A NOTE ON INVARIANT MEASURES. Piotr Niemiec

Size: px
Start display at page:

Download "A NOTE ON INVARIANT MEASURES. Piotr Niemiec"

Transcription

1 Opuscula Mathematica Vol. 31 No A NOTE ON INVARIANT MEASURES Piotr Niemiec Abstract. The aim of the paper is to show that if F is a family of cotiuous trasformatios of a oempty compact Hausdorff space Ω, the there is o F-ivariat probabilistic regular Borel measures o Ω iff there are ϕ 1,...,ϕ p F (for some p 2) ad a cotiuous fuctio u: lim if 1 R such that P σ S p u(x σ(1),...,x σ(p) ) = 0 ad P 1 (u Φk )(x 1,...,x p) 1 for each x 1,...,x p Ω, where Φ: (x 1,...,x p) (ϕ 1(x 1),...,ϕ p(x p)) ad Φ k is the k-th iterate of Φ. A modified versio of this result i case the family F geerates a equicotiuous semigroup is proved. Keywords: ivariat measures, equicotiuous semigroups, compact spaces. Mathematics Subject Classificatio: 28C10, 54H INTRODUCTION Ivariat measures are preset i may parts of mathematics, icludig harmoic aalysis, ergodic theory ad topological dyamics. Ergodic theory deals with a sigle measurable trasformatio which preserves a fixed measure ad it focuses o properties of the measure-theoretic discrete dyamical system obtaied i this way. The reader iterested i this subject is referred to stadard textbooks such as [6] or [4]. Aother approach to the aspect of ivariat measures, treated i the recet paper, is, i a sese, related to (commo) fixed poit theory ad it cocetrates o the problem of the existece of a measure preserved by all trasformatios of a fixed family. The most classical result i this topic is the Haar measure theorem which states that o every locally compact topological group there is a uique, up to a costat factor, positive regular Borel measure ivariat uder the left shifts of the group (see e.g. [5, 13] or [12]; for a much more geeral result see [9, 10, 19]). This meaigful result plays a importat role i abstract harmoic aalysis ad group represetatio theory ad gave foudatios to this ew brach of mathematics which is still widely ivestigated. This icludes ivariat measures for both the groups as well as the semigroups of cotiuous or measurable trasformatios actig o metric spaces, compact spaces or totally arbitrary topological spaces. There is a huge rage of literature cocerig 425

2 426 Piotr Niemiec this subject ad we metio here oly a part: [1,3,7,8,11,14 17,20] or a survey article [21] ad refereces therei. The recet paper deals with a arbitrary semigroup F of cotiuous trasformatios of a compact Hausdorff space. Our aim is to give a equivalet coditio for the existece of a Borel regular probabilistic measure ivariat uder each member of F. The coditio reduces the problem of the existece of the measure to the more friedly issue of the oexistece of a cotiuous fuctio satisfyig certai explicitly stated coditios. 2. PRELIMINARIES I this paper Ω is a oempty compact Hausdorff space ad S stads for the group of all permutatios of {1,...,}. Forσ S, let σ :Ω Ω be a fuctio defied by σ(x 1,...,x )=(x σ(1),...,x σ() ). Wheever Φ is a trasformatio of some set, Φ k deotes the k-th iterate of Φ. The algebra of all the cotiuous real-valued fuctios o Ω is deoted by C(Ω), B(Ω) deotes the σ-algebra of all the Borel subsets of Ω ad C(Ω, Ω) stads for the family of cotiuous trasformatios of Ω; M(Ω) is the vector space of all the (siged) real-valued regular Borel measures o Ω ad Prob(Ω) is its subset of probabilistic measures. The space M(Ω) is equipped with the stadard weak-* topology iduced by liear fuctioals of the form M(Ω) μ f dμ R, where f C(Ω). For Ω a cotiuous trasformatio ϕ: Ω Ω, let ˆϕ: M(Ω) M(Ω) be a trasformatio give by the formula ˆϕ(μ)(A) =μ(ϕ 1 (A)) (μ M(Ω), A B(Ω)). (Thus ˆϕ(μ) is the trasport of the measure μ uder the trasformatio ϕ.) The set Prob(Ω) is compact ad the trasformatio ˆϕ is cotiuous i the weak-* topology (for cotiuous ϕ). (For the proof of the secod statemet see e.g. [14].) For measures μ 1,...,μ M(Ω) ad trasformatios ϕ 1,...,ϕ :Ω Ω, we deote by μ 1... μ ( M(Ω )) ad ϕ 1... ϕ the product of μ 1,...,μ ad of ϕ 1,...,ϕ, respectively. Thus ϕ 1... ϕ :Ω Ω ad (ϕ 1... ϕ )(x 1,...,x )=(ϕ 1 (x 1 ),...,ϕ (x )). If F is a family of cotiuous trasformatios of Ω, we say that F is equicotiuous if ad oly if the closure of F i the compact-ope topology of C(Ω, Ω) is compact (i that topology). Equivaletly, F is equicotiuous if for ay poits x, y Ω ad every ope eighbourhood V Ω of the poit y there exist ope subsets U ad W of Ω such that x U, y W ad for each ϕ F, ϕ(u) V provided ϕ(x) W.IfF is equicotiuous ad h C(Ω), the the closure of the set h F = {h ϕ: ϕ F}i the orm topology of C(Ω) is compact. For proofs, details ad more iformatio o the compact-ope topology the reader is referred to [2]. For a family F C(Ω, Ω), let Iv(F) Prob(Ω) be the set of all the F-ivariat measures, i.e. a measure μ Prob(Ω) belogs to Iv(F) if ad oly if ˆϕ(μ) =μ for each ϕ F. Note, for example, that Iv( ) = Prob(Ω). IfF = {ϕ 1,...,ϕ }, we shall write Iv(ϕ 1,...,ϕ ) istead of Iv({ϕ 1,...,ϕ }). The set Iv(F) is always compact (i the weak-* topology) ad the followig result has etered folklore i ergodic theory:

3 A ote o ivariat measures 427 Theorem 2.1. If ϕ C(Ω, Ω) ad μ Prob(Ω), the every limit poit of the sequece ( 1 1 (ˆϕ)k (μ)) =1 belogs to Iv(ϕ). A variatio of the above result is the crucial key i the proof of Markov s-kakutai s fixed poit theorem see e.g. [18]. Theorem 2.1 is i fact a special case of this variatio. For simplicity, let A p (Ω) (where p 2) deote the family of all cotiuous fuctios u: R such that u σ 0. (2.1) σ S p The followig result is well kow ad easy to prove. Lemma 2.2. For a family F C(Ω, Ω), the followig coditios are equivalet: (i) the set Iv(F) is empty, (ii) there are a atural umber N 2 ad ϕ 1,...,ϕ N F such that Iv(ϕ 1,...,ϕ N )=. 3. MAIN RESULTS Lemma 2.2 says that we may restrict our ivestigatios to fiite sets of trasformatios, which shall be doe i the sequel. For simplicity, we fix the situatio. Let ϕ 1,...,ϕ p (p 2) be members of C(Ω, Ω) ad Φ=ϕ 1... ϕ p : (ote that Iv(Φ) M( )). Additioally, let Iv(S p ) be the collectio of all siged real-valued regular Borel measures o, ivariat uder all permutatios of variables. The followig simple result may be iterestig i itself. Lemma 3.1. Iv(ϕ 1,...,ϕ p ) is oempty iff Iv(Φ) Iv(S p ). Proof. It is easy to check that if μ Iv(ϕ 1,...,ϕ p ), the λ Iv(Φ) Iv(S p ) for λ = μ... μ M( ). Coversely, if λ belogs to both the sets Iv(Φ) ad Iv(S p ), the it is easily verified that a measure μ M(Ω) defied by μ(a) =λ(a 1 )(A B(Ω)) is ϕ j -ivariat for j =1,...,p. So, if we wat to kow whe Iv(ϕ 1,...,ϕ p )=, it is eough to verify whe the sets Iv(Φ) ad Iv(S p ) are disjoit. Sice the first of them is covex ad compact ad the latter is a closed (i the weak-* topology) liear subspace of M( ),thus by the separatio theorem they are disjoit if ad oly if there is u C( ) such that u dμ =0for μ Iv(S p ), but for some positive t we have u dλ t (3.1) for ay λ Iv(Φ).

4 428 Piotr Niemiec The proof of the followig fact is immediate. Lemma 3.2. Let u C( ). The u dμ =0for each μ Iv(S p ) if ad oly if u A p (Ω). The property (3.1) of the fuctio u which separates the sets Iv(S p ) ad Iv(Φ) ca be reformulated as follows: Lemma 3.3. For a fuctio u C( ) ad a umber t R the followig coditios are equivalet: (i) the iequality (3.1) holds for every λ Iv(Φ), 1 1 (ii) lim if (u Φk )(z) t for each z. Proof. The implicatio (ii) = (i) follows from Fatou s lemma. Ideed, take m R such that u(z) m for each z. The for λ Iv(Φ) we obtai: ( 1 1 lim if ) u Φ k m dλ ( 1 1 lim if (t m) dλ = t m, ) u Φ k m dλ (3.2) but ( 1 1 ) u Φ k m dλ = u Φ k 1 dλ m = u dˆφ k (λ) m = = 1 1 u dλ m = u dλ m. For the coverse implicatio, fix z ad take a subsequece (s k ) k of the sequece s = 1 1 u(φj (z)) such that lim s k = lim if s. k Let δ be the Dirac measure o with the atom at z. Sice Prob( ) is compact, the sequece μ k = 1 k 1 k ˆΦ j (δ) has a limit poit i Prob( ), say λ. By Theorem 2.1, λ Iv(Φ) ad hece u dλ t. Fially, sice the fuctio M( ) ν u dν R is cotiuous, therefore the itegral u dλ is a limit poit of the sequece u dμ k. But u dμ k = s k lim if s (k + ), which fiishes the proof.

5 A ote o ivariat measures 429 Now puttig together the above facts, we obtai the mai result of the paper. Theorem 3.4. The followig coditios are equivalet: (i) Iv(ϕ 1,...,ϕ p )=, (ii) there is u A p (Ω) such that for each z, lim if 1 1 (u Φ k )(z) 1. (3.3) Before we stregthe coditio (ii) of the foregoig theorem i case the family {ϕ 1,...,ϕ p } geerates a equicotiuous semigroup, we shall prove the followig Lemma 3.5. Let v A p (Ω). The followig coditios are equivalet: (i) there are c>0 ad a umber 0 1 such that 1 c(v Φk )(z) >for each z ad 0, (ii) there is m 0 such that the fuctio m v Φk has oly positive values. Each of the above coditios implies that Iv(ϕ 1,...,ϕ p )=. Proof. Thaks to Theorem 3.4, it is eough to prove the equivalece of (i) ad (ii). m To see that (ii) implies (i), put ε = if z (v Φk )(z). By (ii) ad the compactess of Ω, ε>0. For simplicity, put l = m +1 ( 1) ad c = 2l ε > 0. Let t = if { k (v Φj )(z): k {0,...,l 1}, z } (observe that t 0, because v is either costatly equal 0 or is ot oegative). Fially, take 0 1 such that t ε > 1 c (3.4) for every 0. Let be a arbitrary atural umber o less tha 0. Express i the form = sl + r, where s 1 ad 0 r<l. From the defiitio of ε it follows that l 1 (v Φj )(Φ ql+r (z)) ε for every z ad q =0,...,s 1. Furthermore, r 1 (v Φj )(z) t (this is true also for r =0, uder the agreemet that =0). Hece, by (3.4): 1 r 1 s 1 l 1 c(v Φ j )(z) =c (v Φ j )(z)+c (v Φ ql+r+j )(z) ( c(t + sε) =c ( 2 >c c ) =, c q=0 t + r l ) ( ε >c t + l l ) ( ε ) ε = c l + t ε > which fiishes the proof of the implicatio (ii) = (i). The coverse implicatio is immediate.

6 430 Piotr Niemiec The aouced stregtheig of Theorem 3.4 has the followig form: Theorem 3.6. If the family {ϕ 1,...,ϕ p } geerates a equicotiuous semigroup (with the actio of compositio), the the followig coditios are equivalet: (i) Iv(ϕ 1,...,ϕ p )=, (ii) there are v A p (Ω) ad a umber 0 1 such that 1 (v Φk )(z) >for each 0 ad z. Proof. It suffices to prove that (i) implies (ii). Suppose that the set Iv(ϕ 1,...,ϕ p ) is empty ad let u A p (Ω) be as i the statemet of the coditio (ii) of Theorem 3.4. Put v =2u A p (Ω). We shall show that v is the fuctio which we are lookig for. Suppose, to the cotrary, there exist a icreasig sequece ( k ) k of atural umbers ad a sequece (z k ) k of elemets of such that (v Φ j )(z k ) k (k 1). (3.5) k 1 Let v k = 1 k 1 k v Φj. Sice the semigroup geerated by F is equicotiuous, hece so is the semigroup {Φ j : j 0}. This implies that the uiform closure of V = {v Φ j : j 0} is compact ad therefore the closed covex hull of V i C( ) is compact as well. So, replacig evetually the sequece (v k ) k by a suitable subsequece, we may assume that (v k ) k is uiformly coverget to some v 0 C( ).Letz 0 be a limit poit of the sequece (z k ) k. From the uiform covergece of (v k ) k to v 0 we ifer that v 0 (z 0 ) is a limit poit of the sequece (v k (z k )) k ad thus, by (3.5), v 0 (z 0 ) 1. But o the other had, by (3.3): 1 v 0 (z 0 ) = lim v 1 k(z 0 ) lim if k which is a cotradictio. (v Φ j )(z 0 ) = 2 lim if 1 1 (u Φ j )(z 0 ) 2, Other coditios for the oemptiess of Iv(F) i case the family F geerates a equicotiuous semigroup ca be foud i [14]. REFERENCES [1] R.B. Chuaqui, Measures ivariat uder a group of trasformatios, Pacific J. Math. 68 (1977), [2] R. Egelkig, Geeral Topology, PWN Polish Scietific Publishers, Warszawa, [3] P. Erdös, R.D. Mauldi, The oexistece of certai ivariat measures, Proc. Amer. Math. Soc. 59 (1976), [4] N.A. Friedma, Itroductio to Ergodic Theory, Va Nostrad Reihold Compay, 1970.

7 A ote o ivariat measures 431 [5] P.R. Halmos, Measure Theory, Va Nostrad, New York, [6] P.R. Halmos, Lectures o Ergodic Theory, Publ. Math. Soc. Japa, Tokyo, [7] V. Kaa, S.R. Raju, The oexistece of ivariat uiversal measures o semigroups, Proc. Amer. Math. Soc. 78 (1980), [8] A.B. Khararazishvili, Trasformatio groups ad ivariat measures. Set-theoretic aspects, World Scietific Publishig Co., Ic., River Edge, NJ, [9] L.H. Loomis, Abstract cogruece ad the uiqueess of Haar measure, A. Math. 46 (1945), [10] L.H. Loomis, Haar measure i uiform structures, Duke Math. J. 16 (1949), [11] J. Mycielski, Remarks o ivariat measures i metric spaces, Coll. Math. 32 (1974), [12] L. Nachbi, The Haar Itegral, D. Va Nostrad Compay, Ic., Priceto-New Jersey-Toroto-New York-Lodo, [13] J. vo Neuma, Zum Haarsche Mass i topologische Gruppe, Compos. Math. 1 (1934), [14] P. Niemiec, Ivariat measures for equicotiuous semigroups of cotiuous trasformatios of a compact Hausdorff space, Topology Appl. 153 (2006), [15] A. Pelc, Semiregular ivariat measures o abelia groups, Proc. Amer. Math. Soc. 86 (1982), [16] D. Ramachadra, M. Misiurewicz, Hopf s theorem o ivariat measures for a group of trasformatios, Studia Math. 74 (1982), [17] J.M. Roseblatt, Equivalet ivariat measures, Israel J. Math. 17 (1974), [18] W. Rudi, Fuctioal Aalysis, McGraw-Hill Sciece, [19] R.C. Steilage, O Haar measure i locally compact T 2 spaces, Amer. J. Math. 97 (1975), [20] P. Zakrzewski, The existece of ivariat σ-fiite measures for a group of trasformatios, Israel J. Math. 83 (1993), [21] P. Zakrzewski, Measures o Algebraic-Topological Structures, Hadbook of Measure Thoery, E. Pap, ed., Elsevier, Amsterdam, 2002, Piotr Niemiec piotr.iemiec@uj.edu.pl Jagielloia Uiversity Istitute of Mathematics ul. Łojasiewicza 6, Kraków, Polad Received: July 30, Revised: October 29, Accepted: November 11, 2010.

Product measures, Tonelli s and Fubini s theorems For use in MAT3400/4400, autumn 2014 Nadia S. Larsen. Version of 13 October 2014.

Product measures, Tonelli s and Fubini s theorems For use in MAT3400/4400, autumn 2014 Nadia S. Larsen. Version of 13 October 2014. Product measures, Toelli s ad Fubii s theorems For use i MAT3400/4400, autum 2014 Nadia S. Larse Versio of 13 October 2014. 1. Costructio of the product measure The purpose of these otes is to preset the

More information

Convergence of random variables. (telegram style notes) P.J.C. Spreij

Convergence of random variables. (telegram style notes) P.J.C. Spreij Covergece of radom variables (telegram style otes).j.c. Spreij this versio: September 6, 2005 Itroductio As we kow, radom variables are by defiitio measurable fuctios o some uderlyig measurable space

More information

Research Article Approximate Riesz Algebra-Valued Derivations

Research Article Approximate Riesz Algebra-Valued Derivations Abstract ad Applied Aalysis Volume 2012, Article ID 240258, 5 pages doi:10.1155/2012/240258 Research Article Approximate Riesz Algebra-Valued Derivatios Faruk Polat Departmet of Mathematics, Faculty of

More information

Lecture Notes for Analysis Class

Lecture Notes for Analysis Class Lecture Notes for Aalysis Class Topological Spaces A topology for a set X is a collectio T of subsets of X such that: (a) X ad the empty set are i T (b) Uios of elemets of T are i T (c) Fiite itersectios

More information

Definition 4.2. (a) A sequence {x n } in a Banach space X is a basis for X if. unique scalars a n (x) such that x = n. a n (x) x n. (4.

Definition 4.2. (a) A sequence {x n } in a Banach space X is a basis for X if. unique scalars a n (x) such that x = n. a n (x) x n. (4. 4. BASES I BAACH SPACES 39 4. BASES I BAACH SPACES Sice a Baach space X is a vector space, it must possess a Hamel, or vector space, basis, i.e., a subset {x γ } γ Γ whose fiite liear spa is all of X ad

More information

Lecture 3 The Lebesgue Integral

Lecture 3 The Lebesgue Integral Lecture 3: The Lebesgue Itegral 1 of 14 Course: Theory of Probability I Term: Fall 2013 Istructor: Gorda Zitkovic Lecture 3 The Lebesgue Itegral The costructio of the itegral Uless expressly specified

More information

A NOTE ON SPECTRAL CONTINUITY. In Ho Jeon and In Hyoun Kim

A NOTE ON SPECTRAL CONTINUITY. In Ho Jeon and In Hyoun Kim Korea J. Math. 23 (2015), No. 4, pp. 601 605 http://dx.doi.org/10.11568/kjm.2015.23.4.601 A NOTE ON SPECTRAL CONTINUITY I Ho Jeo ad I Hyou Kim Abstract. I the preset ote, provided T L (H ) is biquasitriagular

More information

Chapter 7 Isoperimetric problem

Chapter 7 Isoperimetric problem Chapter 7 Isoperimetric problem Recall that the isoperimetric problem (see the itroductio its coectio with ido s proble) is oe of the most classical problem of a shape optimizatio. It ca be formulated

More information

Measure and Measurable Functions

Measure and Measurable Functions 3 Measure ad Measurable Fuctios 3.1 Measure o a Arbitrary σ-algebra Recall from Chapter 2 that the set M of all Lebesgue measurable sets has the followig properties: R M, E M implies E c M, E M for N implies

More information

The Wasserstein distances

The Wasserstein distances The Wasserstei distaces March 20, 2011 This documet presets the proof of the mai results we proved o Wasserstei distaces themselves (ad ot o curves i the Wasserstei space). I particular, triagle iequality

More information

Math Solutions to homework 6

Math Solutions to homework 6 Math 175 - Solutios to homework 6 Cédric De Groote November 16, 2017 Problem 1 (8.11 i the book): Let K be a compact Hermitia operator o a Hilbert space H ad let the kerel of K be {0}. Show that there

More information

A FIXED POINT THEOREM IN THE MENGER PROBABILISTIC METRIC SPACE. Abdolrahman Razani (Received September 2004)

A FIXED POINT THEOREM IN THE MENGER PROBABILISTIC METRIC SPACE. Abdolrahman Razani (Received September 2004) NEW ZEALAND JOURNAL OF MATHEMATICS Volume 35 (2006), 109 114 A FIXED POINT THEOREM IN THE MENGER PROBABILISTIC METRIC SPACE Abdolrahma Razai (Received September 2004) Abstract. I this article, a fixed

More information

Chapter 3. Strong convergence. 3.1 Definition of almost sure convergence

Chapter 3. Strong convergence. 3.1 Definition of almost sure convergence Chapter 3 Strog covergece As poited out i the Chapter 2, there are multiple ways to defie the otio of covergece of a sequece of radom variables. That chapter defied covergece i probability, covergece i

More information

Boundaries and the James theorem

Boundaries and the James theorem Boudaries ad the James theorem L. Vesely 1. Itroductio The followig theorem is importat ad well kow. All spaces cosidered here are real ormed or Baach spaces. Give a ormed space X, we deote by B X ad S

More information

f n (x) f m (x) < ɛ/3 for all x A. By continuity of f n and f m we can find δ > 0 such that d(x, x 0 ) < δ implies that

f n (x) f m (x) < ɛ/3 for all x A. By continuity of f n and f m we can find δ > 0 such that d(x, x 0 ) < δ implies that Lecture 15 We have see that a sequece of cotiuous fuctios which is uiformly coverget produces a limit fuctio which is also cotiuous. We shall stregthe this result ow. Theorem 1 Let f : X R or (C) be a

More information

A NOTE ON INVARIANT SETS OF ITERATED FUNCTION SYSTEMS

A NOTE ON INVARIANT SETS OF ITERATED FUNCTION SYSTEMS Acta Math. Hugar., 2007 DOI: 10.1007/s10474-007-7013-6 A NOTE ON INVARIANT SETS OF ITERATED FUNCTION SYSTEMS L. L. STACHÓ ad L. I. SZABÓ Bolyai Istitute, Uiversity of Szeged, Aradi vértaúk tere 1, H-6720

More information

Riesz-Fischer Sequences and Lower Frame Bounds

Riesz-Fischer Sequences and Lower Frame Bounds Zeitschrift für Aalysis ud ihre Aweduge Joural for Aalysis ad its Applicatios Volume 1 (00), No., 305 314 Riesz-Fischer Sequeces ad Lower Frame Bouds P. Casazza, O. Christese, S. Li ad A. Lider Abstract.

More information

A Proof of Birkhoff s Ergodic Theorem

A Proof of Birkhoff s Ergodic Theorem A Proof of Birkhoff s Ergodic Theorem Joseph Hora September 2, 205 Itroductio I Fall 203, I was learig the basics of ergodic theory, ad I came across this theorem. Oe of my supervisors, Athoy Quas, showed

More information

Lecture 3 : Random variables and their distributions

Lecture 3 : Random variables and their distributions Lecture 3 : Radom variables ad their distributios 3.1 Radom variables Let (Ω, F) ad (S, S) be two measurable spaces. A map X : Ω S is measurable or a radom variable (deoted r.v.) if X 1 (A) {ω : X(ω) A}

More information

FUNDAMENTALS OF REAL ANALYSIS by

FUNDAMENTALS OF REAL ANALYSIS by FUNDAMENTALS OF REAL ANALYSIS by Doğa Çömez Backgroud: All of Math 450/1 material. Namely: basic set theory, relatios ad PMI, structure of N, Z, Q ad R, basic properties of (cotiuous ad differetiable)

More information

ON THE EXTENDED AND ALLAN SPECTRA AND TOPOLOGICAL RADII. Hugo Arizmendi-Peimbert, Angel Carrillo-Hoyo, and Jairo Roa-Fajardo

ON THE EXTENDED AND ALLAN SPECTRA AND TOPOLOGICAL RADII. Hugo Arizmendi-Peimbert, Angel Carrillo-Hoyo, and Jairo Roa-Fajardo Opuscula Mathematica Vol. 32 No. 2 2012 http://dx.doi.org/10.7494/opmath.2012.32.2.227 ON THE EXTENDED AND ALLAN SPECTRA AND TOPOLOGICAL RADII Hugo Arizmedi-Peimbert, Agel Carrillo-Hoyo, ad Jairo Roa-Fajardo

More information

McGill University Math 354: Honors Analysis 3 Fall 2012 Solutions to selected problems

McGill University Math 354: Honors Analysis 3 Fall 2012 Solutions to selected problems McGill Uiversity Math 354: Hoors Aalysis 3 Fall 212 Assigmet 3 Solutios to selected problems Problem 1. Lipschitz fuctios. Let Lip K be the set of all fuctios cotiuous fuctios o [, 1] satisfyig a Lipschitz

More information

Common Coupled Fixed Point of Mappings Satisfying Rational Inequalities in Ordered Complex Valued Generalized Metric Spaces

Common Coupled Fixed Point of Mappings Satisfying Rational Inequalities in Ordered Complex Valued Generalized Metric Spaces IOSR Joural of Mathematics (IOSR-JM) e-issn: 78-578, p-issn:319-765x Volume 10, Issue 3 Ver II (May-Ju 014), PP 69-77 Commo Coupled Fixed Poit of Mappigs Satisfyig Ratioal Iequalities i Ordered Complex

More information

Properties of Fuzzy Length on Fuzzy Set

Properties of Fuzzy Length on Fuzzy Set Ope Access Library Joural 206, Volume 3, e3068 ISSN Olie: 2333-972 ISSN Prit: 2333-9705 Properties of Fuzzy Legth o Fuzzy Set Jehad R Kider, Jaafar Imra Mousa Departmet of Mathematics ad Computer Applicatios,

More information

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.265/15.070J Fall 2013 Lecture 21 11/27/2013

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.265/15.070J Fall 2013 Lecture 21 11/27/2013 MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.265/15.070J Fall 2013 Lecture 21 11/27/2013 Fuctioal Law of Large Numbers. Costructio of the Wieer Measure Cotet. 1. Additioal techical results o weak covergece

More information

6.3 Testing Series With Positive Terms

6.3 Testing Series With Positive Terms 6.3. TESTING SERIES WITH POSITIVE TERMS 307 6.3 Testig Series With Positive Terms 6.3. Review of what is kow up to ow I theory, testig a series a i for covergece amouts to fidig the i= sequece of partial

More information

MAT1026 Calculus II Basic Convergence Tests for Series

MAT1026 Calculus II Basic Convergence Tests for Series MAT026 Calculus II Basic Covergece Tests for Series Egi MERMUT 202.03.08 Dokuz Eylül Uiversity Faculty of Sciece Departmet of Mathematics İzmir/TURKEY Cotets Mootoe Covergece Theorem 2 2 Series of Real

More information

MAS111 Convergence and Continuity

MAS111 Convergence and Continuity MAS Covergece ad Cotiuity Key Objectives At the ed of the course, studets should kow the followig topics ad be able to apply the basic priciples ad theorems therei to solvig various problems cocerig covergece

More information

Solution. 1 Solutions of Homework 1. Sangchul Lee. October 27, Problem 1.1

Solution. 1 Solutions of Homework 1. Sangchul Lee. October 27, Problem 1.1 Solutio Sagchul Lee October 7, 017 1 Solutios of Homework 1 Problem 1.1 Let Ω,F,P) be a probability space. Show that if {A : N} F such that A := lim A exists, the PA) = lim PA ). Proof. Usig the cotiuity

More information

Real Numbers R ) - LUB(B) may or may not belong to B. (Ex; B= { y: y = 1 x, - Note that A B LUB( A) LUB( B)

Real Numbers R ) - LUB(B) may or may not belong to B. (Ex; B= { y: y = 1 x, - Note that A B LUB( A) LUB( B) Real Numbers The least upper boud - Let B be ay subset of R B is bouded above if there is a k R such that x k for all x B - A real umber, k R is a uique least upper boud of B, ie k = LUB(B), if () k is

More information

ABOUT CHAOS AND SENSITIVITY IN TOPOLOGICAL DYNAMICS

ABOUT CHAOS AND SENSITIVITY IN TOPOLOGICAL DYNAMICS ABOUT CHAOS AND SENSITIVITY IN TOPOLOGICAL DYNAMICS EDUARD KONTOROVICH Abstract. I this work we uify ad geeralize some results about chaos ad sesitivity. Date: March 1, 005. 1 1. Symbolic Dyamics Defiitio

More information

SOME SEQUENCE SPACES DEFINED BY ORLICZ FUNCTIONS

SOME SEQUENCE SPACES DEFINED BY ORLICZ FUNCTIONS ARCHIVU ATHEATICU BRNO Tomus 40 2004, 33 40 SOE SEQUENCE SPACES DEFINED BY ORLICZ FUNCTIONS E. SAVAŞ AND R. SAVAŞ Abstract. I this paper we itroduce a ew cocept of λ-strog covergece with respect to a Orlicz

More information

Singular Continuous Measures by Michael Pejic 5/14/10

Singular Continuous Measures by Michael Pejic 5/14/10 Sigular Cotiuous Measures by Michael Peic 5/4/0 Prelimiaries Give a set X, a σ-algebra o X is a collectio of subsets of X that cotais X ad ad is closed uder complemetatio ad coutable uios hece, coutable

More information

Axioms of Measure Theory

Axioms of Measure Theory MATH 532 Axioms of Measure Theory Dr. Neal, WKU I. The Space Throughout the course, we shall let X deote a geeric o-empty set. I geeral, we shall ot assume that ay algebraic structure exists o X so that

More information

Mi-Hwa Ko and Tae-Sung Kim

Mi-Hwa Ko and Tae-Sung Kim J. Korea Math. Soc. 42 2005), No. 5, pp. 949 957 ALMOST SURE CONVERGENCE FOR WEIGHTED SUMS OF NEGATIVELY ORTHANT DEPENDENT RANDOM VARIABLES Mi-Hwa Ko ad Tae-Sug Kim Abstract. For weighted sum of a sequece

More information

DANIELL AND RIEMANN INTEGRABILITY

DANIELL AND RIEMANN INTEGRABILITY DANIELL AND RIEMANN INTEGRABILITY ILEANA BUCUR We itroduce the otio of Riema itegrable fuctio with respect to a Daiell itegral ad prove the approximatio theorem of such fuctios by a mootoe sequece of Jorda

More information

The Borel hierarchy classifies subsets of the reals by their topological complexity. Another approach is to classify them by size.

The Borel hierarchy classifies subsets of the reals by their topological complexity. Another approach is to classify them by size. Lecture 7: Measure ad Category The Borel hierarchy classifies subsets of the reals by their topological complexity. Aother approach is to classify them by size. Filters ad Ideals The most commo measure

More information

b i u x i U a i j u x i u x j

b i u x i U a i j u x i u x j M ath 5 2 7 Fall 2 0 0 9 L ecture 1 9 N ov. 1 6, 2 0 0 9 ) S ecod- Order Elliptic Equatios: Weak S olutios 1. Defiitios. I this ad the followig two lectures we will study the boudary value problem Here

More information

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3 MATH 337 Sequeces Dr. Neal, WKU Let X be a metric space with distace fuctio d. We shall defie the geeral cocept of sequece ad limit i a metric space, the apply the results i particular to some special

More information

AN EXTENSION OF SIMONS INEQUALITY AND APPLICATIONS. Robert DEVILLE and Catherine FINET

AN EXTENSION OF SIMONS INEQUALITY AND APPLICATIONS. Robert DEVILLE and Catherine FINET 2001 vol. XIV, um. 1, 95-104 ISSN 1139-1138 AN EXTENSION OF SIMONS INEQUALITY AND APPLICATIONS Robert DEVILLE ad Catherie FINET Abstract This article is devoted to a extesio of Simos iequality. As a cosequece,

More information

Introduction to Optimization Techniques

Introduction to Optimization Techniques Itroductio to Optimizatio Techiques Basic Cocepts of Aalysis - Real Aalysis, Fuctioal Aalysis 1 Basic Cocepts of Aalysis Liear Vector Spaces Defiitio: A vector space X is a set of elemets called vectors

More information

lim za n n = z lim a n n.

lim za n n = z lim a n n. Lecture 6 Sequeces ad Series Defiitio 1 By a sequece i a set A, we mea a mappig f : N A. It is customary to deote a sequece f by {s } where, s := f(). A sequece {z } of (complex) umbers is said to be coverget

More information

Fall 2013 MTH431/531 Real analysis Section Notes

Fall 2013 MTH431/531 Real analysis Section Notes Fall 013 MTH431/531 Real aalysis Sectio 8.1-8. Notes Yi Su 013.11.1 1. Defiitio of uiform covergece. We look at a sequece of fuctios f (x) ad study the coverget property. Notice we have two parameters

More information

Approximation by Superpositions of a Sigmoidal Function

Approximation by Superpositions of a Sigmoidal Function Zeitschrift für Aalysis ud ihre Aweduge Joural for Aalysis ad its Applicatios Volume 22 (2003, No. 2, 463 470 Approximatio by Superpositios of a Sigmoidal Fuctio G. Lewicki ad G. Mario Abstract. We geeralize

More information

Real and Complex Analysis, 3rd Edition, W.Rudin

Real and Complex Analysis, 3rd Edition, W.Rudin Real ad Complex Aalysis, 3rd ditio, W.Rudi Chapter 6 Complex Measures Yug-Hsiag Huag 206/08/22. Let ν be a complex measure o (X, M ). If M, defie { } µ () = sup ν( j ) : N,, 2, disjoit, = j { } ν () =

More information

The Australian Journal of Mathematical Analysis and Applications

The Australian Journal of Mathematical Analysis and Applications The Australia Joural of Mathematical Aalysis ad Applicatios Volume 6, Issue 1, Article 10, pp. 1-10, 2009 DIFFERENTIABILITY OF DISTANCE FUNCTIONS IN p-normed SPACES M.S. MOSLEHIAN, A. NIKNAM AND S. SHADKAM

More information

BIRKHOFF ERGODIC THEOREM

BIRKHOFF ERGODIC THEOREM BIRKHOFF ERGODIC THEOREM Abstract. We will give a proof of the poitwise ergodic theorem, which was first proved by Birkhoff. May improvemets have bee made sice Birkhoff s orgial proof. The versio we give

More information

On Weak and Strong Convergence Theorems for a Finite Family of Nonself I-asymptotically Nonexpansive Mappings

On Weak and Strong Convergence Theorems for a Finite Family of Nonself I-asymptotically Nonexpansive Mappings Mathematica Moravica Vol. 19-2 2015, 49 64 O Weak ad Strog Covergece Theorems for a Fiite Family of Noself I-asymptotically Noexpasive Mappigs Birol Güdüz ad Sezgi Akbulut Abstract. We prove the weak ad

More information

SOME GENERALIZATIONS OF OLIVIER S THEOREM

SOME GENERALIZATIONS OF OLIVIER S THEOREM SOME GENERALIZATIONS OF OLIVIER S THEOREM Alai Faisat, Sait-Étiee, Georges Grekos, Sait-Étiee, Ladislav Mišík Ostrava (Received Jauary 27, 2006) Abstract. Let a be a coverget series of positive real umbers.

More information

Commutativity in Permutation Groups

Commutativity in Permutation Groups Commutativity i Permutatio Groups Richard Wito, PhD Abstract I the group Sym(S) of permutatios o a oempty set S, fixed poits ad trasiet poits are defied Prelimiary results o fixed ad trasiet poits are

More information

An Introduction to Randomized Algorithms

An Introduction to Randomized Algorithms A Itroductio to Radomized Algorithms The focus of this lecture is to study a radomized algorithm for quick sort, aalyze it usig probabilistic recurrece relatios, ad also provide more geeral tools for aalysis

More information

Character rigidity for lattices and commensurators I after Creutz-Peterson

Character rigidity for lattices and commensurators I after Creutz-Peterson Character rigidity for lattices ad commesurators I after Creutz-Peterso Talk C3 for the Arbeitsgemeischaft o Superridigity held i MFO Oberwolfach, 31st March - 4th April 2014 1 Sve Raum 1 Itroductio The

More information

On equivalent strictly G-convex renormings of Banach spaces

On equivalent strictly G-convex renormings of Banach spaces Cet. Eur. J. Math. 8(5) 200 87-877 DOI: 0.2478/s533-00-0050-3 Cetral Europea Joural of Mathematics O equivalet strictly G-covex reormigs of Baach spaces Research Article Nataliia V. Boyko Departmet of

More information

The random version of Dvoretzky s theorem in l n

The random version of Dvoretzky s theorem in l n The radom versio of Dvoretzky s theorem i l Gideo Schechtma Abstract We show that with high probability a sectio of the l ball of dimesio k cε log c > 0 a uiversal costat) is ε close to a multiple of the

More information

Law of the sum of Bernoulli random variables

Law of the sum of Bernoulli random variables Law of the sum of Beroulli radom variables Nicolas Chevallier Uiversité de Haute Alsace, 4, rue des frères Lumière 68093 Mulhouse icolas.chevallier@uha.fr December 006 Abstract Let be the set of all possible

More information

An alternative proof of a theorem of Aldous. concerning convergence in distribution for martingales.

An alternative proof of a theorem of Aldous. concerning convergence in distribution for martingales. A alterative proof of a theorem of Aldous cocerig covergece i distributio for martigales. Maurizio Pratelli Dipartimeto di Matematica, Uiversità di Pisa. Via Buoarroti 2. I-56127 Pisa, Italy e-mail: pratelli@dm.uipi.it

More information

On the Variations of Some Well Known Fixed Point Theorem in Metric Spaces

On the Variations of Some Well Known Fixed Point Theorem in Metric Spaces Turkish Joural of Aalysis ad Number Theory, 205, Vol 3, No 2, 70-74 Available olie at http://pubssciepubcom/tjat/3/2/7 Sciece ad Educatio Publishig DOI:0269/tjat-3-2-7 O the Variatios of Some Well Kow

More information

The Pointwise Ergodic Theorem and its Applications

The Pointwise Ergodic Theorem and its Applications The Poitwise Ergodic Theorem ad its Applicatios Itroductio Peter Oberly 11/9/2018 Algebra has homomorphisms ad topology has cotiuous maps; i these otes we explore the structure preservig maps for measure

More information

A Fixed Point Result Using a Function of 5-Variables

A Fixed Point Result Using a Function of 5-Variables Joural of Physical Scieces, Vol., 2007, 57-6 Fixed Poit Result Usig a Fuctio of 5-Variables P. N. Dutta ad Biayak S. Choudhury Departmet of Mathematics Begal Egieerig ad Sciece Uiversity, Shibpur P.O.:

More information

Final Solutions. 1. (25pts) Define the following terms. Be as precise as you can.

Final Solutions. 1. (25pts) Define the following terms. Be as precise as you can. Mathematics H104 A. Ogus Fall, 004 Fial Solutios 1. (5ts) Defie the followig terms. Be as recise as you ca. (a) (3ts) A ucoutable set. A ucoutable set is a set which ca ot be ut ito bijectio with a fiite

More information

1 Convergence in Probability and the Weak Law of Large Numbers

1 Convergence in Probability and the Weak Law of Large Numbers 36-752 Advaced Probability Overview Sprig 2018 8. Covergece Cocepts: i Probability, i L p ad Almost Surely Istructor: Alessadro Rialdo Associated readig: Sec 2.4, 2.5, ad 4.11 of Ash ad Doléas-Dade; Sec

More information

ON THE FUZZY METRIC SPACES

ON THE FUZZY METRIC SPACES The Joural of Mathematics ad Computer Sciece Available olie at http://www.tjmcs.com The Joural of Mathematics ad Computer Sciece Vol.2 No.3 2) 475-482 ON THE FUZZY METRIC SPACES Received: July 2, Revised:

More information

ON MEAN ERGODIC CONVERGENCE IN THE CALKIN ALGEBRAS

ON MEAN ERGODIC CONVERGENCE IN THE CALKIN ALGEBRAS PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 00, Number 0, Pages 000 000 S 0002-9939(XX0000-0 ON MEAN ERGODIC CONVERGENCE IN THE CALKIN ALGEBRAS MARCH T. BOEDIHARDJO AND WILLIAM B. JOHNSON 2

More information

Theorem 3. A subset S of a topological space X is compact if and only if every open cover of S by open sets in X has a finite subcover.

Theorem 3. A subset S of a topological space X is compact if and only if every open cover of S by open sets in X has a finite subcover. Compactess Defiitio 1. A cover or a coverig of a topological space X is a family C of subsets of X whose uio is X. A subcover of a cover C is a subfamily of C which is a cover of X. A ope cover of X is

More information

Council for Innovative Research

Council for Innovative Research ABSTRACT ON ABEL CONVERGENT SERIES OF FUNCTIONS ERDAL GÜL AND MEHMET ALBAYRAK Yildiz Techical Uiversity, Departmet of Mathematics, 34210 Eseler, Istabul egul34@gmail.com mehmetalbayrak12@gmail.com I this

More information

Equivalent Banach Operator Ideal Norms 1

Equivalent Banach Operator Ideal Norms 1 It. Joural of Math. Aalysis, Vol. 6, 2012, o. 1, 19-27 Equivalet Baach Operator Ideal Norms 1 Musudi Sammy Chuka Uiversity College P.O. Box 109-60400, Keya sammusudi@yahoo.com Shem Aywa Maside Muliro Uiversity

More information

Several properties of new ellipsoids

Several properties of new ellipsoids Appl. Math. Mech. -Egl. Ed. 008 9(7):967 973 DOI 10.1007/s10483-008-0716-y c Shaghai Uiversity ad Spriger-Verlag 008 Applied Mathematics ad Mechaics (Eglish Editio) Several properties of ew ellipsoids

More information

Lecture 19: Convergence

Lecture 19: Convergence Lecture 19: Covergece Asymptotic approach I statistical aalysis or iferece, a key to the success of fidig a good procedure is beig able to fid some momets ad/or distributios of various statistics. I may

More information

VECTOR SEMINORMS, SPACES WITH VECTOR NORM, AND REGULAR OPERATORS

VECTOR SEMINORMS, SPACES WITH VECTOR NORM, AND REGULAR OPERATORS Dedicated to Professor Philippe G. Ciarlet o his 70th birthday VECTOR SEMINORMS, SPACES WITH VECTOR NORM, AND REGULAR OPERATORS ROMULUS CRISTESCU The rst sectio of this paper deals with the properties

More information

Sh. Al-sharif - R. Khalil

Sh. Al-sharif - R. Khalil Red. Sem. Mat. Uiv. Pol. Torio - Vol. 62, 2 (24) Sh. Al-sharif - R. Khalil C -SEMIGROUP AND OPERATOR IDEALS Abstract. Let T (t), t

More information

Some vector-valued statistical convergent sequence spaces

Some vector-valued statistical convergent sequence spaces Malaya J. Mat. 32)205) 6 67 Some vector-valued statistical coverget sequece spaces Kuldip Raj a, ad Suruchi Padoh b a School of Mathematics, Shri Mata Vaisho Devi Uiversity, Katra-82320, J&K, Idia. b School

More information

The Choquet Integral with Respect to Fuzzy-Valued Set Functions

The Choquet Integral with Respect to Fuzzy-Valued Set Functions The Choquet Itegral with Respect to Fuzzy-Valued Set Fuctios Weiwei Zhag Abstract The Choquet itegral with respect to real-valued oadditive set fuctios, such as siged efficiecy measures, has bee used i

More information

Chapter 0. Review of set theory. 0.1 Sets

Chapter 0. Review of set theory. 0.1 Sets Chapter 0 Review of set theory Set theory plays a cetral role i the theory of probability. Thus, we will ope this course with a quick review of those otios of set theory which will be used repeatedly.

More information

CHAPTER 5 SOME MINIMAX AND SADDLE POINT THEOREMS

CHAPTER 5 SOME MINIMAX AND SADDLE POINT THEOREMS CHAPTR 5 SOM MINIMA AND SADDL POINT THORMS 5. INTRODUCTION Fied poit theorems provide importat tools i game theory which are used to prove the equilibrium ad eistece theorems. For istace, the fied poit

More information

BETWEEN QUASICONVEX AND CONVEX SET-VALUED MAPPINGS. 1. Introduction. Throughout the paper we denote by X a linear space and by Y a topological linear

BETWEEN QUASICONVEX AND CONVEX SET-VALUED MAPPINGS. 1. Introduction. Throughout the paper we denote by X a linear space and by Y a topological linear BETWEEN QUASICONVEX AND CONVEX SET-VALUED MAPPINGS Abstract. The aim of this paper is to give sufficiet coditios for a quasicovex setvalued mappig to be covex. I particular, we recover several kow characterizatios

More information

A Note on the Kolmogorov-Feller Weak Law of Large Numbers

A Note on the Kolmogorov-Feller Weak Law of Large Numbers Joural of Mathematical Research with Applicatios Mar., 015, Vol. 35, No., pp. 3 8 DOI:10.3770/j.iss:095-651.015.0.013 Http://jmre.dlut.edu.c A Note o the Kolmogorov-Feller Weak Law of Large Numbers Yachu

More information

On Strictly Point T -asymmetric Continua

On Strictly Point T -asymmetric Continua Volume 35, 2010 Pages 91 96 http://topology.aubur.edu/tp/ O Strictly Poit T -asymmetric Cotiua by Leobardo Ferádez Electroically published o Jue 19, 2009 Topology Proceedigs Web: http://topology.aubur.edu/tp/

More information

A REMARK ON A PROBLEM OF KLEE

A REMARK ON A PROBLEM OF KLEE C O L L O Q U I U M M A T H E M A T I C U M VOL. 71 1996 NO. 1 A REMARK ON A PROBLEM OF KLEE BY N. J. K A L T O N (COLUMBIA, MISSOURI) AND N. T. P E C K (URBANA, ILLINOIS) This paper treats a property

More information

A NOTE ON LEBESGUE SPACES

A NOTE ON LEBESGUE SPACES Volume 6, 1981 Pages 363 369 http://topology.aubur.edu/tp/ A NOTE ON LEBESGUE SPACES by Sam B. Nadler, Jr. ad Thelma West Topology Proceedigs Web: http://topology.aubur.edu/tp/ Mail: Topology Proceedigs

More information

Some p-adic congruences for p q -Catalan numbers

Some p-adic congruences for p q -Catalan numbers Some p-adic cogrueces for p q -Catala umbers Floria Luca Istituto de Matemáticas Uiversidad Nacioal Autóoma de México C.P. 58089, Morelia, Michoacá, México fluca@matmor.uam.mx Paul Thomas Youg Departmet

More information

On scaling entropy sequence of dynamical system

On scaling entropy sequence of dynamical system O scalig etropy sequece of dyamical system P. B. Zatitskiy arxiv:1409.6134v1 [math.ds] 22 Sep 2014 November 6, 2017 Abstract We preset a series of statemets about scalig etropy, a metric ivariat of dyamical

More information

Assignment 5: Solutions

Assignment 5: Solutions McGill Uiversity Departmet of Mathematics ad Statistics MATH 54 Aalysis, Fall 05 Assigmet 5: Solutios. Let y be a ubouded sequece of positive umbers satisfyig y + > y for all N. Let x be aother sequece

More information

Strong Convergence Theorems According. to a New Iterative Scheme with Errors for. Mapping Nonself I-Asymptotically. Quasi-Nonexpansive Types

Strong Convergence Theorems According. to a New Iterative Scheme with Errors for. Mapping Nonself I-Asymptotically. Quasi-Nonexpansive Types It. Joural of Math. Aalysis, Vol. 4, 00, o. 5, 37-45 Strog Covergece Theorems Accordig to a New Iterative Scheme with Errors for Mappig Noself I-Asymptotically Quasi-Noexpasive Types Narogrit Puturog Mathematics

More information

Mathematica Slovaca. Detlef Plachky A version of the strong law of large numbers universal under mappings

Mathematica Slovaca. Detlef Plachky A version of the strong law of large numbers universal under mappings Mathematica Slovaca Detlef Plachky A versio of the strog law of large umbers uiversal uder mappigs Mathematica Slovaca, Vol. 49 (1999), No. 2, 229--233 Persistet URL: http://dml.cz/dmlcz/131004 Terms of

More information

Sequences and Series of Functions

Sequences and Series of Functions Chapter 6 Sequeces ad Series of Fuctios 6.1. Covergece of a Sequece of Fuctios Poitwise Covergece. Defiitio 6.1. Let, for each N, fuctio f : A R be defied. If, for each x A, the sequece (f (x)) coverges

More information

Application to Random Graphs

Application to Random Graphs A Applicatio to Radom Graphs Brachig processes have a umber of iterestig ad importat applicatios. We shall cosider oe of the most famous of them, the Erdős-Réyi radom graph theory. 1 Defiitio A.1. Let

More information

Fixed Point Theorems for Expansive Mappings in G-metric Spaces

Fixed Point Theorems for Expansive Mappings in G-metric Spaces Turkish Joural of Aalysis ad Number Theory, 7, Vol. 5, No., 57-6 Available olie at http://pubs.sciepub.com/tjat/5//3 Sciece ad Educatio Publishig DOI:.69/tjat-5--3 Fixed Poit Theorems for Expasive Mappigs

More information

If a subset E of R contains no open interval, is it of zero measure? For instance, is the set of irrationals in [0, 1] is of measure zero?

If a subset E of R contains no open interval, is it of zero measure? For instance, is the set of irrationals in [0, 1] is of measure zero? 2 Lebesgue Measure I Chapter 1 we defied the cocept of a set of measure zero, ad we have observed that every coutable set is of measure zero. Here are some atural questios: If a subset E of R cotais a

More information

Chapter IV Integration Theory

Chapter IV Integration Theory Chapter IV Itegratio Theory Lectures 32-33 1. Costructio of the itegral I this sectio we costruct the abstract itegral. As a matter of termiology, we defie a measure space as beig a triple (, A, µ), where

More information

Solutions to home assignments (sketches)

Solutions to home assignments (sketches) Matematiska Istitutioe Peter Kumli 26th May 2004 TMA401 Fuctioal Aalysis MAN670 Applied Fuctioal Aalysis 4th quarter 2003/2004 All documet cocerig the course ca be foud o the course home page: http://www.math.chalmers.se/math/grudutb/cth/tma401/

More information

Stability of a Monomial Functional Equation on a Restricted Domain

Stability of a Monomial Functional Equation on a Restricted Domain mathematics Article Stability of a Moomial Fuctioal Equatio o a Restricted Domai Yag-Hi Lee Departmet of Mathematics Educatio, Gogju Natioal Uiversity of Educatio, Gogju 32553, Korea; yaghi2@hamail.et

More information

4 The Sperner property.

4 The Sperner property. 4 The Sperer property. I this sectio we cosider a surprisig applicatio of certai adjacecy matrices to some problems i extremal set theory. A importat role will also be played by fiite groups. I geeral,

More information

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 +

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + 62. Power series Defiitio 16. (Power series) Give a sequece {c }, the series c x = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + is called a power series i the variable x. The umbers c are called the coefficiets of

More information

Some Tauberian theorems for weighted means of bounded double sequences

Some Tauberian theorems for weighted means of bounded double sequences A. Ştiiţ. Uiv. Al. I. Cuza Iaşi. Mat. N.S. Tomul LXIII, 207, f. Some Tauberia theorems for weighted meas of bouded double sequeces Cemal Bele Received: 22.XII.202 / Revised: 24.VII.203/ Accepted: 3.VII.203

More information

A 2nTH ORDER LINEAR DIFFERENCE EQUATION

A 2nTH ORDER LINEAR DIFFERENCE EQUATION A 2TH ORDER LINEAR DIFFERENCE EQUATION Doug Aderso Departmet of Mathematics ad Computer Sciece, Cocordia College Moorhead, MN 56562, USA ABSTRACT: We give a formulatio of geeralized zeros ad (, )-discojugacy

More information

Some Common Fixed Point Theorems in Cone Rectangular Metric Space under T Kannan and T Reich Contractive Conditions

Some Common Fixed Point Theorems in Cone Rectangular Metric Space under T Kannan and T Reich Contractive Conditions ISSN(Olie): 319-8753 ISSN (Prit): 347-671 Iteratioal Joural of Iovative Research i Sciece, Egieerig ad Techology (A ISO 397: 7 Certified Orgaizatio) Some Commo Fixed Poit Theorems i Coe Rectagular Metric

More information

CARLEMAN INTEGRAL OPERATORS AS MULTIPLICATION OPERATORS AND PERTURBATION THEORY

CARLEMAN INTEGRAL OPERATORS AS MULTIPLICATION OPERATORS AND PERTURBATION THEORY Kragujevac Joural of Mathematics Volume 41(1) (2017), Pages 71 80. CARLEMAN INTEGRAL OPERATORS AS MULTIPLICATION OPERATORS AND PERTURBATION THEORY S. M. BAHRI 1 Abstract. I this paper we itroduce a multiplicatio

More information

The log-behavior of n p(n) and n p(n)/n

The log-behavior of n p(n) and n p(n)/n Ramauja J. 44 017, 81-99 The log-behavior of p ad p/ William Y.C. Che 1 ad Ke Y. Zheg 1 Ceter for Applied Mathematics Tiaji Uiversity Tiaji 0007, P. R. Chia Ceter for Combiatorics, LPMC Nakai Uivercity

More information

The Poisson Summation Formula and an Application to Number Theory Jason Payne Math 248- Introduction Harmonic Analysis, February 18, 2010

The Poisson Summation Formula and an Application to Number Theory Jason Payne Math 248- Introduction Harmonic Analysis, February 18, 2010 The Poisso Summatio Formula ad a Applicatio to Number Theory Jaso Paye Math 48- Itroductio Harmoic Aalysis, February 8, This talk will closely follow []; however some material has bee adapted to a slightly

More information

Advanced Analysis. Min Yan Department of Mathematics Hong Kong University of Science and Technology

Advanced Analysis. Min Yan Department of Mathematics Hong Kong University of Science and Technology Advaced Aalysis Mi Ya Departmet of Mathematics Hog Kog Uiversity of Sciece ad Techology September 3, 009 Cotets Limit ad Cotiuity 7 Limit of Sequece 8 Defiitio 8 Property 3 3 Ifiity ad Ifiitesimal 8 4

More information