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Kyungpook Mathematical Journal 2024; 64(2): 219-233

Published online June 30, 2024 https://doi.org/10.5666/KMJ.2024.64.2.219

Copyright © Kyungpook Mathematical Journal.

Generalized Fourier–Feynman Transform of Bounded Cylinder Functions on the Function Space Ca,b[0, T]

Jae Gil Choi

Department of Mathematics, Dankook University, Cheonan 31116, Republic of Korea
e-mail : jgchoi@dankook.ac.kr

Received: August 5, 2023; Revised: January 19, 2024; Accepted: March 10, 2024

In this paper, we study the generalized Fourier–Feynman transform (GFFT) for functions on the general Wiener space Ca,b[0, T]. We establish an explicit evaluation formula for the analytic GFFT of bounded cylinder functions on Ca,b[0, T]. We start by examining certain cylinder functions which belong in a Banach algebra of bounded functions on Ca,b[0, T]. We then obtain an explicit formula for the analytic GFFT of the bounded cylinder functions.

Keywords: generalized Brownian motion process, general Wiener space, generalized analytic Feynman integral, generalized analytic Fourier&ndash,Feynman transform, cylinder function

Let C0[0,T] be the classical Wiener space. In [4], Cameron and Storvick introduced a Banach algebra S(L2[0,T]) of analytic Feynman integrable functions on C0[0,T]. Each function in S(L2[0,T]) is defined as a stochastic Fourier transform of a complex measure on L2[0,T]. Cameron and Storvick showed that certain functions which arise naturally in quantum mechanics are elements of the Banach algebra S(L2[0,T]). Under strengthened measurability assumptions, Cameron and Storvick showed in [3] that the analytic Feynman integral of functions F having the form

F(x)=exp{0Tθ(s,x(s))ds}

gives a solution of an integral equation formally equivalent to Schrödiner equation. In (1.1), {θ(s,·),s[0,T]} is a family of the Fourier transforms of bounded measures on R. The functions given by equation (1.1) also are elements of the Banach algebra S(L2[0,T]), see [3, 4, 17].

A study of the analytic Fourier–Feynman transform is an interesting topic concerning with the analytic Feynman integral theory. The theory of the analytic Fourier–Feynman transform suggested by Brue [1] now plays a noteworthy role in infinite dimensional analysis.

In [9, 11], the authors used a generalized Brownian motion process (GBMP) to define a generalized analytic Feynman integral and an Lp(1p2) analytic GFFT for functions on a function space Ca,b[0,T]. The general Wiener space Ca,b[0,T] can be understood as a space of continuous sample functions of the GBMP. We refer to the references [9, 11, 19, 20] for more detailed informations about the definition of the GBMP associated with continuous functions a(·) and b(·) on the time interval [0,T], and the construction of the function space Ca,b[0,T]. Standard Brownian motion is centered and stationary in time, while in general, a GBMP is neither centered nor stationary in time.

In [9], the authors studied the Lp analytic GFFT of cylinder functions on Ca,b[0,T]. However, they provided the existences of only L1 and L2 GFFTs for cylinder functions on Ca,b[0,T] because the drift term a(t) of the GBMP makes establishing the existences of the GFFTs very difficult. The purpose of this paper is to study the cylinder functions on Ca,b[0,T] whose Lp analytic GFFT exists for all p[1,2]. For our purpose, we first examine certain cylinder functions which belong in a Banach algebra F(Ca,b[0,T]) of functions on the function space Ca,b[0,T]. The class F(Ca,b[0,T]) used in this paper is homeomorhic to the Banach algebra S(La,b2[0,T]) studied in [11]. We then provide an explicit formula for the GFFT of the cylinder function under our consideration.

In this section we first provide a brief background about the general Wiener space Ca,b[0,T] induced by the GBMP.

Let (Ca,b[0,T],B(Ca,b[0,T]),μ) denote the function space induced by a GBMP Y determined by continuous functions a(t) and b(t) where B(Ca,b[0,T]) is the Borel σ-algebra induced by sup-norm, see [19] and [20, Chapters 3 and 4]. We assume in this paper that a(t) is an absolutely continuous real-valued function on [0,T] with a(0)=0, a'(t)L2[0,T], and b(t) is an increasing, continuously differentiable real-valued function with b(0)=0 and b'(t)>0 for each t[0,T]. Then we can consider the coordinate process X:[0,T]×Ca,b[0,T]R given by X(t,x)=x(t) which is the continuous realization of Y [20, Theorem 14.2]. For any t[0,T] and xCa,b[0,T], we have X(t,x)=x(t)N(a(t),b(t)). We then complete this function space to obtain the measure space (Ca,b[0,T],W(Ca,b[0,T]),μ) where W(Ca,b[0,T]) is the set of all μ-Carathéodory measurable subsets of Ca,b[0,T].

A subset B of Ca,b[0,T] is said to be scale-invariant measurable (s.i.m.) provided ρB is W(Ca,b[0,T])-measurable for all ρ>0, and a s.i.m. set N is said to be a scale-invariant null set provided μ(ρN)=0 for all ρ>0. A property that holds except on a scale-invariant null set is said to hold scale-invariant almost everywhere (s-a.e.). A function F is said to be s.i.m. provided F is defined on a s.i.m. set and F(ρ·) is W(Ca,b[0,T])-measurable for every ρ>0. If two functions F and G defined on Ca,b[0,T] are equal s-a.e., then we write FG.

Let La,b2[0,T] be the space of functions on [0,T] which are Lebesgue measurable and square integrable with respect to the Lebesgue–Stieltjes measures on [0,T] induced by a(·) and b(·): i.e.,

La,b2[0,T]={v:0T v 2(t)db(t)< and 0T v 2(t)d|a|(t)<}

where a(·) is the total variation function of a(·). Then La,b2[0,T] is a separable Hilbert space with inner product defined by (u,v)a,b=0Tu(t)v(t)d[b(t)+a(t)]. For more details, see [9, 11].

Consider the function space

Ca,b[0,T]={wCa,b[0,T]:w(t)=0tz(s)db(s)  for some   zLa,b2[0,T]}.

For wCa,b'[0,T], let the operator D:Ca,b'[0,T]La,b2[0,T] be defined by the formula

Dw(t)=w'(t)b'(t).

Then Ca,b'Ca,b'[0,T] with inner product (w1,w2)Ca,b'=0TDw1(t)Dw2(t)db(t) is a separable Hilbert space.

Note that the two separable Hilbert spaces La,b2[0,T] and Ca,b'[0,T] are (topologically) homeomorphic under the linear operator given by (2.1). The inverse operator of D is given by (D-1z)(t)=0tz(s)db(s) for t[0,T]. In the case that a(t)0, then the operator D:C0,b'[0,T]L0,b2[0,T] is an isometry.

In this paper, in addition to the conditions put on a(t) above, we now add the condition

0Ta'(t)2da(t)<+

from which it follows that

0T|Da(t)|2d[b(t)+|a|(t)]=0T|a(t)b(t)|2d[b(t)+|a|(t)]<MaL2[0,T]+M20T|a(t)|2d|a|(t)<+,

where M=supt[0,T](1/b'(t)). Thus, the function a:[0,T]R satisfies the condition (2.2) if and only if a(·) is an element of Ca,b'[0,T].

Let {en}n=1 be a complete orthonormal set of functions in (Ca,b'[0,T],·Ca,b') such that the Den's are of bounded variation on [0,T]. For wCa,b'[0,T] and xCa,b[0,T], we define the Paley–Wiener–Zygmund stochastic integral (w,x) as follows:

(w,x)=limn0Tj=1n(w,ej)Ca,b'Dej(t)dx(t)

if the limit exists. We will emphasize the following fundamental facts. For each wCa,b'[0,T], the Paley–Wiener–Zygmund stochastic integral (w,x) exists for μ-a.e. xCa,b[0,T]. If Dw=zLa,b2[0,T] is of bounded variation on [0,T], then the Paley–Wiener–Zygmund stochastic integral (w,x) equals the Riemann–Stieltjes integral 0TDw(t)dx(t)=0Tz(t)dx(t). Also we note that for w,xCa,b'[0,T], (w,x)=(w,x)Ca,b'. Furthermore for each wCa,b'[0,T], the Paley–Wiener–Zygmund stochastic integral (w,x) is a Gaussian random variable on Ca,b[0,T] with mean (w,a)Ca,b'=0TDw(t)da(t) and variance wCa,b'2=0T{Dw(t)}2db(t).

The Banach algebra F(Ca,b[0,T]) is defined as the space of all functions F on Ca,b[0,T] having the form

F(x)=Ca,b'[0,T]exp{i(w,x)}dσ(w)

for s-a.e. xCa,b[0,T], where σ is in M(Ca,b'[0,T]), the space of complex-valued Borel measures on B(Ca,b'[0,T]), the Borel σ-algebra of subsets of the Cameron–Martin space Ca,b'[0,T].

Note that every function given by (3.1) is s.i.m..

A function F on Ca,b[0,T] is called a cylinder function if

F(x)=f((h1,x),,(hn,x)),xCa,b[0,T]

for μ-a.e. xCa,b[0,T], where f is a complex-valued Lebesgue measurable function on Rn and {h1,,hn} is a finite set of functions in Ca,b'[0,T].

Example 3.1. Let F1:Ca,b[0,T]C be given by

F1(x)=f((w1,x),,(wn,x)),

where {w1,,wn} is a lineally independent set of functions in Ca,b'[0,T]. The GFFT of functions given by the right-hand side of (3.3) are studied in [9]. Let 0=t0<t1<<tnT be a subdivision of [0,T].

  • For each l{1,,n}, let wl(t)=0tχ[0,tl](s)db(s) on [0,T]. Then we can rewrite equation (3.3) as

    F2(x)=f(x(t1),,x(tn)).

  • For each l{1,,n}, let wl(t)=0tχ[tl-1,tl](s)db(s) on [0,T]. Then we can rewrite equation (3.3) as

    F3(x)=f(x(t1),x(t2)-x(t1),,x(tn)-x(tn-1)).

Letting a(t)=0 and b(t)=t on [0,T], the general Wiener space Ca,b[0,T] reduces to the classical Wiener space C0[0,T]. In [2, 5, 6, 14], the authors studied certain classes of functions of the forms (3.4) and (3.5) on C0[0,T] and they used those classes to complete their researches concerning the analytic Feynman integral and the analytic Fourier–Feynman transform on C0[0,T].

Let S:Ca,b'[0,T]Ca,b'[0,T] be the linear operator given by

Sw(t)=0tw(s)db(s).

Then the adjoint operator S* of S is given by

S*w(t)=w(T)b(t)-0tw(s)db(s)=0t[w(T)-w(s)]db(s).

It is easily shown that S* is injective. For a more detailed study of the operator S and S*, see [10].

Example 3.2.

Let F4:Ca,b[0,T]C be given by

F4(x)=f(0T z1 (t)x(t)db(t),,0T zn (t)x(t)db(t)),

where {z1,,zn} is a lineally independent subset of La,b2[0,T]. Then

{w1,,wn}={0 z 1(s)db(s),,0 z n(s)db(s)}

is a lineally independent subset of Ca,b'[0,T], see [10]. Since S* is linear and injective, {S*w1,,S*wn} also is an independent subset of Ca,b'[0,T]. Furthermore, by an integration by parts formula, it follows that

(S*wl,x)=0Tx(t)Dwl(t)db(t)=0Tx(t)zl(t)db(t)

for each l{1,,n}. Hence

F4(x)=f((S*w1,x),,(S*wn,x))

is a cylinder function on Ca,b[0,T].

Let 0=t0<t1<<tnT be a subdivision of [0,T] and for each l{1,,n}, let zl(s)=χ[0,tl](s) on [0,T]. Then we can rewrite equation (3.7) as

F5(x)=f(0t1x(s)db(s),0t2x(s)db(s),,0tnx(s)db(s)).

In view of the fact that L1(Rn)L(Rn), one can see that every cylinder function on Ca,b[0,T] is not necessarily in the Banach algebra F(Ca,b[0,T]). Thus the rest of this section, we consider a class of cylinder functions on Ca,b[0,T] and provide necessary and sufficient conditions for the cylinder functions given by (3.2) to be in the Banach algebra F(Ca,b[0,T]).

Let M(Rn) denote the space of complex-valued Borel measures on B(Rn), the Borel σ-algebra of Rn. Let ν be in M(Rn). Then the Fourier transform ν of ν given by the formula

ν^(u)=n exp{i l=1nul vl}dσ(v),

is a complex-valued function on Rn.

Next theorem provide necessary and sufficient conditions for the cylinder functions on Ca,b[0,T] to be in F(Ca,b[0,T]). This result subsumes similar known results given in [5, 6, 7, 13].

Theorem 3.3. Let {w1,,wn} be a linearly independent subset of Ca,b'[0,T]. Let F:Ca,b[0,T]C be a cylinder function on Ca,b[0,T] given by the right-hand side of (3.3). Then F is in F(Ca,b[0,T]) if and only if there exists a measure σM(Rn) such that σ=f almost everywhere on Rn.

We will provide a more basic theorem ensuring that various functions are in F(Ca,b[0,T]).

Theorem 3.4. Let (Q,Σ,γ) be a σ-finite measure space and let φl:QCa,b'[0,T] be ΣB(Ca,b'[0,T]) measurable for each l{1,,n}. Let θ:Q×RnC be given by θ(η·)=νη(·) where νη is in M(Rn) for every ηQ and where the family {νη:ηQ} satisfies:

  • νη(B) is a Σ-measurable function of η for every BB(Rn),

  • νηL1(Q,Σ,γ).

Under these conditions, the function F:Ca,b[0,T]C given by

F(x)=Qθ(η(φ1(η),x),,(φn(η),x))dγ(η)

is in the class F(Ca,b[0,T]) and satisfies the inequality FQνηdγ(η).

Proof.

Using the techniques similar to those used in [7], we can show that νη is measurable as a function of η, that θ is Σ×B(Rn)-measurable, and that the integrand in equation (3.10) is a measurable function of η for every xCa,b[0,T].

We define a measure τ on Σ×B(Rn) by

τ(B)=Qνη(B(η))(η)forBΣ×B(Rn).

Then by the first assertion of [17, Theorem 3.1] with the current condition (ii), τ satisfies τQνηdγ(η). Now let Φ:Q×RnCa,b'[0,T] be defined by

Φ(ηv1,,vn)=l=1nvlφl(η).

Then Φ is Σ×B(Rn)B(Ca,b'[0,T])-measurable using the hypothesis for φl, l{1,,n}. Let σ=τΦ-1.

Then clearly σM(Ca,b'[0,T]) and satisfies στ.

From the change of variables theorem and the second assertion of [17, Theorem 3.1], it follows that for a.e. xCa,b[0,T] and for every ρ>0,

F(ρx)=Q ν^η ((φ1(η),ρx)~,,(φn(η),ρx)~)dγ(η)=Q[ n exp{i l=1nvl (φl(η),ρx)~}dνη(v1,,vn)]dγ(η)=Q× n exp{i l=1nvl (φl(η),ρx)~}dτ(η;v1,,vn)=Q× n exp{i(Φ(η; v1 ,, vn),ρx)~}dτ(η;v1,,vn)=Ca,b [0,T] exp{i(w,ρx)~}dτ°Φ1(w)=Ca,b [0,T] exp{i(w,ρx)~}dσ(w).

Clearly, σ is a complex measure in M(Ca,b'[0,T]). Thus the function F given by equation (3.10) belongs to F(Ca,b[0,T]) and satisfies the inequality

F=στQνηdγ(η)

as desired.

The following corollaries are relevant to Feynman integration theories and quantum mechanics where exponential functions play an important role.

Our next corollary comes from the fact that F(Ca,b[0,T]) is a Banach algebra

Corollary 3.5. Let F be given by equation (3.10), and let Ξ:CC be an entire function.

Then (ΞF)(x) is in F(Ca,b[0,T]). In particular, exp{F(x)}F(Ca,b[0,T]).

Corollary 3.6 (Necessary condition of Theorem 3.3 with weaker condition). Let {g1,,gn} be a finite (not necessarily linearly independent) subset of Ca,b'[0,T]. Given ν with νM(Rn), define a function F:Ca,b[0,T]C by

F(x)=Θ((g1,x),,(gn,x)).

Then F is in the class F(Ca,b[0,T]).

Proof. Let (Q,Σ,γ) be a probability space and for l{1,,n}, let φl(η)gl. Take ν(·). Then for all ρ>0 and for a.e. xCa,b[0,T],

Qθ(η;(φ1(η),ρx)~,,(φn(η),ρx)~)dγ(η)=QΘ((g1,ρx)~,,(gn,ρx)~)dγ(η)=Θ((g1,ρx)~,,(gn,ρx)~)=F(ρx).

Hence FF(Ca,b[0,T]).

In this section, we obtain an explicit formula for the Lp analytic GFFT of the cylinder functions in F(Ca,b[0,T]). Let C+={λC:Re(λ)>0} and let C˜+={λC{0}:Re(λ)0}. Throughout the rest of this paper, λ-1/2(or λ1/2) always is chosen to have positive real part for all λC˜+.

Let F be a s.i.m. function on Ca,b[0,T] such that JF(λ)=Ca,b[0,T]F(λ-1/2x)dμ(x)

exists and is finite for all λ>0.

If there exists a function JF*(λ) analytic in C+ such that JF*(λ)=JF(λ) for all λ>0, then JF*(λ) is defined to be the analytic function space integral of F over Ca,b[0,T] with parameter λ, and for λC+ we write Eanλ[F]JF*athrmanλx[F(x)]=JF*(λ).

Let qR{0} and let F be a s.i.m. function whose analytic function space integral JF*(λ) exists for all λC+.

If the following limit exists, we call it the analytic generalized Feynman integral of F with parameter q, and we write

Eanfq[F]Exanfq[F(x)]=limλ-iqExanλ[F(x)]

where λ-iq through C+.

We are now ready to state the definition of the analytic GFFT of functions F on Ca,b[0,T].

Definition 4.1. Let F be a s.i.m. function on Ca,b[0,T]. For λC+ and yCa,b[0,T], let Tλ(F)(y)=Exanλ[F(y+x)]. For p(1,2], we define the Lp analytic GFFT, Tq(p)(F) of F, by the formula

Tq(p)(F)(y)=*l.i.m.λiqλ+Tλ(F)(y)

if it exists; i.e., for each ρ>0,

limλiqλ+Ca,b[0,T]|Tλ(F)(ρy)Tq(p)(F)(ρy)|pdμ(y)=0

where 1/p+1/p'=1. We define the L1 analytic GFFT, Tq(1)(F) of F, by the formula

Tq(1)(F)(y)=limλiqλ+Tλ(F)(y)=limλiqλ+Exanλ[F(y+x)],

for s-a.e. yCa,b[0,T], if the limit exists.

Remark 4.2. In [2, pp. 5–7], Cameron and Storvick exhibited two measurable functions F and G on the classical Wiener space C0[0,T] such that F(x)=G(x) for a.e. xC0[0,T] and yet their Fourier–Feynman transforms are unequal a.e.. Based on this fact, Johnson and Skoug [15] defined the Lp analytic Fourier–Feynman transform for functions on C0[0,T] under the concept of the scale-invariant measurability. In fact, it was pointed out in [16] that the concept of `scale-invariant measurability' is correct for the analytic Fourier–Feynman transform and the analytic Feynman integration theories. For more details, see [18, pp. 1155–1157].

We note that for 1p2, Tq(p)(F) is defined only s-a.e.. If Tq(p)(F) exists and if FG, then Tq(p)(G) exists and Tq(p)(G)Tq(p)(F). For more detailed studies of the GFFT of functions on Ca,b[0,T], see [9, 11].

In view of (4.1) and (4.2), we set

Tq(1)(F)(0)=Exanfq[F(x)].

Theorem 4.3 below is a simple modification of the result [12, Theorem 9]. The condition (4.4) below will guarantee the existence of the right-hand side of (4.5) below.

Theorem 4.3. Let q0R{0} and let F be given by equation (3.1). Suppose that the associated measure σ of F satisfies the condition

Ca,b[0,T] exp{1|2q0| wCa,b aCa,b }d|σ|(w)<+.

Then, for all p[1,2] and all qR[-q0,q0], the Lp analytic GFFT Tq(p)(F) exists and is given by the formula

Tq(p)(F)(y)=Ca,b[0,T] exp{i(w,y)~i2qwCa,b 2+i(iq)1/2(w,a)Ca,b }dσ(w)

for s-a.e. yCa,b[0,T].

In view of Theorems 3.4 and 4.3, we can provide the following evaluation formula for the Lp analytic GFFT of functions F in F(Ca,b[0,T]).

Theorem 4.4. Let (Q,Σ,γ), {φ1,,φn}, {νη:ηQ}, θ, and F be as in Theorem 3.4. Suppose that given a positive real q0,

Q×n exp{aCa,b 2|q0| l=1nφl(η)Ca,b |vl|}d(|νη|×γ)(η,v)=Q[n exp{aCa,b 2|q0| l=1nφl(η)Ca,b |vl|}d|νη|(v)]dγ(η)<+.

Then for all p[1,2] and all qR[-q0,q0], the Lp analytic GFFT Tq(p)(F) of F exists and is given by the formula

Tq(p)(F)(y)=Q[n exp{i l=1nvl (φl(η),y)~i2q l=1nvl φl(η)Ca,b 2+i(iq)1/2 l=1nvl (φl(η),a)Ca,b }dνη(v1,,vn)]dγ(η)

for s-a.e. yCa,b[0,T]. In particular, if {φ1(η),,φn(η)} is an orthogonal set of functions in Ca,b'[0,T], then it follows that

Tq(p)(F)(y)=Q[n exp{i l=1nvl (φl(η),y)~i2q l=1nvl2 φl(η)Ca,b 2+i(iq)1/2 l=1nvl (φl(η),a)Ca,b }dνη(v1,,vn)]dγ(η)

for s-a.e. yCa,b[0,T].

Proof. From (3.13) with ρ=1, we see that the function F given by (3.10) is rewritten by

F(x)=Q[n exp{i l=1nvl (φl(η),x)~}dνη(v1,,vn)]dγ(η)=Ca,b [0,T] exp{i(w,x)~}dτ°Φ1(w)

for s-a.e. yCa,b[0,T], where τ and Φ are given by (3.11) and (3.12) respectively. Thus the condition (4.6) implies the condition (4.4) with σ=τΦ-1, and by Theorem 4.3, the Lp analytic GFFT of F given by (3.10) exists and is given by the formula

Tq(p)(F)(y)=Ca,b[0,T] exp{i(w,y)~i2qwCa,b 2+i(iq)1/2(w,a)Ca,b }dτ°Φ1(w)=Q×n exp{i(Φ(η;v1 ,,vn ),y)~i2qΦ(η;v1,,vn)Ca,b 2+i(iq)1/2(Φ(η;v1 ,,vn ),a)Ca,b }dτ(η;v1,,vn)=Q[n exp{i l=1n vl (φl (η),y)~i2q l=1n vl φl(η)Ca,b 2+i(iq)1/2 l=1n vl (φl (η),a)Ca,b }dνη(v1,,vn)]dγ(η)

for s-a.e. yCa,b[0,T]. From this, we also have (4.8).

From (4.3) and (4.7) with p=1, we have the following corollary.

Corollary 4.5. Let (Q,Σ,γ), {φ1,,φn}, {νη:ηQ}, θ, and F be as in Theorem 4.4. Then, for all qR[-q0,q0], the generalized analytic Feynman integral Eanfq[F] of F exists and is given by the formula

Exanfq[F(x)]=Q[n exp{i2q l=1nvlφl(η)Ca,b2+i(iq)1/2 l=1nvl(φl(η),a)Ca,b}dνη(v1,,vn)]dγ(η).

under the condition (4.6).

Given an orthonormal set {g1,,gn} of functions in Ca,b[0,T], let the function F:Ca,b[0,T]C be given by

ν((g1,x),,(gn,x)),xCa,b[0,T],

where ν is the Fourier transform defined by equation ((3.9) for a complex-valued Borel measure ν in M(Rn). Then F is a bounded cylinder function, since ν(u)|ν<+. In [8], Chang and Choi studied an inverse transform corresponding to the Lp analytic GFFT of the function given by 3.9" ref-type="disp-formula">3.9) for a complex-valued Borel measure ν in M(Rn). Then F is a bounded cylinder function, since ν(u)|ν<+. In [8], Chang and Choi studied an inverse transform corresponding to the Lp analytic GFFT of the function given by (4.9). One of the main results in [8] is to establish the existence of the GFFT of the functions F given by (4.9).

Corollary 4.6. Let q0R{0} and let F be given by equation (4.9). Suppose that the associated measure ν of F satisfies the condition

n exp{aCa,b |2q0| l=1n|vl|}d|ν|(v)<+.

Then, for each p[1,2] and any qR[-q0,q0], the Lp analytic GFFT Tq(p)(F) exists and is given by the formula

Tq(p)(F)(y)=n exp{i l=1nvl (gl,y)~i2q l=1nvl2 +i(iq)1/2 l=1nvl (gl,a)Ca,b }dν(v)

for s-a.e. yCa,b[0,T].

Proof. From equation (3.14), we already observe that

ν((g1,x),,(gn,x))=Qθ(η(φ1(η),x),,(φn(η),x))dγ(η)

for s-a.e. xCa,b[0,T], where (Q,Σ,γ) is any probability space, φl(η)gl for each l{1,,n}, and ν(·). Also, the condition (4.6) implies the condition

Q×n exp{aCa,b 2|q0| l=1nglCa,b |vl|}d(|νη|×γ)(η,v)=Q[n exp{aCa,b 2|q0| l=1n|vl|}d|νη|(v)]dγ(η)=n exp{aCa,b 2|q0| l=1n|vl|}d|ν|(v)<+.

Thus, in view of Theorem 4.4 with these setting, equation (4.8) yields the formula (4.11) as desired.

From (4.3) and (4.11) with p=1, we have the following corollary.

Corollary 4.7. Let q0 and F be as in Corollary 4.6.

Then, for any qR[-q0,q0], the generalized Feynman integral Eanfq[F] exists and is given by the formula

Exanfq[F(x)]=n exp{i2q l=1nvl2+i(iq)1/2 l=1nvl(gl,a)Ca,b}dν(v).

In this section, we present various functions to apply our results in previous section. Let the linear operator S on Ca,b'[0,T] be given by equation (3.6). Let

ψ(t)=3b(T)-3/2b(t),t[0,T].

Using an integration by parts formula, we see that {S*ψ} is an orthonormal set in Ca,b'[0,T], and using (3.8), we also have

13b(T)3/2(S*ψ,x)=(S*b,x)=0Tx(t)Db(t)db(t)=0Tx(t)db(t).

For given m=(m1,,mn)Rn and σ2=(σ12,,σn2)Rn with σl2>0, l=1,,n, let νm,σ2 be the Gaussian measure given by

νm,σ2(G)=( l=1n2πσl2)1/2G exp{ l=1n(ul ml )22σl2}du,GB(n).

Then νm,σ2M(Rn) and

νm,σ2^(u)=exp{12 l=1nσl2ul2+i l=1nmlul}.

Under these setting, we can apply our results in previous section to the function having the form

F6(x)=exp{12 l=1nσl2[(gl,x)~]2+i l=1nml(gl,x)~},

where {g1,,gn} is an orthonormal set of functions in Ca,b'[0,T].

For instance, taking n=1, g1=S*ψ, m=m1=0 and σ2=σ12=2b(T)3/3 in F6, we have

F7(x)=exp{(0Tx(t)db(t))2}.

Using (5.2), the Fubini theorem and the integration formula [10, equation (2.15)], it follows that for each nonzero real number q,

n exp{aCa,b |2q| l=1n|vl|}d|νm,σ2 |(v)= l=1n[(2πσ l2 )1/20 exp{vl 2 2 σl 2 +(ml σl 2 aCa,b |2q| )vlml 2 2 σl 2 }dvl+(2πσ l2 )1/20+ exp{vl 2 2 σl 2 +(ml σl 2 +aCa,b |2q| )vlml 2 2 σl 2 }dvl]
<l=1n[(2πσl2)1/2exp{v l 2 2 σ l 2 +(m l σ l 2 a C a,b |2q| )vlm l 2 2 σ l 2 }dvl+(2πσl2)1/2exp{v l 2 2 σ l 2 +(m l σ l 2 +a C a,b |2q| )vlm l 2 2 σ l 2 }dvl]=l=1n[exp{a C a,b 2 |2q|m la C a,b |2q| }+exp{a C a,b 2 |2q|+m la C a,b |2q| }]<+.

Thus for all qR{0}, Tq(p)(F6) (and hence Tq(p)(F7)) exists by Corollary 4.6. Also, we can apply Corollary 4.7 to obtain the generalized Feynman integrals Eanfq[F6] and Eanfq[F7].

The function

F8(x)=exp{i0Tx(t)db(s)}

also is a function under our consideration, because

F8(x)=exp{i(S*b,x)~}=exp{i3b(T)3/2(S*ψ,x)~}= exp{i(S*ψ,x)~v}dδ1(v)=δ1^((S*ψ,x)~)

where ψ is given by (5.1) and δ1 is the Dirac measure concentrated at v=b(T)3/2/3 in R. Clearly, δ1 satisfies condition (4.10) with ν replaced with δ1, for all q0R{0}.

The functions given by equations (5.3) and (5.4) arise naturally in quantum mechanics.

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