Part II-B of our work continues the factorizational theory of asymptotic expansions of type (*)  , , where the asymptotic scale , , is assumed to be an extended complete Chebyshev system on a one-sided neighborhood of x 0. The main result states that to each scale of this type it remains as-sociated an important class of functions (namely that of generalized convex functions) enjoying the property that the expansion (*), if valid, is automatically formally differentiable n ? 1 times in the two special senses characterized in Part II-A. A second result shows that formal applications of ordinary derivatives to an asymptotic expansion are rarely admissible and that they may also yield skew results even for scales of powers.

Asymptotic Expansions Formal Differentiation of Asymptotic Expansions Factorizations of Ordinary Differential Operators Chebyshev Asymptotic Scales
7. A Brief Introduction

This is a continuation of a previous paper  , about the factorizational theory of asymptotic expansions in the real domain.

・ §8 contains the main result in the paper: to each Chebyshev asymptotic scale it remains associated an important class of functions enjoying the property that an asymptotic expansion according to this scale, if valid, is automatically formally differentiable times in the two special senses characterized in §§4,5 in Part II-A. Under the regularity assumptions of the factorizational theory, this class is characterized by an nth-order differential inequality whereas in the yet-to-be-developed geometric theory it will be the class of generalized convex functions as in the special case of polynomial expansions ( , §4).

・ In §9, discussing formal application of standard derivatives to an asymptotic expansion, we characterize the existence of certain polynomial expansions at an endpoint where derivatives may fail to exist and such that the growth-order estimates of the remainders of the differentiated expansions follow unexpected algebraic rules.

・ §10 contains the proofs and §11 contains a few remarks about our theory.

Whereas the results in Part II-A show that “formal differentiation of asymptotic expansions” is usually admissible only if suitable operators linked to the given scale are used, the results in this Part II-B shed further light on this classical problem by exhibiting a meaningful and not too special case wherein suitable formal differentiations are automatically admissible and by showing that standard derivatives are admissible in very special cases only and that they may yield formulas algebraically skew from a classical viewpoint.

We continue the numbering of sections and formulas in  , but we adopt an independent numbering of the references in the bibliography. In order to agree with some classical terminology about the matter in this paper, it is convenient to specify the signs of certain Wronskians, so we list the fundamental properties of the scale we shall use taken from ( , Def. 2.1 and Prop. 2.3):

The operator

is the unique linear ordinary differential operator of type (2.1)1,2, acting on the space and such that Expansions we are studying are of type

and we are supposing as the two-term theory has been thoroughly studied in  . Operators and are defined in formulas (3.1) to (3.4) in Part II-A; properties of the’s are reported in the first few lemmas in §4 and properties of the’s are to be found in Proposition 3.1 with the signs specified by (3.19), due to our present assumption (7.3). We recall the acronym C.F. for “canonical factorization” ( , Prop. 2.1).

8. Absolute Convergence and Solutions of Differential Inequalities

The theory developed in Part II-A becomes particularly simple when the involved improper integrals are absolutely convergent and still more expressive for a function f satisfying the nth-order differential inequality

Under the assumptions (7.1) and (7.3) this is a subclass of the so-called “generalized convex functions with respect to the system”. The nice result stated in the next theorem claims that: if such a function admits of an asymptotic expansion (7.7) then this expansion is automatically differentiable times in the senses of both relations (4.31) and (5.6).

Theorem 8.1 (Complete asymptotic expansions). If satisfies (8.1) then the following are equivalent properties:

1) There exist real numbers such that

2) There exist n real numbers such that

3) The following set of asymptotic expansions holds true:

4) The following set of asymptotic expansions holds true:

5) The following integral condition is satisfied:

6) The following integral condition is satisfied:

To this list we may obviously add the other properties in Theorem 5.1 and if this is the case the remainder of the expansion in (8.3) admits of both representations:

whence it follows that

The above equivalence “1) Û 2)” simply means that, under condition (8.1), a relation “

,” implies the existence of a finite “”.

In addition to the equivalence “3) Û 4)” there is another remarkable circumstance wherein the two types of formal differentiations are simultaneously admissible namely when the convergence of the pertinent improper integrals is absolute.

Theorem 8.2. For the following three integral conditions are equivalent:

Hence each of these three conditions implies both sets of asymptotic expansions (4.31) and (5.5)-(5.6) (here the signs of the Wronskians are immaterial).

An indirect brief proof of the equivalence “(8.11) Û (8.12)” can be based on Theorem 8.1, but it also follows from the following remarkable relation valid for any signs of the Wronskians in (7.3), (7.4):

Using Theorems 4.4 and 5.2, we can also get the analogues of Theorems 8.1-8.2 for incomplete asymptotic expansions and here is a concise statement, all asymptotic relations referring to of course.

Theorem 8.3 (Incomplete asymptotic expansions). Let satisfy (8.1) and let be fixed. Then the following are equivalent properties:

(which last relations are written in (4.28) in an expanded form);

To the foregoing list we may obviously add property 2) or property 5) in Theorem 4.4 and properties 2)-3) in Theorem 5.2. For relation (8.14) reads and the first group of expansions in (8.17) reduces to relation in (5.26).

Notice that relation (8.13) and the definition of in (8.11) imply that,

hence (8.18) does not in general imply the convergence, as, of any of the inner integrals appearing in (8.20); it is the stronger condition (8.10) which implies the convergence af all the integrals in (8.20) (remember that, by (2.38) and (2.45), and are not subjected to any integrability constraint).

Moreover each of the “O”-estimates in (8.17) is meaningful whenever the involved integral diverges as i.e. whenever the asymptotic expansion in (8.15) cannot be improved by adding more meaningful terms of the form. As soon as one of these integrals converges to a real number as then we may apply the theorem with a greater value of i. And in the case of divergence, under the present assumption of

one-signedness, it is possible to infer from condition (8.20) sharper estimates not depending on.

Theorem 8.4 (Sharper estimates for,). Under the assumptions in Theorem 8.3 let, and suppose that all the integrals appearing in the “O”-estimates in (8.17) diverge as, i.e.

Then the estimates in (8.17) for can be replaced by:

In the present context the above estimates are by no means obvious or “natural”: they have been obtained by adapting the standard calculations in the proof of the Abel-Dirichlet’s test for convergence of weighted improper integrals (Lemma 10.1 below). As a simple check of their validity we reobtain classical estimates for the derivatives of nth-order convex functions, and to be consistent with the meaning of n in the present series of papers, namely “n = dimension of the Chebyshev system”, we state the result for convex functions of order according to a standard terminology.

Corollary 8.5 (Rates of increase of derivatives of higher-order convex functions). Assume that: , , and

Then the following asymptotic relations hold true as:

Here the asymptotic scale is:;; and. The special case asserts that if an th-order convex function f on is bounded at then as:

The case shows that the estimates in Theorem 8.4 are the best possible, generally speaking.

The estimates in Corollary 8.5 also follow from old results by Landau, Hardy and Littlewood about differentiation of asymptotic relations involving real powers, under assumptions of monotonicity on the derivatives, results that were discussed in  and then extended in  to asymptotic expansions in real powers. The special case has also been obtained independently by Popoviciu ( , p. 28). Specialization of Theorems 8.3-8.4 to the scale, yields analogous estimates at ( , Th. 4.2 and Remark 1, p. 181), if use is made of a technical result ( , Prop. 5.2, p. 183).

An important remark. In Theorem 8.1 the two types of formal differentibility times are equiva-

lent facts whereas it is not so for a generic f such that changes sign on each deleted left neigh-

borhood of. This has been proved for polynomial expansions  and for real-power expansions  in an indirect way by expressing the two sets of differentiated expansions as suitable sets of expansions involving the standard operators; the new sets of expansions made evident that what we called “weak formal differentiability”, linked to the C.F. of type (I), is indeed a weaker property than what we called “strong formal differentiability”, linked to a C.F. of type (II). This will be also proved true in Part II-C, §15, for a special class of expansions including the real-power case. The same circumstance occurs for a general two-term expansion ( ; Remarks, p. 261) but is not a self-evident fact. In each of these three cases direct proofs could be also provided working on the corresponding integral conditions. Hence in these cases the locutions of “weak or strong formal differentiation” are legitimate. But in the general theory for we face a nontrivial situation and state

Open problem. For consider the two types of formal differentiability characterized in Theorems 4.5 and 5.1. Investigate whether or not the property in Theorem 5.1 always implies the one in Theorem 4.5, the two properties being equivalent in the case of absolute convergence described in Theorem 8.2.

We shall not dwell on this marginal aspect of the theory though it leaves unsolved whether or not we may use representation formula (14.38), in alternative to (15.12)-(15.13), under condition (15.10).

Before investigating cases wherein standard derivatives are formally applicable to an asymptotic expansion it is good to give a rigorous definition of the involved concept, cursorily treated in ( , §3) and ( , §3), with a few examples.

Definition 9.1 (Asymptotically-admissible operators). Let be a linear operator acting between two linear spaces of real- or complex-valued functions of one real variable, , and let be functions in forming an asymptotic scale at, possibly or:

without any further regularity assumptions.

(I) (A definition valid in special cases but highlighting the concept). is said to be asymptotically admissible with respect to a given asymptotic expansion

if its formal application to both sides of (9.2) yields a new asymptotic expansion

This implicitly implies that and that the operator changes the asymptotic scale (9.1) into a new asymptotic scale

Put in these terms the definition is well-posed if none of the functions is the zero element 0 of which means the function identically zero on some neighborhood of if. In general, to avoid inconsistencies, the definition must be modified as follows.

(II) (A general definition). First, if, that is if, then the concept in question is not defined. If this is not the case then we put

and say that is asymptotically admissible with respect to (9.2) if

after suppression of all the zero terms. An alternative locution for an asymptotically-admissible is “is formally applicable to the asymptotic expansion (9.2)”; and the validity of (9.6) may be expressed by saying that “preserves the asymptotic hierarchy in (9.1)”.

A first group of examples clarifies the necessity of specifying “after suppression of all the zero terms”. In each of the following three examples the standard operator of differentiation is asymptotically admissible according to Definition 9.1 only if all the identically-zero terms have been suppressed.

That the standard operator of differentiation does not preserve asymptotic hierarchies is quite elementary but a second group of examples shows that it may not preserve asymptotic hierarchies even when acting on an n-tuple forming a Chebyshev asymptotic scale (signs apart) on a neighborhooh of which, in the examples below, is taken as.

1) Elementary examples showing that if then any asymptotic contingency may occur for the pair:

2) Examples of Chebyshev asymptotic scales such that suitable permutations of form asymptotic scales:

3) Example of a Chebyshev asymptotic scale such that no permutation of forms an asymptotic scale:

The above examples are variations on the examples in Bourbaki ( ; Part V, §4, pp. V.22-V.23).

4) Example of a Chebyshev asymptotic scale such that is an asymptotic scale as well but there exists a function f such that

and there exists a function g such that

Just take

with different values of

9.2. Asymptotic Admissibility of Standard Derivatives

Let us ask the question: What are the natural scales granting the asymptotic admissibility of the standard operators? Some of the above examples show that these operators do not automatically turn a given Chebyshev asymptotic scale into an asymptotic scale and, so, a rash answer to our question might suggest a scale

or a scale such that is again an asymptotic scale but this is glaringly

disproved even for the familiar scale at, , by a function such as,; here we have that f, but not, admits of an asymptotic expansion with respect to the mentioned scale. Of course a special case occurs when one of the sets of operators either or, , coincide with; then our operator, which we denote by the special symbol, admits of the factorization

for some function and of class on some interval; and the kernel of is spanned by

For or we have respectively the associated Chebyshev asymptotic scales:

Here the operators are to be applied not to the function f whose expansion is given but to the ratio. From formulas (2.7), (2.8) in Part II-A, we get the C.F.’s of.

Lemma 9.1. (I) If then (9.20) is a C.F. of type (II) at whereas “the” C.F. of type (I) at is

(II) If then (9.20) is “the” C.F. of type (I) at whereas a C.F. of type (II) at, associated to (9.23), is

The reader must not think that we are now filling a few pages with trivialities about Taylor’s formula; as a matter of fact if we apply our theory to the operator in the case we obtain the results about asymptotic parabolas for the function whose theory is thoroughly studied in  . But for the first factorizational appproach characterizes a set of asymptotic expansions wherein (quite surprisingly) the estimates of the remainders in the differentiated expansions may follow algebraic rules different from those valid both in the case and in the case of the standard Taylor’s formula; and the second factorizational appproach gives Taylor’s formula as a “limit” of Taylor’s formulas which is a classical elementary result to be commented on in our context. In this last case one must pay attention to the fact that formal application of the standard derivative is in general permissible only a number of times related to the growth-order of the remainder in the given asymptotic expansion. See also “examples and a final comment” at the end of this section.

Theorem 9.2. Let:; on. The kth-order weighted derivative associated to factorization (9.24) is

whereas the one associated to factorization (9.20) is the standard derivative

Consider now a generic polynomial of order of type

(I) (The continuity property of Taylor’s formula). The following are equivalent properties for a fixed :

1) The set of asymptotic expansions as:

As concerns the bound when comparing with Theorems 5.1-5.2 notice that, in the present setting, the’s of the general theory are given by.

2) The improper integral (involving n−i iterated integrations)

which for must be read as

On account of the hypothesis, condition (9.30) or (9.31) is equivalent to condition

which is equivalent to condition

Hence relations (9.29) are nothing but Taylor’s formula of order i of at together with the standard differentiated relations up to order i obtained as the “limit” of the Taylor’s formula at the point as.

(II) (A polynomial expansion at an endpoint where derivatives may fail to exist). The following are equivalent properties for a fixed:

3) The set of aymptotic expansions as:

4) The set of aymptotic expansions as:

where the two estimates coincide for, namely

The nondifferentiated expansion is written differently in (9.34) than in (9.35) to correctly apply the operators as defined in (9.26). Notice that for the remainder in the second relation in (9.34) is for, and the remainder in the second relation in (9.35) is for.

5) The iterated improper integral (involving i+1 integrations)

We must comment on the above claims. Part (I) is a classical elementary property which may be traced back to Walter and Ford ( , Lemma II, p. 350), 1911, and a proof is reported in Aumann and Haupt ( , Ch. 8, §8.9.2.1, pp. 235-236) valid under weaker regularity assumptions involving only the existence of the highest- order left derivative of the given function and its limit as. Put in geometric terms it asserts that: If the osculating parabola of a certain order i at a generic point admits of a limit position as then this last is the left osculating parabola of order i at. This fact historically is the idea underlying the geometric theory of limit parabolas at, see ( , §1) where the two main results characterize expansions involving remainder-estimates at either of the form or From an algebraic viewpoint the first stronger form follows the same formal rule as in Taylor’s formula (9.29) and in relations (9.35) for, whereas the second weaker form has no counterpart for and. The equivalence “4) Û 5)” is no trivial fact and let us have a closer look at the set of relations in (9.35) which may seem strange and even incorrect at a first sight. For simplicity we put. First, the powers appearing in the o-terms decrease with k which amounts to say that we have worse estimates for higher derivatives; and this is a natural phenomenon. Second, if for two functions, we have

then the estimate for is sharper than that for fo each. This is easily checked for whereas for and for the two estimates coincide. This fact simply says that the estimates in (9.35) for different values of i are consistent. What may seem unnatural, on the contrary, is the gap of two units between the exponents inside the last o-term in (9.35) corresponding to consecutive values of k.

Examples. The following simple examples involving oscillatory functions will reassure the doubtful readers (and the author himself was in the number). For and we have the equivalence

an example being provided by

which is differentiable at but has no limit as and is unbounded.

For and we have the following contingencies, assuming on a deleted neighborhood of:

It is obvious that in both cases f can be extended so as to be of class on a complete neighborhood of and an example for both contingencies is provided by the function:

for which

A final comment. The discussion in this section shows that formal applications of ordinary derivatives to an asymptotic expansion is not admissible generally speaking, and even for the very special asymptotic scale (9.22) the first (but not the second) factorizational approach can give seemingly-unnatural results. It is in principle true that each of the two sets of expansions characterized in Part II-A, §§4,5, can provide asymptotic information (not always meaningful and not necessarily expansions) for the ordinary derivatives; however this is easily achieved for the first-order derivative but is practically unmanageable for higher-order derivatives and yields no theoretical result. It is also true that for expansions in arbitrary real powers as two lemmas of an algebraic character permit to transform each set of expansions involving the pertinent operators or into a meaningful set of expansions involving the ordinary derivatives and here again the first factorizational approach yields uncommon results, ( , Lemma 7.3, p. 196, and Lemma 7.4, p. 201); but as a possible analogue of Theorem 9.2-(II) for arbitrary powers is complicated by the fact that it is necessary to separate many a case for the exponents. On the contrary, the use of weighted derivatives defined by canonical factorizations yields a coherent and applicable theory.

10. Proofs

Proof of Theorem 8.1. The only thing to be proved is the inference “1) Þ 5) Ù 6)”, the other properties being included in Theorems 4.5 and 5.1. We use a procedure already used in ( , p. 193) and in ( , p. 213). From representation in (4.15) we get (using the simplified notation):

By the assumption (8.2) the left-hand side has a finite limit as, and for the right-hand side we have:

after applying L’Hospital’s rule times (which is legitimate as all the denominators diverge to). By the positivity of the integrand this last limit exists in and coincides with the limit of the left-hand side in (10.1) hence it must be a real number and (4.15) can take the form:

with suitable constants. From this we get:

Here again the left-hand side has a finite limit as whereas the limit of the right-hand side, by (4.1), equals:

after applying L’Hospital’s rule times. Hence this last limit, which exists in, must be a real number and (10.3) can be rewritten as:

with suitable constants. It is now clear how this procedure works and by induction one can prove the validity of representation:

with a suitable constant. As a last step we observe that (8.2) implies:

and (10.6) in turn implies:

By the positivity of the integrand this last relation implies (8.6) and the first representation in (8.8) for. To prove (8.7) we apply the same ideas starting from representation (5.1) and dividing by; recalling that we get

which implies

and (5.1) can be rewritten as

with suitable constants. From this we get

Evaluating the limit of the right-hand side by L’Hospital’s rule and using formula in (2.31), , we get

and this last limit, which exists in, must be a real number. This means that

and (10.11) can be rewritten as

with suitable constants. For the clarity’s sake we make explicit the steps in this second part of our proof. Assume by induction that the following two conditions hold true:

for some, and suitable constants. Dividing both sides of (10.16) by and taking account of (8.2) we infer that the limit of the quantity

exists in. Applying L’Hospital’s rule i times to evaluate this limit we get the new limit

which, by the positivity of the integrand, exists in hence it must be a real number. We infer that condition (10.15) holds true with i replaced by and this implies representation (10.16) with i replaced by and suitable constants. By this inductive procedure we arrive at representation:

with some constant. Dividing by and using (2.2) we may now conclude that

and if we try to evaluate the limit of the ratio on the left applying L’Hospital’s rule times we get the

, which exists in and must be a finite number. This is condition (8.7) which al-

lows the second representation in (8.8) for the remainder in (8.3). The proof is over.

Proof of Theorem 8.2. The equivalence between (8.10) and (8.11) easily follows from Fubini’s theorem by interchanging the order of integrations in (8.10) whereas the equivalence between (8.11) and (8.12) is by no means an obvious fact. A concise proof based on Theorem 8.1 is as follows; putting

we have

hence F satisfies a.e. on and Theorem 8.1 implies the equivalence between (8.11)

and (8.12). Now we prove relation (8.13) recalling that all the involved functions and Wronskians are strictly one-signed on the interval. The symbol of asymptotic equivalence is referred to of course, and, whenever used, is granted by the hierarchies of the Wronskians in (2.14) and the divergence of the involved integrals. We report a classical differentiation formula used in Proposition 2.4:

valid for any ordered -tuple of functions at any point where the required derivatives exist. Now for we have:

where in the last but one passage we have applied formula (10.22) to the ordered triplet. Hence

Now, for a fixed, we use the procedure in (10.24) to prove by induction on i that

As in (10.24) we can prove that (10.26) is true for; assuming it to be true with i replaced by we have:

that is (10.26). Using this relation for and the expression in (2.43) for we, finally, get:

that is (8.13).

Proof of Theorem 8.3. The only thing to prove is the O-estimates in (8.17). From representation (5.2)

for some constant c, whence the estimate for follows. And so on for the other estimates.

Proof of Theorem 8.4 is contained in the following lemma only valid under the stated one-signedness restrictions.

Lemma 10.1 (Growth-order estimates for iterated improper integrals with nonnegative integrands). Assumptions:

Thesis. The following estimates hold true:

Proof. All functions are nonnegative and nondecreasing and satisfy. For we have the simple estimate

which implies the first relation in (10.33). To estimate we integrate by parts as follows

Now the integral on the left is convergent by hypothesis and the first integral on the right is convergent by (10.34), hence the second integral on the right converges as well and we get the equality

whence, again by (10.34),

The nondecreasingness of implies

which yields the estimate for. Relations (10.36)-(10.37) give the key to proceed by induction. Putting

we want to prove. For the sake of simplicity, we write out the calculations for using (10.36), which reads, and integrating by parts in the integral appearing in (10.36):

whence

And now the nondecreasingness of implies

Relations (10.39)-(10.40) allow iteration of the procedure to estimate and so on.

Proof of Theorem 9.2. Part (I) is nothing but Theorems 5.1 and 5.2 applied to the present case wherein f is replaced by and. The equivalence between (9.32) and (9.33) is an elementary fact under the tacit assumption for. In part (II) relations (9.34) are those given in Theorems 4.4-4.5 specialized to our case and the only thing to be proved is the equivalence “3) Û 4)” contained in the next lemma where we simplify all formulas by assuming and.

Lemma 10.2. Let f be of class on some deleted neighborhood of and let

For a fixed the following set of asymptotic relations as:

is equivalent to the set of asymptotic relations, as, involving only standard derivatives:

where the two estimates coincide for, namely

For in (10.42) we have for all k,; and in (10.43) we have , for all k,.

Proof. It is easily proved by induction that the expanded expressions of the’s are

with suitable constants whose explicit values are not needed in our calculations. Let us now prove “(10.42) Þ (10.43)”. First step. From the first equality in (10.45) we get

whence

Second step. From the second equality in (10.45) we infer

having used (10.47), and from these last estimates we get

Suppose now that the relations in (10.43) for the derivatives have been proved true for, , and let us prove the corresponding relations for. From (10.45) we get

whence

Now for we use the first estimate in (10.42) for and the first estimates in (10.43) for the derivatives so getting from (10.51)

For the remaining values of i we must use the second estimate in (10.42) for and the suitable estimates in (10.43) for so getting from (10.51)

Now inside the sum each must be replaced by one of the two estimates in (10.43), assumed to be true, and we have two possible contingencies

In the first case the restriction implies, and in the second case the restriction implies as well. In each case the whole sum in (10.53) is as and (10.53) gives

Finally from (10.51) we get the sought-for estimates for:

The proof of “(10.42) Þ (10.43)” is over. The converse implication is checked at once replacing the estimates in (10.43) into the sum (10.45) expressing:

11. Some Remarks on Factorizational Theory11.1. On the Use of Non-Canonical Factorizations

We show by two examples that the use of non-C.F.’s is unreliable to construct a general theory. Let us refer, e.g., to the characterizations of an asymptotic expansion for a generalized convex function.

First example. For, we know that

and that the inference “Þ” can be easily proved when a C.F. of the operator of type (I) at is used, see ( , proof of Th.4.2). Suppose now to use the following factorization (which is no C.F. at)

and the related representation

Assuming the validity of the expansion in (11.1), we try to find a necessary integral condition involving. From (11.3), we get

and by reasons of constant sign, we infer

a much weaker condition than Hence, in this example the used factorization does not allow to characterize the expansion at hand.

Second example. Let us consider the operator and the following three factorizations:

We have and the following characterization for an

obtained from the results in §8 based on the use of C.F.’s. However, in this case the equivalence in (11.8) can be also obtained using the non C.F. in (11.7) if one starts from the corresponding integral representation for f and reapplies the same procedure used in the proof of Theorem 8.1.

11.2. On the Use of Integral Representations Inferred from Factorizations

We start noticing that the convergence of an iterated integral

where in the case of conditional convergence, may depend in an unpredictable way on the choice of as in the following two elementary examples:

Now an integral representation linked to a C.F. of type (I) and more general than (4.15) in Part II-A is

wherein the’s are suitable constants and the fixed endpoints are such that From this representation, one infers at once that

If there exists an n-tuple such that the iterated integral

then, recalling that, we get

with an appropriate representation of the remainder.

But, by the initial remark, such an integral condition is almost useless for general results as well as for practical applications if the’s are fixed a priori and distinct from; it may be well fulfilled by some very special f with an ocillatory Lf, but it cannot be satisfied by any f such that no matter how small its order of growth at: in fact if the improper integral represents a positive number, then the iterated integral in (11.13) diverges.

Moral. Working with the C.F. of type (I) at, the sole integral conditions which can be used for sufficiently general results are those appearing in Theorem 4.4 in Part II-A.

The situation is technically different when working with a C.F. of type (II). Referring to an integral representation of type

more general than (5.1) in Part II-A, we see that as soon as we may choose for some i, i.e. if some of the innermost improper integrals converge, then automatically the remaining outer integrals converge as well. Moreover, a condition like

does not “whimsically” depend on if they are distinct from: if one of them is allowed to coincide with, this simply means that condition (11.15) may be replaced by a stronger condition yielding additional asymptotic information.

ReferencesGranata A. ,et al. (2015)Analytic Theory of Finite Asymptotic Expansions in the Real Domain. Part II-A: The Factorizational Theory for Chebyshev Asymptotic Scales Advances in Pure Mathematics 5, 454-480.Granata, A. (2007) Polynomial Asymptotic Expansions in the Real Domain: The Geometric, the Factorizational, and the Stabilization Approaches. Analysis Mathematica, 33, 161-198. http://dx.doi.org/10.1007/s10476-007-0301-0Granata, A. (2011) Analytic Theory of Finite Asymptotic Expansions in the Real Domain. Part I: Two-Term Expansions of Differentiable Functions. Analysis Mathematica, 37, 245-287. http://dx.doi.org/10.1007/s10476-011-0402-7Granata, A. (2010) The Problem of Differentiating an Asymptotic Expansion in Real Powers. Part I: Unsatisfactory or Partial Results by Classical Approaches. Analysis Mathematica, 36, 85-112. http://dx.doi.org/10.1007/s10476-010-0201-6Granata, A. (2010) The Problem of Differentiating an Asymptotic Expansion in Real Powers. Part II: Factorizational Theory. Analysis Mathematica, 36, 173-218. http://dx.doi.org/10.1007/s10476-010-0301-3Popoviciu T. (1944) Les Fonctions Convexes. Hermann & C éditeurs, Paris.Granata, A. (2015) The Factorizational Theory of Finite Asymptotic Expansions in the Real Domain: A Survey of the Main Results. Advances in Pure Mathematics, 5, 1-20. http://dx.doi.org/10.4236/apm.2015.51001Bourbaki, N. (1976) Fonctions d’une Variable Réelle—Théorie élémentaire. Hermann, Paris.Walter, M. and Ford, B. (1911) Conditions Suffisantes pour qu’une Fonction Admette un Développement Asymptotique. Bulletin de la Société Mathématique de France, 39, 347-352.Aumann, G. and Haupt, O. (1974) Einführung in die reelle Analysis. I: Funktionen einer reellen Ver&#228;nderlichen. Walter de Gruyter, Berlin. http://dx.doi.org/10.1515/9783110841046