of electrons, and the result is comparable to that in dynamical mean-field theories. We then formulate a dynamical $t/U$ expansion for the doped Hubbard model that reproduces the mean-field results at the lowest order of expansion. To the next order of expansion, it naturally yields an effective low-energy theory of a $t-J$ model for spinons self-consistently coupled to n $XXZ$ model for the slave spins. We show that the superexchange $J$ is renormalized by doping, in agreement with the Gutzwiller approximation. Surprisingly, we find a new ferromagnetic channel of exchange interactions which survives in the infinite $U$ limit, as a manifestation of the Nagaoka ferromagnetism.
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We prove that fuzzy homogeneous components of a CDH fuzzy topological space (X,T) are clopen and also they are CDH topological subspaces of its 0-cut topological space (X,T0).
This note explicates some details of the discussion
given in Appendix B of E. Jang, S. Gu, and B. Poole.
Categorical representation with Gumbel-softmax.
ICLR, 2017.
Full paper: https://arxiv.org/pdf/1804.02339.pdf
We propose and analyze a novel adaptive step size variant of the Davis-Yin three operator splitting, a method that can solve optimization problems composed of a sum of a smooth term for which we have access to its gradient and an arbitrary number of potentially non-smooth terms for which we have access to their proximal operator. The proposed method leverages local information of the objective function, allowing for larger step sizes while preserving the convergence properties of the original method. It only requires two extra function evaluations per iteration and does not depend on any step size hyperparameter besides an initial estimate. We provide a convergence rate analysis of this method, showing sublinear convergence rate for general convex functions and linear convergence under stronger assumptions, matching the best known rates of its non adaptive variant. Finally, an empirical comparison with related methods on 6 different problems illustrates the computational advantage of the adaptive step size strategy.
Transformations of the Pairing Fields in Nuclear MatterAlex Quadros
The existence of the isovector neutron-proton pairing -- only in asymmetric nuclear matter -- is an open question in Nuclear Physics. Motivated by the results of 12^C(e,e pN) reaction at Jefferson Lab [see Sci 320, 2008, 1476] we used symmetries of Dirac-Hartree-Fock-Bogolyubov to evaluate possibles constraints in order to estimate neutron-proton gap
Dynamical t/U expansion for the doped Hubbard modelWenxingDing1
This talk was given for 9th workshop on quantum many-body computation on 4-20-2019, at Renmin University, Beijing.
Abstract: We construct a new $U(1)$ slave spin representation for the single-band Hubbard model in the large-$U$ limit. The mean-field theory in this representation is more amenable to describe both the spin-charge-separation physics of the Mott insulator at half-filling and the strange metal behavior at finite doping. By employing a dynamical Green's function theory for slave spins, we calculate the single-particle spectral function of electrons, and the result is comparable to that in dynamical mean-field theories. We then formulate a dynamical $t/U$ expansion for the doped Hubbard model that reproduces the mean-field results at the lowest order of expansion. To the next order of expansion, it naturally yields an effective low-energy theory of a $t-J$ model for spinons self-consistently coupled to n $XXZ$ model for the slave spins. We show that the superexchange $J$ is renormalized by doping, in agreement with the Gutzwiller approximation. Surprisingly, we find a new ferromagnetic channel of exchange interactions which survives in the infinite $U$ limit, as a manifestation of the Nagaoka ferromagnetism.
ON OPTIMALITY OF THE INDEX OF SUM, PRODUCT, MAXIMUM, AND MINIMUM OF FINITE BA...UniversitasGadjahMada
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International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
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• Aproximación de funciones en los espacios L2(m).
• Aplicaciones en la teoría del scattering cuántico.
Vector measures and classical disjointification methodsesasancpe
Vector measures and classical disjointification methods.
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Introduction to AI for Nonprofits with Tapp NetworkTechSoup
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Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
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This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
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Francesca Gottschalk - How can education support child empowerment.pptx
Dominación y extensiones óptimas de operadores con rango esencial compacto en espacios de Banach de funciones
1. Dominaci´on y extensiones ´optimas de operadores con
rango esencial compacto en espacios de Banach de
funciones
P. Rueda, Enrique A. S´anchez P´erez
Seminario de Medidas Vectoriales en Integraci´on
I.U.M.P.A.-U. Polit´ecnica de Valencia
Diciembre 2012
E. S´anchez Extensiones ´optimas de operadores
2. Let 1 < p,p < ∞ such that 1/p +1/p = 1.
We say that an operator T from X(µ) into a Banach space E satisfies a 1/p-th power
approximation if for each ε > 0 there is a function hε ∈ X(µ)[1/p ] such that for every
function f ∈ BX(µ) there is a function g ∈ BX(µ)[1/p]
such that T(f −ghε ) E < ε.
problem: Let X(µ) be an order continuous Banach function space over a finite
measure µ and let T : X(µ) → E be a Banach space valued operator with compact
essential range. When is the maximal extension of T compact?
E. S´anchez Extensiones ´optimas de operadores
3. Let 1 < p,p < ∞ such that 1/p +1/p = 1.
We say that an operator T from X(µ) into a Banach space E satisfies a 1/p-th power
approximation if for each ε > 0 there is a function hε ∈ X(µ)[1/p ] such that for every
function f ∈ BX(µ) there is a function g ∈ BX(µ)[1/p]
such that T(f −ghε ) E < ε.
problem: Let X(µ) be an order continuous Banach function space over a finite
measure µ and let T : X(µ) → E be a Banach space valued operator with compact
essential range. When is the maximal extension of T compact?
E. S´anchez Extensiones ´optimas de operadores
4. Motivation: Compactness. Grothendieck’s result.
Theorem
Let E be a Banach space and let K ⊆ E be a weakly closed subset. If for every ε > 0
there exists a weakly compact subset K(ε) of X such that K ⊆ K(ε)+εBE , then K is
weakly compact.
E. S´anchez Extensiones ´optimas de operadores
5. Theorem
Let 1 ≤ p < ∞ and X an order continuous Banach function space over a finite measure
space. Let T : X → (E,τ) be a continuous operator and let U be a basis of absolutely
convex open neighborhoods of 0 in (E,τ). Consider the following assertions:
(a) The operator T : X → (E,τ) is compact.
(b) For each g ∈ BX[1/p ]
the image T(gBX[1/p]
) is relatively τ-compact in E and for
every U ∈ U there exists gU ∈ X[1/p ] such that T(BX ) ⊂ T(gU BX[1/p]
)+U.
(c) For each g ∈ BX[1/p ]
the image T(gBX[1/p]
) is relatively τ-compact in E and for
every U ∈ U there exists KU > 0 such that T(BX ) ⊂ T(KU BX[1/p]
)+U.
Then (a) implies (b) and (c). If besides τ is metrizable then (b) or (c) implies (a).
E. S´anchez Extensiones ´optimas de operadores
6. Proof.
(a)⇒(b). If T : X → (E,τ) is compact then T(gBX[1/p]
) is relatively τ-compact in E for all
g ∈ BX[1/p ]
.
Take U ∈ U . Then T(BX )
τ
⊂ T(BX )+U
⊂ T(∪g∈BX[1/p ]
gBX[1/p]
)+U = ∪g∈BX[1/p ]
(T(gBX[1/p]
)+U).
By (a) T(BX )
τ
is τ-compact. Since each set of the form T(gBX[1/p]
)+U is τ-open, there
exist finitely many g1,...,gl ∈ BX[1/p ]
such that
T(BX )
τ
⊂ ∪l
i=1T(gi BX[1/p]
)+U.
By the lattice properties of the norm of X[1/p], for any h1,h2 ∈ X[1/p ] satisfying
|h1| ≤ |h2| a.e., we have that h1BX[1/p]
⊆ |h2|BX[1/p]
.
Define gU = ∑l
i=1 |gi |. Since |gi | ≤ gU , we obtain that gi BX[1/p]
⊂ gU BX[1/p]
, and so
T(gi BX[1/p]
) ⊂ T(gU BX[1/p]
) for all i = 1,...,l. Therefore,
∪l
i=1T(gi BX[1/p]
)+U ⊂ T(gU BX[1/p]
)+U
and (b) is proved.
E. S´anchez Extensiones ´optimas de operadores
7. Proof.
(a)⇒(b). If T : X → (E,τ) is compact then T(gBX[1/p]
) is relatively τ-compact in E for all
g ∈ BX[1/p ]
.
Take U ∈ U . Then T(BX )
τ
⊂ T(BX )+U
⊂ T(∪g∈BX[1/p ]
gBX[1/p]
)+U = ∪g∈BX[1/p ]
(T(gBX[1/p]
)+U).
By (a) T(BX )
τ
is τ-compact. Since each set of the form T(gBX[1/p]
)+U is τ-open, there
exist finitely many g1,...,gl ∈ BX[1/p ]
such that
T(BX )
τ
⊂ ∪l
i=1T(gi BX[1/p]
)+U.
By the lattice properties of the norm of X[1/p], for any h1,h2 ∈ X[1/p ] satisfying
|h1| ≤ |h2| a.e., we have that h1BX[1/p]
⊆ |h2|BX[1/p]
.
Define gU = ∑l
i=1 |gi |. Since |gi | ≤ gU , we obtain that gi BX[1/p]
⊂ gU BX[1/p]
, and so
T(gi BX[1/p]
) ⊂ T(gU BX[1/p]
) for all i = 1,...,l. Therefore,
∪l
i=1T(gi BX[1/p]
)+U ⊂ T(gU BX[1/p]
)+U
and (b) is proved.
E. S´anchez Extensiones ´optimas de operadores
8. Proof.
(a)⇒(b). If T : X → (E,τ) is compact then T(gBX[1/p]
) is relatively τ-compact in E for all
g ∈ BX[1/p ]
.
Take U ∈ U . Then T(BX )
τ
⊂ T(BX )+U
⊂ T(∪g∈BX[1/p ]
gBX[1/p]
)+U = ∪g∈BX[1/p ]
(T(gBX[1/p]
)+U).
By (a) T(BX )
τ
is τ-compact. Since each set of the form T(gBX[1/p]
)+U is τ-open, there
exist finitely many g1,...,gl ∈ BX[1/p ]
such that
T(BX )
τ
⊂ ∪l
i=1T(gi BX[1/p]
)+U.
By the lattice properties of the norm of X[1/p], for any h1,h2 ∈ X[1/p ] satisfying
|h1| ≤ |h2| a.e., we have that h1BX[1/p]
⊆ |h2|BX[1/p]
.
Define gU = ∑l
i=1 |gi |. Since |gi | ≤ gU , we obtain that gi BX[1/p]
⊂ gU BX[1/p]
, and so
T(gi BX[1/p]
) ⊂ T(gU BX[1/p]
) for all i = 1,...,l. Therefore,
∪l
i=1T(gi BX[1/p]
)+U ⊂ T(gU BX[1/p]
)+U
and (b) is proved.
E. S´anchez Extensiones ´optimas de operadores
9. Proof.
(a)⇒(b). If T : X → (E,τ) is compact then T(gBX[1/p]
) is relatively τ-compact in E for all
g ∈ BX[1/p ]
.
Take U ∈ U . Then T(BX )
τ
⊂ T(BX )+U
⊂ T(∪g∈BX[1/p ]
gBX[1/p]
)+U = ∪g∈BX[1/p ]
(T(gBX[1/p]
)+U).
By (a) T(BX )
τ
is τ-compact. Since each set of the form T(gBX[1/p]
)+U is τ-open, there
exist finitely many g1,...,gl ∈ BX[1/p ]
such that
T(BX )
τ
⊂ ∪l
i=1T(gi BX[1/p]
)+U.
By the lattice properties of the norm of X[1/p], for any h1,h2 ∈ X[1/p ] satisfying
|h1| ≤ |h2| a.e., we have that h1BX[1/p]
⊆ |h2|BX[1/p]
.
Define gU = ∑l
i=1 |gi |. Since |gi | ≤ gU , we obtain that gi BX[1/p]
⊂ gU BX[1/p]
, and so
T(gi BX[1/p]
) ⊂ T(gU BX[1/p]
) for all i = 1,...,l. Therefore,
∪l
i=1T(gi BX[1/p]
)+U ⊂ T(gU BX[1/p]
)+U
and (b) is proved.
E. S´anchez Extensiones ´optimas de operadores
10. Proof.
(a)⇒(b). If T : X → (E,τ) is compact then T(gBX[1/p]
) is relatively τ-compact in E for all
g ∈ BX[1/p ]
.
Take U ∈ U . Then T(BX )
τ
⊂ T(BX )+U
⊂ T(∪g∈BX[1/p ]
gBX[1/p]
)+U = ∪g∈BX[1/p ]
(T(gBX[1/p]
)+U).
By (a) T(BX )
τ
is τ-compact. Since each set of the form T(gBX[1/p]
)+U is τ-open, there
exist finitely many g1,...,gl ∈ BX[1/p ]
such that
T(BX )
τ
⊂ ∪l
i=1T(gi BX[1/p]
)+U.
By the lattice properties of the norm of X[1/p], for any h1,h2 ∈ X[1/p ] satisfying
|h1| ≤ |h2| a.e., we have that h1BX[1/p]
⊆ |h2|BX[1/p]
.
Define gU = ∑l
i=1 |gi |. Since |gi | ≤ gU , we obtain that gi BX[1/p]
⊂ gU BX[1/p]
, and so
T(gi BX[1/p]
) ⊂ T(gU BX[1/p]
) for all i = 1,...,l. Therefore,
∪l
i=1T(gi BX[1/p]
)+U ⊂ T(gU BX[1/p]
)+U
and (b) is proved.
E. S´anchez Extensiones ´optimas de operadores
11. Proof.
(a)⇒(b). If T : X → (E,τ) is compact then T(gBX[1/p]
) is relatively τ-compact in E for all
g ∈ BX[1/p ]
.
Take U ∈ U . Then T(BX )
τ
⊂ T(BX )+U
⊂ T(∪g∈BX[1/p ]
gBX[1/p]
)+U = ∪g∈BX[1/p ]
(T(gBX[1/p]
)+U).
By (a) T(BX )
τ
is τ-compact. Since each set of the form T(gBX[1/p]
)+U is τ-open, there
exist finitely many g1,...,gl ∈ BX[1/p ]
such that
T(BX )
τ
⊂ ∪l
i=1T(gi BX[1/p]
)+U.
By the lattice properties of the norm of X[1/p], for any h1,h2 ∈ X[1/p ] satisfying
|h1| ≤ |h2| a.e., we have that h1BX[1/p]
⊆ |h2|BX[1/p]
.
Define gU = ∑l
i=1 |gi |. Since |gi | ≤ gU , we obtain that gi BX[1/p]
⊂ gU BX[1/p]
, and so
T(gi BX[1/p]
) ⊂ T(gU BX[1/p]
) for all i = 1,...,l. Therefore,
∪l
i=1T(gi BX[1/p]
)+U ⊂ T(gU BX[1/p]
)+U
and (b) is proved.
E. S´anchez Extensiones ´optimas de operadores
12. (b)⇒(c) Let ε > 0 and U ∈ U . Take V ∈ U such that V +V ⊂ U.
Consider gV ∈ X[1/p ] given by (b). By continuity there exists δ > 0 such that
T(δBX ) ⊂ V. Since simple functions are dense in X[1/p ], we find a simple function s
such that
(gV −s)f X ≤ gV −s X[1/p ]
< δ
for every f ∈ BX[1/p]
, and so T((gV −s)BX[1/p]
) ⊆ V.
Take KU := s L∞(µ). Then, again by the ideal property of X[1/p], we obtain
T(BX ) ⊆ T(gV BX[1/p]
)+V ⊆ T(sBX[1/p]
)+T((gV −s)BX[1/p]
)+V
⊆ T(sBX[1/p]
)+V +V ⊆ T(KU BX[1/p]
)+U. The proof is finished
Let us assume now that τ is metrizable. We prove (b)⇒(a) (the proof for (c)⇒(a) is the
same).
Take an arbitrary U ∈ U and chose gU ∈ X[1/p ] such that T(BX ) ⊂ T(gU BX[1/p]
)+U.
By (b) the set T(gU BX[1/p]
) is relatively τ-compact in E.
Then we have shown that for any U ∈ U , there is a relatively τ-compact set
T(gU BX[1/p]
) such that T(BX ) ⊂ T(gU BX[1/p]
)+U. As τ is metrizable this implies that
T(BX ) is relatively τ-compact.
E. S´anchez Extensiones ´optimas de operadores
13. (b)⇒(c) Let ε > 0 and U ∈ U . Take V ∈ U such that V +V ⊂ U.
Consider gV ∈ X[1/p ] given by (b). By continuity there exists δ > 0 such that
T(δBX ) ⊂ V. Since simple functions are dense in X[1/p ], we find a simple function s
such that
(gV −s)f X ≤ gV −s X[1/p ]
< δ
for every f ∈ BX[1/p]
, and so T((gV −s)BX[1/p]
) ⊆ V.
Take KU := s L∞(µ). Then, again by the ideal property of X[1/p], we obtain
T(BX ) ⊆ T(gV BX[1/p]
)+V ⊆ T(sBX[1/p]
)+T((gV −s)BX[1/p]
)+V
⊆ T(sBX[1/p]
)+V +V ⊆ T(KU BX[1/p]
)+U. The proof is finished
Let us assume now that τ is metrizable. We prove (b)⇒(a) (the proof for (c)⇒(a) is the
same).
Take an arbitrary U ∈ U and chose gU ∈ X[1/p ] such that T(BX ) ⊂ T(gU BX[1/p]
)+U.
By (b) the set T(gU BX[1/p]
) is relatively τ-compact in E.
Then we have shown that for any U ∈ U , there is a relatively τ-compact set
T(gU BX[1/p]
) such that T(BX ) ⊂ T(gU BX[1/p]
)+U. As τ is metrizable this implies that
T(BX ) is relatively τ-compact.
E. S´anchez Extensiones ´optimas de operadores
14. (b)⇒(c) Let ε > 0 and U ∈ U . Take V ∈ U such that V +V ⊂ U.
Consider gV ∈ X[1/p ] given by (b). By continuity there exists δ > 0 such that
T(δBX ) ⊂ V. Since simple functions are dense in X[1/p ], we find a simple function s
such that
(gV −s)f X ≤ gV −s X[1/p ]
< δ
for every f ∈ BX[1/p]
, and so T((gV −s)BX[1/p]
) ⊆ V.
Take KU := s L∞(µ). Then, again by the ideal property of X[1/p], we obtain
T(BX ) ⊆ T(gV BX[1/p]
)+V ⊆ T(sBX[1/p]
)+T((gV −s)BX[1/p]
)+V
⊆ T(sBX[1/p]
)+V +V ⊆ T(KU BX[1/p]
)+U. The proof is finished
Let us assume now that τ is metrizable. We prove (b)⇒(a) (the proof for (c)⇒(a) is the
same).
Take an arbitrary U ∈ U and chose gU ∈ X[1/p ] such that T(BX ) ⊂ T(gU BX[1/p]
)+U.
By (b) the set T(gU BX[1/p]
) is relatively τ-compact in E.
Then we have shown that for any U ∈ U , there is a relatively τ-compact set
T(gU BX[1/p]
) such that T(BX ) ⊂ T(gU BX[1/p]
)+U. As τ is metrizable this implies that
T(BX ) is relatively τ-compact.
E. S´anchez Extensiones ´optimas de operadores
15. (b)⇒(c) Let ε > 0 and U ∈ U . Take V ∈ U such that V +V ⊂ U.
Consider gV ∈ X[1/p ] given by (b). By continuity there exists δ > 0 such that
T(δBX ) ⊂ V. Since simple functions are dense in X[1/p ], we find a simple function s
such that
(gV −s)f X ≤ gV −s X[1/p ]
< δ
for every f ∈ BX[1/p]
, and so T((gV −s)BX[1/p]
) ⊆ V.
Take KU := s L∞(µ). Then, again by the ideal property of X[1/p], we obtain
T(BX ) ⊆ T(gV BX[1/p]
)+V ⊆ T(sBX[1/p]
)+T((gV −s)BX[1/p]
)+V
⊆ T(sBX[1/p]
)+V +V ⊆ T(KU BX[1/p]
)+U. The proof is finished
Let us assume now that τ is metrizable. We prove (b)⇒(a) (the proof for (c)⇒(a) is the
same).
Take an arbitrary U ∈ U and chose gU ∈ X[1/p ] such that T(BX ) ⊂ T(gU BX[1/p]
)+U.
By (b) the set T(gU BX[1/p]
) is relatively τ-compact in E.
Then we have shown that for any U ∈ U , there is a relatively τ-compact set
T(gU BX[1/p]
) such that T(BX ) ⊂ T(gU BX[1/p]
)+U. As τ is metrizable this implies that
T(BX ) is relatively τ-compact.
E. S´anchez Extensiones ´optimas de operadores
16. (b)⇒(c) Let ε > 0 and U ∈ U . Take V ∈ U such that V +V ⊂ U.
Consider gV ∈ X[1/p ] given by (b). By continuity there exists δ > 0 such that
T(δBX ) ⊂ V. Since simple functions are dense in X[1/p ], we find a simple function s
such that
(gV −s)f X ≤ gV −s X[1/p ]
< δ
for every f ∈ BX[1/p]
, and so T((gV −s)BX[1/p]
) ⊆ V.
Take KU := s L∞(µ). Then, again by the ideal property of X[1/p], we obtain
T(BX ) ⊆ T(gV BX[1/p]
)+V ⊆ T(sBX[1/p]
)+T((gV −s)BX[1/p]
)+V
⊆ T(sBX[1/p]
)+V +V ⊆ T(KU BX[1/p]
)+U. The proof is finished
Let us assume now that τ is metrizable. We prove (b)⇒(a) (the proof for (c)⇒(a) is the
same).
Take an arbitrary U ∈ U and chose gU ∈ X[1/p ] such that T(BX ) ⊂ T(gU BX[1/p]
)+U.
By (b) the set T(gU BX[1/p]
) is relatively τ-compact in E.
Then we have shown that for any U ∈ U , there is a relatively τ-compact set
T(gU BX[1/p]
) such that T(BX ) ⊂ T(gU BX[1/p]
)+U. As τ is metrizable this implies that
T(BX ) is relatively τ-compact.
E. S´anchez Extensiones ´optimas de operadores
17. (b)⇒(c) Let ε > 0 and U ∈ U . Take V ∈ U such that V +V ⊂ U.
Consider gV ∈ X[1/p ] given by (b). By continuity there exists δ > 0 such that
T(δBX ) ⊂ V. Since simple functions are dense in X[1/p ], we find a simple function s
such that
(gV −s)f X ≤ gV −s X[1/p ]
< δ
for every f ∈ BX[1/p]
, and so T((gV −s)BX[1/p]
) ⊆ V.
Take KU := s L∞(µ). Then, again by the ideal property of X[1/p], we obtain
T(BX ) ⊆ T(gV BX[1/p]
)+V ⊆ T(sBX[1/p]
)+T((gV −s)BX[1/p]
)+V
⊆ T(sBX[1/p]
)+V +V ⊆ T(KU BX[1/p]
)+U. The proof is finished
Let us assume now that τ is metrizable. We prove (b)⇒(a) (the proof for (c)⇒(a) is the
same).
Take an arbitrary U ∈ U and chose gU ∈ X[1/p ] such that T(BX ) ⊂ T(gU BX[1/p]
)+U.
By (b) the set T(gU BX[1/p]
) is relatively τ-compact in E.
Then we have shown that for any U ∈ U , there is a relatively τ-compact set
T(gU BX[1/p]
) such that T(BX ) ⊂ T(gU BX[1/p]
)+U. As τ is metrizable this implies that
T(BX ) is relatively τ-compact.
E. S´anchez Extensiones ´optimas de operadores
18. Lemma
Let 1 < p < ∞. Let X(µ) be an order continuous Banach function space and E be a
Banach space. A continuous operator T : X(µ) → E is essentially compact if and only if
for every h ∈ X[1/p ] the map Th : X[1/p] → E given by Th(·) := T(h·), is compact.
Corollary
Let 1 < p < ∞. Let X(µ) be an order continuous Banach function space and E be a
Banach space. If T : X(µ) → E is a continuous essentially compact operator then the
restriction T|X[1/p]
: X[1/p] → E is compact.
E. S´anchez Extensiones ´optimas de operadores
19. Lemma
Let 1 < p < ∞. Let X(µ) be an order continuous Banach function space and E be a
Banach space. A continuous operator T : X(µ) → E is essentially compact if and only if
for every h ∈ X[1/p ] the map Th : X[1/p] → E given by Th(·) := T(h·), is compact.
Corollary
Let 1 < p < ∞. Let X(µ) be an order continuous Banach function space and E be a
Banach space. If T : X(µ) → E is a continuous essentially compact operator then the
restriction T|X[1/p]
: X[1/p] → E is compact.
E. S´anchez Extensiones ´optimas de operadores
20. Theorem
Let 1 ≤ p < ∞ and let X(µ) be an order continuous Banach function space. The
following statements for a continuous operator T : X → E are equivalent:
(i) T is compact.
(ii) T is essentially compact and for every ε > 0 there exists hε ∈ X[1/p ] such that
T(BX ) ⊂ T(hε BX[1/p]
)+εBE .
(iii) T is essentially compact and for every ε > 0 there exists Kε > 0 such that
T(BX ) ⊂ T(Kε BX[1/p]
)+εBE .
E. S´anchez Extensiones ´optimas de operadores
21. Examples
(a) Take X(µ) = L1[0,1] and 1 < p < ∞. Then X[1/p] = Lp[0,1] isometrically. Consider a
partition {Ai }∞
i=1 of [0,1], where µ(Ai ) > 0 for all i ∈ N. Take a sequence of non-null
measurable sets {Bi }∞
i=1 such that Bi ⊆ Ai for all i and ri := µ(Bi )/µ(Ai ) ↓ 0 and the
operator T : L1(µ) → 1 given by T(f) := ∑∞
i=1( Bi
f dµ)ei ∈ 1, f ∈ L1[0,1]. Let us show
that the requirement on {T(χA) : A ∈ Σ} of being relatively compact is fulfilled.
Consider the sequence {ri ei }∞
i=1. For every A ∈ Σ,
T(χA) =
∞
∑
i=1
µ(Bi ∩A)ei ≤
∞
∑
i=1
µ(Ai )(ri ei )
in the order of 1, and so each T(χA) is in the closure of the convex hull of {ri ei }∞
i=1.
Thus, it is relatively compact. In fact, any 1-valued continuous operator defined on an
order continuous Banach function space is essentially compact. However, since for
every i we can find a norm one function fi of L1(µ) with support in Bi , the set
T(BL1[0,1]) includes all {ei }∞
i=1, and so T is not compact. Consequently, there is ε > 0
such that there is no K such that T(BL1[0,1]) ⊆ KT(BLp[0,1])+εB p .
E. S´anchez Extensiones ´optimas de operadores
22. (b) Although operators of compact range with domain in an L1-space allow sometimes
good characterizations —due mainly to 1-concavity of L1—, this fact is not crucial in
the example above. Consider p ≥ q ≥ 1 and the class of spaces
Ep,q = (⊕p)∞
i=1Lq(Ai ,µ|Ai
), where the Ai s are chosen as in (a), with the norm
| f |p,q :=
∞
∑
i=1
f|Ai
p
Lq[0,1]
1/p
, f ∈ Ep,q.
It is a Banach function space of Lebesgue measurable functions on [0,1] over a
measure µa given by µa(A) := ∑∞
i=1 ai µ(Ai ∩A), where a is any strictly positive element
of B p . Notice also that it contains L1[0,1]. The same calculations that in the above
case prove that T defined as in (a) is continuous also if defined from Ep,1 to p, and its
essential range T is relatively compact, but the operator is not compact. Then, since
(Ep,1)[1/p] = Ep2,p, we get that there is an ε > 0 such that T(BEp,1
) KT(BEp2,p
)+εB 1
for all constants K > 0.
E. S´anchez Extensiones ´optimas de operadores
23. Corollary
Let 1 < p < ∞. Let X(µ), E and T as above, and assume that T is essentially compact.
Let Φ : BX → BX[1/p]
be a function and suppose that
l´ım
K→∞
sup
f∈BX
T(f χ{|f|≥K|Φ(f)|}) = 0.
Then T is compact.
Corollary
Let T be an essentially compact (positive) kernel operator T : X(µ) → Y(ν) such that
the kernel k satisfies that
l´ım
µ(A)→0
χAk(x,y) X (y)
Y
= 0.
Then T is compact.
E. S´anchez Extensiones ´optimas de operadores
24. Corollary
Let 1 < p < ∞. Let X(µ), E and T as above, and assume that T is essentially compact.
Let Φ : BX → BX[1/p]
be a function and suppose that
l´ım
K→∞
sup
f∈BX
T(f χ{|f|≥K|Φ(f)|}) = 0.
Then T is compact.
Corollary
Let T be an essentially compact (positive) kernel operator T : X(µ) → Y(ν) such that
the kernel k satisfies that
l´ım
µ(A)→0
χAk(x,y) X (y)
Y
= 0.
Then T is compact.
E. S´anchez Extensiones ´optimas de operadores
25. Proposition. Let 1 ≤ p < ∞. The following are equivalent:
(a) The integration operator Im : L1(m) → (E, E ) is compact.
(b) R(m) is relatively compact and for every ε > 0 there exists gε ∈ Lp (m) such that
Im(BL1(m)) ⊂ Im(gε BLp(m))+εBE .
(c) R(m) is relatively compact and for every ε > 0 there exists Kε > 0 such that
Im(BL1(m)) ⊂ Im(Kε BLp(m))+εBE .
E. S´anchez Extensiones ´optimas de operadores
26. Let 1 < p,p < ∞ such that 1/p +1/p = 1.
We say that an operator T from X(µ) into a Banach space E satisfies a 1/p-th power
approximation if for each ε > 0 there is a function hε ∈ X(µ)[1/p ] such that for every
function f ∈ BX(µ) there is a function g ∈ BX(µ)[1/p]
such that T(f −ghε ) E < ε.
Corollary
Let m : Σ → E be a vector measure with relatively compact range. Suppose that the
integration map Im : L1(m) → E satisfies an 1/p-th power approximation. Then
L1(m) = L1(|m|).
E. S´anchez Extensiones ´optimas de operadores
27. Let 1 < p,p < ∞ such that 1/p +1/p = 1.
We say that an operator T from X(µ) into a Banach space E satisfies a 1/p-th power
approximation if for each ε > 0 there is a function hε ∈ X(µ)[1/p ] such that for every
function f ∈ BX(µ) there is a function g ∈ BX(µ)[1/p]
such that T(f −ghε ) E < ε.
Corollary
Let m : Σ → E be a vector measure with relatively compact range. Suppose that the
integration map Im : L1(m) → E satisfies an 1/p-th power approximation. Then
L1(m) = L1(|m|).
E. S´anchez Extensiones ´optimas de operadores
28. Theorem
Let 1 < p < ∞, let X(µ) be an order continuous Banach function space, E a Banach
space and T : X(µ) → E a continuous operator. The following statements are
equivalent for T.
(i) T is essentially compact, and for each ε > 0 there is hε ∈ X[1/p ] such that
sup
f∈BL1(mT )
∩X(µ)
´ınf
g∈BLp(mT )∩X[1/p]
T(f −hε g) E
< ε.
(ii) T is essentially compact, and for each ε > 0 there is a constant Kε > 0 such that
sup
f∈BL1(mT )
∩X(µ)
´ınf
g∈BLp(mT )∩X[1/p]
T(f −Kε g) E
< ε.
(iii) The optimal domain of T is L1(|mT |) and the extension ImT
is compact, i.e. T
factorizes compactly as
X(µ)
T // r
[i]
$$HHHHHHHHH E.
L1(|mT |)
ImT
;;xxxxxxxxx
E. S´anchez Extensiones ´optimas de operadores
29. Corollary
Let 1 p ∞, let X(µ) be an order continuous Banach function space, E a Banach
space and T : X(µ) → E a µ-determined essentially compact continuous operator. The
following statements are equivalent.
(i) Each extension of T to an order continuous Banach function space satisfies a
1/p-th power approximation.
(ii) ImT
satisfies a 1/p-th power approximation.
(iii) T admits a maximal extension that satisfies a 1/p-th power approximation.
E. S´anchez Extensiones ´optimas de operadores
31. We show a factorization theorem for homogeneous maps. The proof is based in a
separation argument that has shown to be the key for proving factorization theorems
for operators between Banach function spaces.
Proposition. Let E be a Banach space, and let Y(ν) and Z(ν) be Banach function
spaces such that Y(ν) ⊆ Z(ν). Let U ⊆ E be an homogeneous set, and φ : U → Y(ν)
and P : U → Z(ν) be bounded homogeneous maps. Assume also that YZ has the
Fatou property and (YZ ) is order continuous. Then the following statements are
equivalent.
(i) There is a constant K 0 such that for every x1,...,xn ∈ U and A1,...,An ∈ Σ,
n
∑
i=1
|P(xi )|χAi L1(ν) ≤ K
n
∑
i=1
|φ(xi )|χAi (YZ ) .
(ii) There is a function g ∈ YZ such that for every x ∈ U there is a function hx ∈ BL∞(ν)
depending only on x/ x such that P(x) = g ·hx ·φ(x). In other words, P
factorizes through the homogeneous map ˆφ given by ˆφ(x) := hx ·φ(x) as
U
P // p
ˆφ
!!BBBBBBBB Z(ν)
Y(ν)
g
yyyyyyyy
E. S´anchez Extensiones ´optimas de operadores
32. We show a factorization theorem for homogeneous maps. The proof is based in a
separation argument that has shown to be the key for proving factorization theorems
for operators between Banach function spaces.
Proposition. Let E be a Banach space, and let Y(ν) and Z(ν) be Banach function
spaces such that Y(ν) ⊆ Z(ν). Let U ⊆ E be an homogeneous set, and φ : U → Y(ν)
and P : U → Z(ν) be bounded homogeneous maps. Assume also that YZ has the
Fatou property and (YZ ) is order continuous. Then the following statements are
equivalent.
(i) There is a constant K 0 such that for every x1,...,xn ∈ U and A1,...,An ∈ Σ,
n
∑
i=1
|P(xi )|χAi L1(ν) ≤ K
n
∑
i=1
|φ(xi )|χAi (YZ ) .
(ii) There is a function g ∈ YZ such that for every x ∈ U there is a function hx ∈ BL∞(ν)
depending only on x/ x such that P(x) = g ·hx ·φ(x). In other words, P
factorizes through the homogeneous map ˆφ given by ˆφ(x) := hx ·φ(x) as
U
P // p
ˆφ
!!BBBBBBBB Z(ν)
Y(ν)
g
yyyyyyyy
E. S´anchez Extensiones ´optimas de operadores
33. DEFINITIONS: Banach function spaces
(Ω,Σ,µ) be a finite measure space.
L0(µ) space of all (classes of) measurable real functions on Ω.
A Banach function space (briefly B.f.s.) is a Banach space X ⊂ L0(µ) with norm
· X such that if f ∈ L0(µ), g ∈ X and |f| ≤ |g| µ-a.e. then f ∈ X and f X ≤ g X .
A B.f.s. X has the Fatou property if for every sequence (fn) ⊂ X such that 0 ≤ fn ↑ f
µ-a.e. and supn fn X ∞, it follows that f ∈ X and fn X ↑ f X .
We will say that X is order continuous if for every f,fn ∈ X such that 0 ≤ fn ↑ f
µ-a.e., we have that fn → f in norm.
E. S´anchez Extensiones ´optimas de operadores
34. DEFINITIONS: Banach function spaces
(Ω,Σ,µ) be a finite measure space.
L0(µ) space of all (classes of) measurable real functions on Ω.
A Banach function space (briefly B.f.s.) is a Banach space X ⊂ L0(µ) with norm
· X such that if f ∈ L0(µ), g ∈ X and |f| ≤ |g| µ-a.e. then f ∈ X and f X ≤ g X .
A B.f.s. X has the Fatou property if for every sequence (fn) ⊂ X such that 0 ≤ fn ↑ f
µ-a.e. and supn fn X ∞, it follows that f ∈ X and fn X ↑ f X .
We will say that X is order continuous if for every f,fn ∈ X such that 0 ≤ fn ↑ f
µ-a.e., we have that fn → f in norm.
E. S´anchez Extensiones ´optimas de operadores
35. DEFINITIONS: Banach function spaces
(Ω,Σ,µ) be a finite measure space.
L0(µ) space of all (classes of) measurable real functions on Ω.
A Banach function space (briefly B.f.s.) is a Banach space X ⊂ L0(µ) with norm
· X such that if f ∈ L0(µ), g ∈ X and |f| ≤ |g| µ-a.e. then f ∈ X and f X ≤ g X .
A B.f.s. X has the Fatou property if for every sequence (fn) ⊂ X such that 0 ≤ fn ↑ f
µ-a.e. and supn fn X ∞, it follows that f ∈ X and fn X ↑ f X .
We will say that X is order continuous if for every f,fn ∈ X such that 0 ≤ fn ↑ f
µ-a.e., we have that fn → f in norm.
E. S´anchez Extensiones ´optimas de operadores
36. DEFINITIONS: Banach function spaces
(Ω,Σ,µ) be a finite measure space.
L0(µ) space of all (classes of) measurable real functions on Ω.
A Banach function space (briefly B.f.s.) is a Banach space X ⊂ L0(µ) with norm
· X such that if f ∈ L0(µ), g ∈ X and |f| ≤ |g| µ-a.e. then f ∈ X and f X ≤ g X .
A B.f.s. X has the Fatou property if for every sequence (fn) ⊂ X such that 0 ≤ fn ↑ f
µ-a.e. and supn fn X ∞, it follows that f ∈ X and fn X ↑ f X .
We will say that X is order continuous if for every f,fn ∈ X such that 0 ≤ fn ↑ f
µ-a.e., we have that fn → f in norm.
E. S´anchez Extensiones ´optimas de operadores
37. DEFINITIONS: Banach function spaces
(Ω,Σ,µ) be a finite measure space.
L0(µ) space of all (classes of) measurable real functions on Ω.
A Banach function space (briefly B.f.s.) is a Banach space X ⊂ L0(µ) with norm
· X such that if f ∈ L0(µ), g ∈ X and |f| ≤ |g| µ-a.e. then f ∈ X and f X ≤ g X .
A B.f.s. X has the Fatou property if for every sequence (fn) ⊂ X such that 0 ≤ fn ↑ f
µ-a.e. and supn fn X ∞, it follows that f ∈ X and fn X ↑ f X .
We will say that X is order continuous if for every f,fn ∈ X such that 0 ≤ fn ↑ f
µ-a.e., we have that fn → f in norm.
E. S´anchez Extensiones ´optimas de operadores
38. DEFINITIONS: Banach function spaces
(Ω,Σ,µ) be a finite measure space.
L0(µ) space of all (classes of) measurable real functions on Ω.
A Banach function space (briefly B.f.s.) is a Banach space X ⊂ L0(µ) with norm
· X such that if f ∈ L0(µ), g ∈ X and |f| ≤ |g| µ-a.e. then f ∈ X and f X ≤ g X .
A B.f.s. X has the Fatou property if for every sequence (fn) ⊂ X such that 0 ≤ fn ↑ f
µ-a.e. and supn fn X ∞, it follows that f ∈ X and fn X ↑ f X .
We will say that X is order continuous if for every f,fn ∈ X such that 0 ≤ fn ↑ f
µ-a.e., we have that fn → f in norm.
E. S´anchez Extensiones ´optimas de operadores
39. APPENDIX: DEFINITIONS. Vector measures and integration
Let m : Σ → E be a vector measure, that is, a countably additive set function,
where E is a real Banach space.
A set A ∈ Σ is m-null if m(B) = 0 for every B ∈ Σ with B ⊂ A. For each x∗ in the
topological dual E∗ of E, we denote by |x∗m| the variation of the real measure
x∗m given by the composition of m with x∗. There exists x∗
0 ∈ E∗ such that |x∗
0 m|
has the same null sets as m. We will call |x∗
0 m| a Rybakov control measure for m.
A measurable function f : Ω → R is integrable with respect to m if
(i) |f|d|x∗
m| ∞ for all x∗
∈ E∗
.
(ii) For each A ∈ Σ, there exists xA ∈ E such that
x∗
(xA) =
A
f dx∗
m, for all x∗
∈ E.
The element xA will be written as A f dm.
E. S´anchez Extensiones ´optimas de operadores
40. APPENDIX: DEFINITIONS. Vector measures and integration
Let m : Σ → E be a vector measure, that is, a countably additive set function,
where E is a real Banach space.
A set A ∈ Σ is m-null if m(B) = 0 for every B ∈ Σ with B ⊂ A. For each x∗ in the
topological dual E∗ of E, we denote by |x∗m| the variation of the real measure
x∗m given by the composition of m with x∗. There exists x∗
0 ∈ E∗ such that |x∗
0 m|
has the same null sets as m. We will call |x∗
0 m| a Rybakov control measure for m.
A measurable function f : Ω → R is integrable with respect to m if
(i) |f|d|x∗
m| ∞ for all x∗
∈ E∗
.
(ii) For each A ∈ Σ, there exists xA ∈ E such that
x∗
(xA) =
A
f dx∗
m, for all x∗
∈ E.
The element xA will be written as A f dm.
E. S´anchez Extensiones ´optimas de operadores
41. APPENDIX: DEFINITIONS. Vector measures and integration
Let m : Σ → E be a vector measure, that is, a countably additive set function,
where E is a real Banach space.
A set A ∈ Σ is m-null if m(B) = 0 for every B ∈ Σ with B ⊂ A. For each x∗ in the
topological dual E∗ of E, we denote by |x∗m| the variation of the real measure
x∗m given by the composition of m with x∗. There exists x∗
0 ∈ E∗ such that |x∗
0 m|
has the same null sets as m. We will call |x∗
0 m| a Rybakov control measure for m.
A measurable function f : Ω → R is integrable with respect to m if
(i) |f|d|x∗
m| ∞ for all x∗
∈ E∗
.
(ii) For each A ∈ Σ, there exists xA ∈ E such that
x∗
(xA) =
A
f dx∗
m, for all x∗
∈ E.
The element xA will be written as A f dm.
E. S´anchez Extensiones ´optimas de operadores
42. APPENDIX: DEFINITIONS. Vector measures and integration
Let m : Σ → E be a vector measure, that is, a countably additive set function,
where E is a real Banach space.
A set A ∈ Σ is m-null if m(B) = 0 for every B ∈ Σ with B ⊂ A. For each x∗ in the
topological dual E∗ of E, we denote by |x∗m| the variation of the real measure
x∗m given by the composition of m with x∗. There exists x∗
0 ∈ E∗ such that |x∗
0 m|
has the same null sets as m. We will call |x∗
0 m| a Rybakov control measure for m.
A measurable function f : Ω → R is integrable with respect to m if
(i) |f|d|x∗
m| ∞ for all x∗
∈ E∗
.
(ii) For each A ∈ Σ, there exists xA ∈ E such that
x∗
(xA) =
A
f dx∗
m, for all x∗
∈ E.
The element xA will be written as A f dm.
E. S´anchez Extensiones ´optimas de operadores
43. APPENDIX: DEFINITIONS. Vector measures and integration
Let m : Σ → E be a vector measure, that is, a countably additive set function,
where E is a real Banach space.
A set A ∈ Σ is m-null if m(B) = 0 for every B ∈ Σ with B ⊂ A. For each x∗ in the
topological dual E∗ of E, we denote by |x∗m| the variation of the real measure
x∗m given by the composition of m with x∗. There exists x∗
0 ∈ E∗ such that |x∗
0 m|
has the same null sets as m. We will call |x∗
0 m| a Rybakov control measure for m.
A measurable function f : Ω → R is integrable with respect to m if
(i) |f|d|x∗
m| ∞ for all x∗
∈ E∗
.
(ii) For each A ∈ Σ, there exists xA ∈ E such that
x∗
(xA) =
A
f dx∗
m, for all x∗
∈ E.
The element xA will be written as A f dm.
E. S´anchez Extensiones ´optimas de operadores
44. DEFINITIONS: Spaces of integrable functions
Denote by L1(m) the space of integrable functions with respect to m, where
functions which are equal m-a.e. are identified.
The space L1(m) is a Banach space endowed with the norm
f m = sup
x∗∈BE∗
|f|d|x∗
m|.
Note that L∞(|x∗
0 m|) ⊂ L1(m). In particular every measure of the type |x∗m| is finite
as |x∗m|(Ω) ≤ x∗ · χΩ m.
Given f ∈ L1(m), the set function mf : Σ → E given by mf (A) = A f dm for all A ∈ Σ
is a vector measure. Moreover, g ∈ L1(mf ) if and only if gf ∈ L1(m) and in this
case g dmf = gf dm.
E. S´anchez Extensiones ´optimas de operadores
45. DEFINITIONS: Spaces of integrable functions
Denote by L1(m) the space of integrable functions with respect to m, where
functions which are equal m-a.e. are identified.
The space L1(m) is a Banach space endowed with the norm
f m = sup
x∗∈BE∗
|f|d|x∗
m|.
Note that L∞(|x∗
0 m|) ⊂ L1(m). In particular every measure of the type |x∗m| is finite
as |x∗m|(Ω) ≤ x∗ · χΩ m.
Given f ∈ L1(m), the set function mf : Σ → E given by mf (A) = A f dm for all A ∈ Σ
is a vector measure. Moreover, g ∈ L1(mf ) if and only if gf ∈ L1(m) and in this
case g dmf = gf dm.
E. S´anchez Extensiones ´optimas de operadores
46. DEFINITIONS: Spaces of integrable functions
Denote by L1(m) the space of integrable functions with respect to m, where
functions which are equal m-a.e. are identified.
The space L1(m) is a Banach space endowed with the norm
f m = sup
x∗∈BE∗
|f|d|x∗
m|.
Note that L∞(|x∗
0 m|) ⊂ L1(m). In particular every measure of the type |x∗m| is finite
as |x∗m|(Ω) ≤ x∗ · χΩ m.
Given f ∈ L1(m), the set function mf : Σ → E given by mf (A) = A f dm for all A ∈ Σ
is a vector measure. Moreover, g ∈ L1(mf ) if and only if gf ∈ L1(m) and in this
case g dmf = gf dm.
E. S´anchez Extensiones ´optimas de operadores
47. DEFINITIONS: Spaces of integrable functions
Denote by L1(m) the space of integrable functions with respect to m, where
functions which are equal m-a.e. are identified.
The space L1(m) is a Banach space endowed with the norm
f m = sup
x∗∈BE∗
|f|d|x∗
m|.
Note that L∞(|x∗
0 m|) ⊂ L1(m). In particular every measure of the type |x∗m| is finite
as |x∗m|(Ω) ≤ x∗ · χΩ m.
Given f ∈ L1(m), the set function mf : Σ → E given by mf (A) = A f dm for all A ∈ Σ
is a vector measure. Moreover, g ∈ L1(mf ) if and only if gf ∈ L1(m) and in this
case g dmf = gf dm.
E. S´anchez Extensiones ´optimas de operadores