T. Popoviciu, Notes sur les généralisations des fonctions convexes d’ordre supérieur (II), Bull. de la Sect. Sci. de l’Acad. Roum., 22 (1940) no. 10, pp. 473-477 (in French).
Bulletin de la Section Scientifique de l’Académie Roumaine
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[MR0003435, JFM 66.0241.02]
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1940 d -Popoviciu- Bull. Sect. Sci. Acad. Roum. - Notes on the generalizations of convex functions
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ROMANIAN ACADEMY
BULLETIN OF THE SCIENTIFIC SECTION
NOTES ON GENERALISATIONS OF HIGHER ORDER CONVEX FUNCTIONS (II)
BY
TIBERIU POPOVICIUNote presented by Mr. S. Stoïlow, Mc.AR in the session of May 17, 1940
ORDER FUNCTIONSnnBY SEGMENTS
I. In the previous note we considered the order functions (n∣kn \mid k), whose order functionsnnare a special case (k=0k=0). We will now study another class of functions, closely related to these functions.
We will say that the linear setEEis decomposed intommconsecutive subsetsE_(1),E_(2),dots,E_(m)E_{1}, E_{2}, \ldots, E_{m}if:1^(@)E_(i)sube E,i=1,2,dots,m,2^(@)1^{\circ} E_{i} \subseteq E, i=1,2, \ldots, m, 2^{\circ}any point ofEEbelongs to one of theE_(i),3^(@)E_{i}, 3^{\circ}any point ofE_(i)E_{i}is to the left of any point ofE_(i+1),i=1,2,dots,m-1E_{i+1}, i=1,2, \ldots, m-1. The subsetsE_(i)E_{i}ofEEare therefore disjoint sections ofEEand completely exhausting the whole thingEE.
Let us now introduce
Definition I. We will say that the functionffis in ordernnby segments onEEif we can decompose the whole thingEEin a finite numbermmof consecutive subsets
such that on each of these subsets the function is of ordernn.
In particular, forn=0n=0, we can say thatffis monotonic by segments onEE. Forn=-1n=-1we have functions that change sign at most a finite number of times.
We will say that decomposition (1) is a decomposition ofEEfor the functionff, of ordernnby segments.
Any function defined on a finite set is, obviously, of ordernnby segments, whatevernn.
Ifffis in ordernnby segments onEE, the functioncfcf, Orccis a constant, and, in particular, the function -ff, is also of ordernnby segments onEE. This is also the case for any subset ofEE.
Ifffis in ordernnby segments onEE, any functionf+Pf+P, OrPPis a polynomial of degreenn, is also of ordernnby segments onEEWe will specify this property later.
If we can decompose the wholeEEinto a finite number of consecutive subsets, such that on each of these subsets the functions are of ordernnby segments, this function is of ordernnby segments onEE.
2. We will say that a decomposition (I) ofEEfor the functionff, of ordernnby segments, is a proper decomposition if the function is not of ordernnon any of the setsE_(i)+E_(i+1),i=1,2,dots,m-1E_{i}+E_{i+1}, i=1,2, \ldots, m-1. Otherwise, we will say that (I) is an improper decomposition. There then exists at least oneE_(i)+E_(i+1)E_{i}+E_{i+1}on which the function is of ordernn. By grouping the sets properlyE_(i)E_{i}we can reduce an improper decomposition to a proper decomposition. This reduction can be carried out by successively bringing together two consecutive setsE_(i),E_(i+1)E_{i}, E_{i+1}such as onE_(i)+E_(i+1)E_{i}+E_{i+1}the function is of ordernn.
In general for an order functionnnby segments there are several, and even an infinity (ifEEis infinite), of decompositions (I) ofEE. The numbermmof subsets (I) can vary even from one proper decomposition to another proper decomposition ifn >= 0n \geqq 0.
The numbermmsubsets of the decomposition (I) for an order functionnnby segments obviously has a minimum. We will designate this minimum byhhand we will introduce 1a
Definition 2. The number h, minimum ofmm, will be called the characteristic number or simply the characteristic of the functionff, of ordernnby segments onEE.
There exists, obviously, at least one decomposition (I) having exactlyhhterms. It is clear that any decomposition (I) havinghhterms is a proper decomposition. We can note, in passing, that if the characteristic offfEasthh, the wholeEEmust have at least(n+2)hn-1(n+2) hn-1points.
3. Let (I) be a proper decomposition ofEEfor the functiontt, of ordernnby segments onEE. EitherE_(1)^(**)E_{1}^{*}the subset ofEEformed by the pointsx in Ex \in Esuch asffeither of ordernnon the intersection ofEEwith the interval (a,xa, x),hashasbeing the left end ofEE. We see thatE_(1)^(**)E_{1}^{*}is not empty sinceE_(1)subeE_(1)^(**)E_{1} \subseteq E_{1}^{*}. We also haveE_(1)^(**)subE_(1)+E_(2)E_{1}^{*} \subset E_{1}+E_{2}, since the function is not of ordernnonE_(1)+E_(2)E_{1}+E_{2}, the decomposition (I) being, by hypothesis, a proper decomposition. The setF_(2)=(E_(1)+E_(2))-E_(1)^(**)F_{2}=\left(E_{1}+E_{2}\right)-E_{1}^{*}is not empty and we haveF_(2)subeE_(2)F_{2} \subseteq E_{2}
The functionffis in ordernnby segments onE-E_(1)^(**)E-E_{1}^{*}and we have decomposition
Just as we have deducedE_(1)^(**)E_{1}^{*}ofEE, we can deduceE_(2)^(**)\mathrm{E}_{2}^{*}ofE-E_(1)^(**)E-E_{1}^{*}, ThenE_(3)^(**)E_{3}^{*}ofE-(E_(1)^(**)+E_(2)^(**)),dotsE-\left(E_{1}^{*}+E_{2}^{*}\right), \ldots, etc.
We immediately see that we have
Lemma I. The followingE_(1)^(**),E_(2)^(**),dotsE_{1}^{*}, E_{2}^{*}, \ldots, is necessarily finite and has at mostmmterms.
From this lemma we deduce
Theorem I. The followingE_(1)^(**),E_(2)^(**)dotsE_{1}^{*}, E_{2}^{*} \ldotsexactlyhhterms,hhbeing the characteristic of the functionff.
It is clear, in fact, that this sequence is obtained independently of any proper decomposition, (I) (and even independently of any proper or improper decomposition). But there exists a proper decomposition havinghhterms, so the sequence hash^(') <= hh^{\prime} \leqq hterms. It is clear, on the other hand, that this sequence is a proper decomposition ofEEfor the functionffDon',h^(') >= hh^{\prime} \geq h, according to the definition of the numberhh. We have thus shown the theorem.
is the canonical decomposition ofEEfor the functionffof ordernnby segments onEE.
Of course, there may be other proper decompositions havinghhterms.
Note thatE_(i)^(**),E_(i+1)^(**),dots,E_(j)^(**)E_{i}^{*}, E_{i+1}^{*}, \ldots, E_{j}^{*}is the canonical decomposition of the sumE_(i)^(**)+E_(i+1)^(**)+dots+E_(j)^(**),i >= I,j <= hE_{i}^{*}+E_{i+1}^{*}+\ldots+E_{j}^{*}, i \geqq I, j \leqq hand the functionffhas the characteristic numberj-i+Ij-i+Ion this set.
4. Let us demonstrate the following property
Theorem 2. If h is the characteristic of the functionff, of ordernnby segments onEE, the numbermmterms of a proper decomposition ofEEfor the functionff, is always betweenhhAnd2h-I,h <= m <= 2h-I2 h-\mathrm{I}, h \leqq m \leqq 2 h-\mathrm{I}.
It is enough to demonstrate the inequalitym <= 2h-1m \leq 2 h-1. We will demonstrate the property by induction on the numberhh. Let (I) be a proper decomposition and (3) the canonical decomposition.
The property is true forh=1h=1. In this case, in fact, the function is of ordernnonEE, so we can only havem=1m=1. Now suppose that the property is true forh-I(h > I)h-\mathrm{I}(h>\mathrm{I})and let's demonstrate it forhh. Consider the setsF=E-E_(m),F^(**)=E-E_(h)^(**)F=E-E_{m}, F^{*}=E-E_{h}^{*}. The canonical decomposition ofF^(**)F^{*}EastE_(1)^(**),E_(2)^(**),dots,E_(h-1)^(**)E_{1}^{*}, E_{2}^{*}, \ldots, E_{h-1}^{*}. Three cases may arise:
I^(@)F subF^(**)," alors "I^{\circ} F \subset F^{*}, \text { alors }
is a decomposition ofF^(**)F^{*}for the functionff. If (4) is a proper decomposition we havem <= 2h-3m \leqq 2 h-3, therefore a fortiorim <= 2h-m \leqq 2 h-I. If (4) is an improper decomposition, the decomposition
is a proper decomposition, som-I <= 2h-3m-\mathrm{I} \leqq 2 h-3and we still havem <= 2hm \leqq 2 h- I (Besides, ifm=2m=2, which can only happen ifh=2h=2, the sequence (5) is reduced to the single termF^(**)F^{*}). 2^(@)F=F^(**)2^{\circ} F=F^{*}, SO
is a proper decomposition ofF^(**)F^{*}, SOm-I <= 2h-3m-\mathrm{I} \leqq 2 h-3Andm <= 2h-Im \leqq 2 h-\mathrm{I}.3^(@)F^(**)sub F3^{\circ} F^{*} \subset F, then we cannot haveE_(m-1)subeE_(h)^(**)E_{m-1} \subseteq E_{h}^{*}, because we would haveE_(m-1)+E_(m)subeE_(h)^(**)E_{m-1}+E_{m} \subseteq E_{h}^{*}, contrary to the hypothesis that (I) is a proper decomposition. We see immediately that one of the sequences
is a proper decomposition ofF^(**)F^{*}. So we havem-I <= 2h-3m-\mathrm{I} \leqq 2 h-3Orm-2 <= 2h-3m-2 \leqq 2 h-3, so alwaysm <= 2h-Im \leqq 2 h-\mathrm{I}(ifh=2h=2we can easily see thatm <= 3m \leqq 3).
The property is therefore also true forhhand Theorem 2 follows.
The numbermmcan actually take all values ​​betweenhhAnd2h-12 h-1. Let, in fact, be the function
(6_(h-1)){1},{2,3},{4},{5,6},dots,{3h-5},{3h-4,3h-3},{3h-2}\left(6_{h-1}\right)\{1\},\{2,3\},\{4\},\{5,6\}, \ldots,\{3 h-5\},\{3 h-4,3 h-3\},\{3 h-2\}, are proper decompositions ofEE. The decomposition (6i) hash+ih+iterms,i=0,1,dots,h-1i=0,1, \ldots, h-1. The decomposition (6_(0)6_{0}) is precisely the canonical decomposition.
The numberhhis always between(m+I)/(2)\frac{m+I}{2}Andmm. It follows that ifm=2m=2, we must haveh=2h=2. Ifm > 2,hm>2, hmay be smaller thanmmunlessn=-In=-\mathrm{I}, when we have the
Theorem 3. Ifn=-1n=-1, any proper decomposition ofEEhashhterms. Indeed, if (I) is a proper decomposition ofEE, we can find the pointsx_(i)inE_(i),i=1,2,dots,mx_{i} \in E_{i}, i=1,2, \ldots, m, such asf(x_(i))f(x_(i+1)) < 0,i=1,2f\left(x_{i}\right) f\left(x_{i+1}\right)<0, i=1,2,cdots,m-I\cdots, m-I. Two consecutive pointsx_(i),x_(i+1)x_{i}, x_{i+1}cannot therefore belong to the sameE_(j)^(**)E_{j}^{*}. So we havem <= hm \leqq h. On the other hand,m >= hm \geq h, according to the challenge of the numberhh. Donem=hm=h.