FIXED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE

Size: px
Start display at page:

Download "FIXED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE"

Transcription

1 Mohia & Samaa, Vol. 1, No. II, December, 016, pp ORIGINAL RESEARCH ARTICLE OPEN ACCESS FIED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE 1 Mohia S. *, Samaa T. K. 1 Deparme of Mahemaics, Sudhir Memorial Isiue, Kolkaa-70013, Wes Begal, Idia Deparme of Mahemaics, Uluberia College, Uluberia, Howrah, Wes Begal, Idia * Correspodig auhor s sumi.mohia@yahoo.com Received 8 Sepember, 015; Revised 17 February, 016 ABSTRACT I his paper, we have esablished some fixed fuzzy poi heorems ad commo fixed fuzzy poi heorems for fuzzy mappigs saisfyig a coracive ype codiio oher ha fuzzy Baach coracive ype codiio i complee fuzzy meric spaces. 010 Mahemaics Subjec Classificaios: 47H10, 54E35, 54A40 Key words: Fuzzy Se, Fuzzy mappig, Fixed fuzzy poi, Fuzzy meric space. INTRODUCTION I may scieific ad egieerig applicaios, cocep of fuzzy se plays a impora role. I mahemaical programmig, problems are expressed as opimizig some goal fucios uder give cerai cosrais. There are some real-life problems havig muliple objecives. Fuzzy ses are oe of he possible mehods o ge feasible soluios ha brig us o opimum of all objecive fucios. The cocep of fuzzy se was iroduced iiially by Zadeh [10] i Sice he, o use his cocep i opology ad aalysis may auhors have expasively developed he heory of fuzzy ses ad is applicaios. Heliper firs iroduced he cocep of fuzzy mappigs ad proved a fixed-poi heorem for fuzzy mappigs [3]. Sice he, may fixed-poi heorems for fuzzy mappigs have bee obaied by may auhors [5, 1]. Kramosil ad Michalek [4] iroduced he cocep of fuzzy meric spaces (briefly, FM-spaces) i 1975, which opeed a aveue for furher developme of aalysis i such spaces. Laer o, i is modified ha a few coceps of mahemaical aalysis have bee developed by George ad Veeramai []. May auhors have iroduced he cocep of fixed poi heorems i fuzzy meric space i differe ways [7, 8]. I his paper, we have esablished some fixed fuzzy poi heorems ad commo fixed fuzzy poi heorems for fuzzy mappigs saisfyig a coracive ype codiio oher ha fuzzy Baach coracive ype codiio i complee fuzzy meric spaces. 34

2 Mohia & Samaa, Vol. 1, No. II, December, 016, pp PRELIMINARIES We quoe some defiiios ad saemes of a few heorems which will be eeded i he sequel. Defiiio.1 [9]: A biary operaio : 0,1 0,1 0,1 is coiuous he followig codiios: - orm if saisfies i is commuaive ad associaive; ii is coiuous; iii a a a 1 0,1 ; iv a b c d wheever a c, b d Defiiio. []: The 3 uple oempy se, is a coiuous i x y,, 0; ii x y,, 1 if ad oly if x y; iii x y y x,,,, ; ad a b c d,,, 0,1 ;,, is called a fuzzy meric space if - orm ad is a fuzzy se i 0, iv x y s y z x z s,,,,,, ; v x, y,. : 0, 0,1 is coiuous; for all x, y, z is a arbirary saisfyig codiios: ad, s 0. I is oed ha x, y, o. ca be hough of as he degree of earess bewee x ad y wih respec Le be a meric liear space ad,, be a fuzzy meric space. A fuzzy se of is a eleme of I where I 0,1. For A, B I we deoe A Bif ad oly if A x B x for each x. For 0,1 he fuzzy poi x of is he fuzzy se of give by x y if y x ad x y 0 else [1]. The - level se of A, deoe by A, is defied by 35

3 Mohia & Samaa, Vol. 1, No. II, December, 016, pp : if 0,1 A x A x A x : A x 0 where B deoes he closure of he (o-fuzzy) se B. Heilper [3] called a fuzzy mappig, a mappig from he se of as follows: A W( ) if ad oly if A is a compac ad covex i i o a family W( ) sup A x : x 1. I his coex, we have give he followig defiiios: Defiiio.3: Le A, B W( ) 0,1 ad. Defie P ( A, B, ) sup ( a, b, ) : a A, b B ad 0 D ( A, B, ) H ( A, B, ) I defied 0,1 for each H ( A, B, ) if if sup x, y,, if sup x, y, x B y A x A y B The fucio P is called a - space. I is easy o see ha P is o-decreasig fucio of. H is he Hausdorff fuzzy meric. Noaio.4: Le be a meric space ad 0,1 W ( ) A I : A is oempy, compac ad covex. Cosider he followig family W ( ) : Defiiio.5: Le x be a fuzzy poi of. We will say ha x is a fixed fuzzy poi of he fuzzy mappig F over if x F x (i.e., he fixed degree of x is he leas ). ad Defiiio.6: Le,, be a fuzzy meric space, x, 0,1 r, 0,,, /,, 1. The,, B x r y x y r B x r is called o ope ball ceered a x of radius r wih respec o. 36

4 Mohia & Samaa, Vol. 1, No. II, December, 016, pp Defiiio.7: Le,, be a fuzzy meric space ad P. is said o be a closed se i,, if ad oly if sequece i P coverges o x P i.e., iff lim x, x, 1 x. xp x Defiiio.8: Le,, be a fuzzy meric space, S x, r, y / x, y, 1 r. Hece,, x of radius some y S x, r,. r wih respec o P x r 0,1,, 0, S x r is said o be a closed ball ceered a iff. Ay sequece x i S x, r, coverges o Defiiio.9: A sequece lim x, y, 1. x x i fuzzy meric space is said o coverge o x if ad oly if A sequece x lim x p, x, 1. x i fuzzy meric space is said o be a Cauchy sequece if ad oly if A fuzzy meric space coverge i.,, is said o be complee if ad oly if every Cauchy sequece i is Lemma.10 [6]: Le x, y, x, y,,, be fuzzy meric space. If x x ad y y i,, he as for all 0 i, he se of all real umbers. Lemma.11: Le x, A W characerisic fucio of se x. If x A Proof: If x A he x A ad x be a fuzzy se wih membership fucio equal a if ad oly if P x, A, 1 for each 0, 1 for each 0,1, P x A x y Coversely, if P x, A, 1, he x y each 0, 1. Thus x A..,, sup,, 1. y A sup,, 1. I follows ha x A A for y A 37

5 Mohia & Samaa, Vol. 1, No. II, December, 016, pp P x, A, x, y, P y, A, Lemma.1: x, y P x, A, sup x, z, sup x, y, y, z, z A z A Proof: x, y, P y, A, Lemma.13: If x 0 A, he P x 0, B, D A, B, Proof: P x 0, B, sup x 0, y, y B x y D A B if sup,,,, x A z B MAIN RESULTS for each B W Theorem 3.1: Le from o W,, be a complee fuzzy meric space ad F saisfyig he followig codiio: be a coiuous fuzzy mappig D F x, F y, k mi x, y,, P x, F x,, P y, F y,, P x, F y,, P y, F x, (1) for all x, y, 0, 1 ad 1 k 0, 4. The here exiss x Proof: Le x0 such ha x is a fixed fuzzy poi of F. suppose ha here exiss x 1 F x 0 compac subse of, he here exiss x F x 1. Sice Fx 1 ad by lemma.13 is a oempy 38

6 Mohia & Samaa, Vol. 1, No. II, December, 016, pp we ge, x 1, x, k P x 1, F x 1, k D F x 0, F x 1, k By iducio we cosruc a sequece x i such ha x F x 1 x, x 1, k P x, F x, k D F x 1, F x, k mi x, x,, P x, F x,, P x, F x,, 1 1 P x, F x,, P x, F x, x 1 x x 1 x P x F x 1 mi,,,,,,,, ad x, x 1, P x 1, F x,, x 1, x, 1 P x, F x,, P x, F x, x 1 x x 1 x x x 1 mi,,,,, 1,,, 1, x 1, x, x, x 1, P x 1, F x,,1 4 4 x 1 x x 1 x x x 1 mi,,,,,,,,, x 1, x, x, x 1, 4 which implies ha x 1, x, x, x 1, 1,

7 Mohia & Samaa, Vol. 1, No. II, December, 016, pp x, x 1, k x 1, x, x, x 1, 4 x, x 1, x 1, x, x, x 1, k 4k x 1, x, x, x 1, k 4k x, x 1, 1 We ow verify ha x is a Cauchy sequece i,,. Le 1. p x, x p, x, x 1, 1 x 1, x, 1 x, x p, 1 x. is Cauchy sequece i,, x p 1, x p, 1 Sice is a complee, here exiss x such ha x x i,,. Now by Lemmas.1 ad.13 we have k k P x, F x, k x, x, P x, F x, 1 k k x, x, D F x, F x, k x, x, mi x 1, x,, P x 1, F x 1,, 40

8 Mohia & Samaa, Vol. 1, No. II, December, 016, pp P x, F x,, P x, F x,, P x, F x, 1 1 k x, x, mi x 1, x,, x 1, x, 4, 1,,,, P x F x P x F x, x 1, x, 4 4,,,,, P x F x x x P x, F x, k x, x, mi x 1, x,, x 1, x, 1, 4 P x, F x,, x 1, x, x, x, P x, F x,, x, x, 1 4 akig limi as, we have P x, F x, P x, F x, P x, F x, 4 k 4 k P x, F x, 1 ad by lemma.11, x F x. This complees he proof. Example. Le 0,1 ad : where x, y, x y for x, y. 1 Le 0, ad suppose F : I defied by 41

9 Mohia & Samaa, Vol. 1, No. II, December, 016, pp x 0 1 F 0 x x 0, 1 x,1 1 x 0 1 F 1 x x 0, 1 x,1 ad for z 0, 1. 1 x 0 1 F z x x 0, 1 0 x, 1 The, F 0 F z F 1 0 F F z F , ad F 0 F 1 0, 1, F z 1 0, Cosequely, k P1 F x, F y, k sup for x F x, y F 1 y k x y 1 D1 F x, F y, k H F x, F y, k 1 1 ad k k if if sup, if sup x F y 1 y F x k x y x F x 1 1 y F y k x y 1 The LHS of (1), D1 F x, F y, k 1 x, y. 4

10 Mohia & Samaa, Vol. 1, No. II, December, 016, pp ad for all x, y he RHS of (1), x, y, 1, 1,, 1, P x F x P x F y 1,, 1, ad herefore P1 y, F x, 1, P1 y, F y, k 1, mi x, y,, P x, F x,, P y, F y,, P x, F y,, P1 y, F x, 1. Thus, (1) holds. k P F x, F y, k sup for x F x, y F y k x y D F x, F y, k H F x, F y, k k k if if sup, if sup x F y y F x k x y x F x y F y k x y Now, LHS of (1), D F x, F y, k 1 x, y ad he RHS of (1), mi x, y,, P x, F x,, P y, F y,, P x, F y,, P y, F x, 1. Hece, (1) holds. Agai, we see ha k P F x, F y, k sup for x F x, y F y k x y 43

11 Mohia & Samaa, Vol. 1, No. II, December, 016, pp D F x, F y, k H F x, F y, k k k if if sup, if sup x F y y F x k x y x F x y F y k x y Now, he LHS of (1), D F x, F y, k 1 x, y ad he RHS of (1), mi x, y,, P x, F x,, P y, F y,, P x, F y,, P y, F x, 1. Hece, (1) holds. Thus (1) holds ad hece all he codiios of he Theorem (3.1) are saisfied. Applyig he Theorem (3.1), we ca coclude ha F has a fixed fuzzy poi i. Corollary 3.: Le o W,, be a complee fuzzy meric space. Le F saisfyig he followig codiio: There exiss 0,1 ad k 0,1 such ha,,,, k D F x F y x y (1) be a fuzzy mappig from i for all x, y, 0, 1 ad 1 k 0, 4. The here exiss x such ha x is a fixed fuzzy poi of F. 44

12 Mohia & Samaa, Vol. 1, No. II, December, 016, pp Theorem 3.3: Le, ad,, fuzzy mappig from i o saisfyig he codiio (1) whe x, y S x, r, assume ha 0,1 k W 0,1 be a complee fuzzy meric space. Le F be a. Moreover,,, 1 k P x F x r x. The F has fixed fuzzy poi i S x, r,. Proof: x F x 1, x F x,, 1 k P x F x r 1,, x F x 1 P x, F x, for all 1 r 1 r k N. Now,, 1 P x F x r 1 x, x, P x, F x, 1 r x, x 1, 1 r x1 S x, r, Assumig ha x, x, x,, x S x, r,. We show ha x S x, r, , 1, k D F x, F x 1, x, x 1, 1 r k P x F x P x, F x, r 1 r k x, x, 1 r Agai, 1 k P x, F x, k D F x 1, F x, x 1, x, 1 r 45

13 Mohia & Samaa, Vol. 1, No. II, December, 016, pp r P x, F x, 1 r k x, x 3, 1 r Similarly, i ca be show ha, Le 1 p x, x, 3, 3, 1, P x F x r. Thus, we see ha,, P x, F x, 1 r x, x 1, x 1, x, 1,, x x 1 r 1 r 1 r 1 r 1 r x, x, x S x, r, From he lemmas.11,.1 ad.13, we ca say ha he res of he proof is obvious. Therefore, x F x. This complees he proof. Theorem 3.4: Le mappigs from o W,, be a complee fuzzy meric space. Le F ad G saisfyig he followig codiio: be coiuous fuzzy D F x, G y, k mi x, y,, P x, F x,, P y, G y,, P x, G y,, P y, F x, for all x, y, 0, 1 ad 1 k 0, 4. 46

14 Mohia & Samaa, Vol. 1, No. II, December, 016, pp The here exiss x Proof: Le x0 The here exiss such ha x is a fixed fuzzy poi of F, G., Sice Fx 0 x, he here exiss x G x 1 is oempy subse of, he here exiss x 1 F x 0 such ha x F x 1 also sice G x 1 ad by lemma.13, we ge x, x, k P x, G x, k D F x, G x, k mi x 0, x 1,, P x 0, F x 0,, P x 1, G x 1,, P x, G x,, P x, F x, mi x 0, x 1,, x 0, x 1, P x 1, F x 0,, x 1, x, P x, G x 1,, x 0, x 1, P x 1, G x 1,,1 x 0 x 1 x 0 x 1 x 1 x mi,,,,, 1,,, 1, x 0, x 1, x 1, x, 4 x 0, x 1, x 1, x, 1, 1 4. is oempy subse of By iducio we cosruc a sequece x i such ha x F x 1 x 1 G x ad x, x 1, k P x, G x, k D F x 1, G x, k, 47

15 Mohia & Samaa, Vol. 1, No. II, December, 016, pp mi x, x,, P x, F x,, P x, G x,, 1 1 P x, G x,, P x, F x, x, x 1, k x 1, x, x, x 1, 4 As i he above heorem 3.1, he proof is similar. x is Cauchy sequece i,,. Sice is a complee, here exiss x such ha x x i,,. Now by Lemmas.1 ad.13 we have k k P x, G x, k x, x, P x, G x, 1 k k x, x, D F x, G x, k x, x, mi x 1, x,, x 1, x, 1, P x, G x,, 4 1,,,,, 4 8, 4,,, x x x x P x G x x x 4 1 akig limi as, we have P x, G x, P x, G x, P x, G x, 4 k 4 k P x, G x, 1 ad by lemma.11, x G x. Similarly, x F x This complees he proof.. 48

16 Mohia & Samaa, Vol. 1, No. II, December, 016, pp ACKNOWLEDGMENTS The auhors wish o hak he chief edior ad he reviewers for heir valuable suggesios o recify he paper. REFERENCE [1] Fisher B, Fixed poi heorems for fuzzy mappigs, J. Appl. Mah. ad Compuig, 19 (005) (1- ), [] George A & Veeramai P, O Some resul i fuzzy meric space, Fuzzy Se ad sysems, 64 (1994), [3] Heilper S, Fuzzy mappigs ad fixed poi heorem, J. Mah. Aal. Appl., 83 (1981), [4] Kramosil O & Michalek J, Fuzzy meric ad saisical meric spaces, Kybereica, 11 (1975), [5] Rhoades B E, Fixed poi of some fuzzy mappigs, Soocho J. Mah., (1996) 1, [6] Samaa T K & Mohia S, O Fixed poi heorems i Iuiioisic Fuzzy Meric Space I, Ge. Mah. Noes, 3 (011), 1 1. [7] Samaa T K & Mohia S, Fixed poi heorems O Fuzzy Meric Space, Lap Lamber Academic Publishig ( )-ISBN-13: [8] Samaa T K & Mohia S, Commo fixed poi heorems for sigle ad se-valued maps i o Archimedea fuzzy meric spaces, Aca Uiv. Sapieiae, Mahemaica, 4 (01), [9] Schweizer B & Sklar A, Saisical meric spaces, Pacific Joural of Mahemaics, 10 (1960), [10] Zadeh L A, Fuzzy ses, Iformaio ad corol, 8 (1965),

Common Fixed Point Theorem in Intuitionistic Fuzzy Metric Space via Compatible Mappings of Type (K)

Common Fixed Point Theorem in Intuitionistic Fuzzy Metric Space via Compatible Mappings of Type (K) Ieraioal Joural of ahemaics Treds ad Techology (IJTT) Volume 35 umber 4- July 016 Commo Fixed Poi Theorem i Iuiioisic Fuzzy eric Sace via Comaible aigs of Tye (K) Dr. Ramaa Reddy Assisa Professor De. of

More information

Some Properties of Semi-E-Convex Function and Semi-E-Convex Programming*

Some Properties of Semi-E-Convex Function and Semi-E-Convex Programming* The Eighh Ieraioal Symposium o Operaios esearch ad Is Applicaios (ISOA 9) Zhagjiajie Chia Sepember 2 22 29 Copyrigh 29 OSC & APOC pp 33 39 Some Properies of Semi-E-Covex Fucio ad Semi-E-Covex Programmig*

More information

A TAUBERIAN THEOREM FOR THE WEIGHTED MEAN METHOD OF SUMMABILITY

A TAUBERIAN THEOREM FOR THE WEIGHTED MEAN METHOD OF SUMMABILITY U.P.B. Sci. Bull., Series A, Vol. 78, Iss. 2, 206 ISSN 223-7027 A TAUBERIAN THEOREM FOR THE WEIGHTED MEAN METHOD OF SUMMABILITY İbrahim Çaak I his paper we obai a Tauberia codiio i erms of he weighed classical

More information

Some Fixed Point Theorems using Weak Compatibility OWC in Fuzzy Metric Space

Some Fixed Point Theorems using Weak Compatibility OWC in Fuzzy Metric Space Ieraioal Joural of Applied Egieerig Research ISSN 0973-4562 Volume 13, Number 23 (2018) pp. 16538-16544 Research Idia Publicaios. hp://www.ripublicaio.com Some Fixed Poi Theorems usig Weak Compaibiliy

More information

Generalized Statistical Convergence in Intuitionistic Fuzzy 2 Normed Space

Generalized Statistical Convergence in Intuitionistic Fuzzy 2 Normed Space Appl Mah If Sci 9, No L, 59-63 (205) 59 Applied Mahemaics & Iformaio Scieces A Ieraioal Joural hp://dxdoiorg/02785/amis/09l07 Geeralized Saisical Covergece i Iuiioisic Fuzzy 2 Normed Space Ekrem Savas

More information

TAKA KUSANO. laculty of Science Hrosh tlnlersty 1982) (n-l) + + Pn(t)x 0, (n-l) + + Pn(t)Y f(t,y), XR R are continuous functions.

TAKA KUSANO. laculty of Science Hrosh tlnlersty 1982) (n-l) + + Pn(t)x 0, (n-l) + + Pn(t)Y f(t,y), XR R are continuous functions. Iera. J. Mah. & Mah. Si. Vol. 6 No. 3 (1983) 559-566 559 ASYMPTOTIC RELATIOHIPS BETWEEN TWO HIGHER ORDER ORDINARY DIFFERENTIAL EQUATIONS TAKA KUSANO laculy of Sciece Hrosh llersy 1982) ABSTRACT. Some asympoic

More information

A note on deviation inequalities on {0, 1} n. by Julio Bernués*

A note on deviation inequalities on {0, 1} n. by Julio Bernués* A oe o deviaio iequaliies o {0, 1}. by Julio Berués* Deparameo de Maemáicas. Faculad de Ciecias Uiversidad de Zaragoza 50009-Zaragoza (Spai) I. Iroducio. Le f: (Ω, Σ, ) IR be a radom variable. Roughly

More information

Fuzzy Dynamic Equations on Time Scales under Generalized Delta Derivative via Contractive-like Mapping Principles

Fuzzy Dynamic Equations on Time Scales under Generalized Delta Derivative via Contractive-like Mapping Principles Idia Joural of Sciece ad echology Vol 9(5) DOI: 7485/ijs/6/v9i5/8533 July 6 ISSN (Pri) : 974-6846 ISSN (Olie) : 974-5645 Fuzzy Dyamic Euaios o ime Scales uder Geeralized Dela Derivaive via Coracive-lie

More information

EXISTENCE THEORY OF RANDOM DIFFERENTIAL EQUATIONS D. S. Palimkar

EXISTENCE THEORY OF RANDOM DIFFERENTIAL EQUATIONS D. S. Palimkar Ieraioal Joural of Scieific ad Research Publicaios, Volue 2, Issue 7, July 22 ISSN 225-353 EXISTENCE THEORY OF RANDOM DIFFERENTIAL EQUATIONS D S Palikar Depare of Maheaics, Vasarao Naik College, Naded

More information

Approximately Quasi Inner Generalized Dynamics on Modules. { } t t R

Approximately Quasi Inner Generalized Dynamics on Modules. { } t t R Joural of Scieces, Islamic epublic of Ira 23(3): 245-25 (22) Uiversiy of Tehra, ISSN 6-4 hp://jscieces.u.ac.ir Approximaely Quasi Ier Geeralized Dyamics o Modules M. Mosadeq, M. Hassai, ad A. Nikam Deparme

More information

Research Article Generalized Equilibrium Problem with Mixed Relaxed Monotonicity

Research Article Generalized Equilibrium Problem with Mixed Relaxed Monotonicity e Scieific World Joural, Aricle ID 807324, 4 pages hp://dx.doi.org/10.1155/2014/807324 Research Aricle Geeralized Equilibrium Problem wih Mixed Relaxed Moooiciy Haider Abbas Rizvi, 1 Adem KJlJçma, 2 ad

More information

An interesting result about subset sums. Nitu Kitchloo. Lior Pachter. November 27, Abstract

An interesting result about subset sums. Nitu Kitchloo. Lior Pachter. November 27, Abstract A ieresig resul abou subse sums Niu Kichloo Lior Pacher November 27, 1993 Absrac We cosider he problem of deermiig he umber of subses B f1; 2; : : :; g such ha P b2b b k mod, where k is a residue class

More information

Comparison between Fourier and Corrected Fourier Series Methods

Comparison between Fourier and Corrected Fourier Series Methods Malaysia Joural of Mahemaical Scieces 7(): 73-8 (13) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES Joural homepage: hp://eispem.upm.edu.my/oural Compariso bewee Fourier ad Correced Fourier Series Mehods 1

More information

Fermat Numbers in Multinomial Coefficients

Fermat Numbers in Multinomial Coefficients 1 3 47 6 3 11 Joural of Ieger Sequeces, Vol. 17 (014, Aricle 14.3. Ferma Numbers i Muliomial Coefficies Shae Cher Deparme of Mahemaics Zhejiag Uiversiy Hagzhou, 31007 Chia chexiaohag9@gmail.com Absrac

More information

Prakash Chandra Rautaray 1, Ellipse 2

Prakash Chandra Rautaray 1, Ellipse 2 Prakash Chadra Rauara, Ellise / Ieraioal Joural of Egieerig Research ad Alicaios (IJERA) ISSN: 48-96 www.ijera.com Vol. 3, Issue, Jauar -Februar 3,.36-337 Degree Of Aroimaio Of Fucios B Modified Parial

More information

On Stability of Quintic Functional Equations in Random Normed Spaces

On Stability of Quintic Functional Equations in Random Normed Spaces J. COMPUTATIONAL ANALYSIS AND APPLICATIONS, VOL. 3, NO.4, 07, COPYRIGHT 07 EUDOXUS PRESS, LLC O Sabiliy of Quiic Fucioal Equaios i Radom Normed Spaces Afrah A.N. Abdou, Y. J. Cho,,, Liaqa A. Kha ad S.

More information

Supplement for SADAGRAD: Strongly Adaptive Stochastic Gradient Methods"

Supplement for SADAGRAD: Strongly Adaptive Stochastic Gradient Methods Suppleme for SADAGRAD: Srogly Adapive Sochasic Gradie Mehods" Zaiyi Che * 1 Yi Xu * Ehog Che 1 iabao Yag 1. Proof of Proposiio 1 Proposiio 1. Le ɛ > 0 be fixed, H 0 γi, γ g, EF (w 1 ) F (w ) ɛ 0 ad ieraio

More information

Averaging of Fuzzy Integral Equations

Averaging of Fuzzy Integral Equations Applied Mahemaics ad Physics, 23, Vol, No 3, 39-44 Available olie a hp://pubssciepubcom/amp//3/ Sciece ad Educaio Publishig DOI:269/amp--3- Averagig of Fuzzy Iegral Equaios Naalia V Skripik * Deparme of

More information

Math 6710, Fall 2016 Final Exam Solutions

Math 6710, Fall 2016 Final Exam Solutions Mah 67, Fall 6 Fial Exam Soluios. Firs, a sude poied ou a suble hig: if P (X i p >, he X + + X (X + + X / ( evaluaes o / wih probabiliy p >. This is roublesome because a radom variable is supposed o be

More information

1 Notes on Little s Law (l = λw)

1 Notes on Little s Law (l = λw) Copyrigh c 26 by Karl Sigma Noes o Lile s Law (l λw) We cosider here a famous ad very useful law i queueig heory called Lile s Law, also kow as l λw, which assers ha he ime average umber of cusomers i

More information

Homework 4. x n x X = f(x n x) +

Homework 4. x n x X = f(x n x) + Homework 4 1. Let X ad Y be ormed spaces, T B(X, Y ) ad {x } a sequece i X. If x x weakly, show that T x T x weakly. Solutio: We eed to show that g(t x) g(t x) g Y. It suffices to do this whe g Y = 1.

More information

Some Newton s Type Inequalities for Geometrically Relative Convex Functions ABSTRACT. 1. Introduction

Some Newton s Type Inequalities for Geometrically Relative Convex Functions ABSTRACT. 1. Introduction Malaysia Joural of Mahemaical Scieces 9(): 49-5 (5) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES Joural homepage: hp://eispem.upm.edu.my/joural Some Newo s Type Ieualiies for Geomerically Relaive Covex Fucios

More information

A Study On (H, 1)(E, q) Product Summability Of Fourier Series And Its Conjugate Series

A Study On (H, 1)(E, q) Product Summability Of Fourier Series And Its Conjugate Series Mahemaical Theory ad Modelig ISSN 4-584 (Paper) ISSN 5-5 (Olie) Vol.7, No.5, 7 A Sudy O (H, )(E, q) Produc Summabiliy Of Fourier Series Ad Is Cojugae Series Sheela Verma, Kalpaa Saxea * Research Scholar

More information

On The Eneström-Kakeya Theorem

On The Eneström-Kakeya Theorem Applied Mahemaics,, 3, 555-56 doi:436/am673 Published Olie December (hp://wwwscirporg/oural/am) O The Eesröm-Kakeya Theorem Absrac Gulsha Sigh, Wali Mohammad Shah Bharahiar Uiversiy, Coimbaore, Idia Deparme

More information

AN UNCERTAIN CAUCHY PROBLEM OF A NEW CLASS OF FUZZY DIFFERENTIAL EQUATIONS. Alexei Bychkov, Eugene Ivanov, Olha Suprun

AN UNCERTAIN CAUCHY PROBLEM OF A NEW CLASS OF FUZZY DIFFERENTIAL EQUATIONS. Alexei Bychkov, Eugene Ivanov, Olha Suprun Ieraioal Joural "Iformaio Models ad Aalyses" Volume 4, Number 2, 215 13 AN UNCERAIN CAUCHY PROBLEM OF A NEW CLASS OF FUZZY DIFFERENIAL EQUAIONS Alexei Bychkov, Eugee Ivaov, Olha Supru Absrac: he cocep

More information

Online Supplement to Reactive Tabu Search in a Team-Learning Problem

Online Supplement to Reactive Tabu Search in a Team-Learning Problem Olie Suppleme o Reacive abu Search i a eam-learig Problem Yueli She School of Ieraioal Busiess Admiisraio, Shaghai Uiversiy of Fiace ad Ecoomics, Shaghai 00433, People s Republic of Chia, she.yueli@mail.shufe.edu.c

More information

Available online at J. Math. Comput. Sci. 4 (2014), No. 4, ISSN:

Available online at   J. Math. Comput. Sci. 4 (2014), No. 4, ISSN: Available olie a hp://sci.org J. Mah. Compu. Sci. 4 (2014), No. 4, 716-727 ISSN: 1927-5307 ON ITERATIVE TECHNIQUES FOR NUMERICAL SOLUTIONS OF LINEAR AND NONLINEAR DIFFERENTIAL EQUATIONS S.O. EDEKI *, A.A.

More information

Dynamic h-index: the Hirsch index in function of time

Dynamic h-index: the Hirsch index in function of time Dyamic h-idex: he Hirsch idex i fucio of ime by L. Egghe Uiversiei Hassel (UHassel), Campus Diepebeek, Agoralaa, B-3590 Diepebeek, Belgium ad Uiversiei Awerpe (UA), Campus Drie Eike, Uiversieisplei, B-260

More information

L-functions and Class Numbers

L-functions and Class Numbers L-fucios ad Class Numbers Sude Number Theory Semiar S. M.-C. 4 Sepember 05 We follow Romyar Sharifi s Noes o Iwasawa Theory, wih some help from Neukirch s Algebraic Number Theory. L-fucios of Dirichle

More information

Ideal Amplifier/Attenuator. Memoryless. where k is some real constant. Integrator. System with memory

Ideal Amplifier/Attenuator. Memoryless. where k is some real constant. Integrator. System with memory Liear Time-Ivaria Sysems (LTI Sysems) Oulie Basic Sysem Properies Memoryless ad sysems wih memory (saic or dyamic) Causal ad o-causal sysems (Causaliy) Liear ad o-liear sysems (Lieariy) Sable ad o-sable

More information

On stability of first order linear impulsive differential equations

On stability of first order linear impulsive differential equations Ieraioal Joural of aisics ad Applied Mahemaics 218; 3(3): 231-236 IN: 2456-1452 Mahs 218; 3(3): 231-236 218 as & Mahs www.mahsoural.com Received: 18-3-218 Acceped: 22-4-218 IM Esuabaa Deparme of Mahemaics,

More information

Research Article A MOLP Method for Solving Fully Fuzzy Linear Programming with LR Fuzzy Parameters

Research Article A MOLP Method for Solving Fully Fuzzy Linear Programming with LR Fuzzy Parameters Mahemaical Problems i Egieerig Aricle ID 782376 10 pages hp://dx.doi.org/10.1155/2014/782376 Research Aricle A MOLP Mehod for Solvig Fully Fuzzy Liear Programmig wih Fuzzy Parameers Xiao-Peg Yag 12 Xue-Gag

More information

A COMMON FIXED POINT THEOREM IN FUZZY METRIC SPACE USING SEMI-COMPATIBLE MAPPINGS

A COMMON FIXED POINT THEOREM IN FUZZY METRIC SPACE USING SEMI-COMPATIBLE MAPPINGS Volume 2 No. 8 August 2014 Joural of Global Research i Mathematical Archives RESEARCH PAPER Available olie at http://www.jgrma.ifo A COMMON FIXED POINT THEOREM IN FUZZY METRIC SPACE USING SEMI-COMPATIBLE

More information

Lecture 15 First Properties of the Brownian Motion

Lecture 15 First Properties of the Brownian Motion Lecure 15: Firs Properies 1 of 8 Course: Theory of Probabiliy II Term: Sprig 2015 Isrucor: Gorda Zikovic Lecure 15 Firs Properies of he Browia Moio This lecure deals wih some of he more immediae properies

More information

Research Article A Generalized Nonlinear Sum-Difference Inequality of Product Form

Research Article A Generalized Nonlinear Sum-Difference Inequality of Product Form Joural of Applied Mahemaics Volume 03, Aricle ID 47585, 7 pages hp://dx.doi.org/0.55/03/47585 Research Aricle A Geeralized Noliear Sum-Differece Iequaliy of Produc Form YogZhou Qi ad Wu-Sheg Wag School

More information

NEWTON METHOD FOR DETERMINING THE OPTIMAL REPLENISHMENT POLICY FOR EPQ MODEL WITH PRESENT VALUE

NEWTON METHOD FOR DETERMINING THE OPTIMAL REPLENISHMENT POLICY FOR EPQ MODEL WITH PRESENT VALUE Yugoslav Joural of Operaios Research 8 (2008, Number, 53-6 DOI: 02298/YUJOR080053W NEWTON METHOD FOR DETERMINING THE OPTIMAL REPLENISHMENT POLICY FOR EPQ MODEL WITH PRESENT VALUE Jeff Kuo-Jug WU, Hsui-Li

More information

Basic Results in Functional Analysis

Basic Results in Functional Analysis Preared by: F.. ewis Udaed: Suday, Augus 7, 4 Basic Resuls i Fucioal Aalysis f ( ): X Y is coiuous o X if X, (, ) z f( z) f( ) f ( ): X Y is uiformly coiuous o X if i is coiuous ad ( ) does o deed o. f

More information

Extremal graph theory II: K t and K t,t

Extremal graph theory II: K t and K t,t Exremal graph heory II: K ad K, Lecure Graph Theory 06 EPFL Frak de Zeeuw I his lecure, we geeralize he wo mai heorems from he las lecure, from riagles K 3 o complee graphs K, ad from squares K, o complee

More information

Calculus Limits. Limit of a function.. 1. One-Sided Limits...1. Infinite limits 2. Vertical Asymptotes...3. Calculating Limits Using the Limit Laws.

Calculus Limits. Limit of a function.. 1. One-Sided Limits...1. Infinite limits 2. Vertical Asymptotes...3. Calculating Limits Using the Limit Laws. Limi of a fucio.. Oe-Sided..... Ifiie limis Verical Asympoes... Calculaig Usig he Limi Laws.5 The Squeeze Theorem.6 The Precise Defiiio of a Limi......7 Coiuiy.8 Iermediae Value Theorem..9 Refereces..

More information

Fixed Point Theorems for (, )-Uniformly Locally Generalized Contractions

Fixed Point Theorems for (, )-Uniformly Locally Generalized Contractions Global Joral o Pre ad Applied Mahemaics. ISSN 0973-768 Volme 4 Nmber 9 (208) pp. 77-83 Research Idia Pblicaios hp://www.ripblicaio.com Fied Poi Theorems or ( -Uiormly Locally Geeralized Coracios G. Sdhaamsh

More information

Existence Of Solutions For Nonlinear Fractional Differential Equation With Integral Boundary Conditions

Existence Of Solutions For Nonlinear Fractional Differential Equation With Integral Boundary Conditions Reserch Ivey: Ieriol Jourl Of Egieerig Ad Sciece Vol., Issue (April 3), Pp 8- Iss(e): 78-47, Iss(p):39-6483, Www.Reserchivey.Com Exisece Of Soluios For Nolier Frciol Differeil Equio Wih Iegrl Boudry Codiios,

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

The Central Limit Theorem

The Central Limit Theorem The Ceral Limi Theorem The ceral i heorem is oe of he mos impora heorems i probabiliy heory. While here a variey of forms of he ceral i heorem, he mos geeral form saes ha give a sufficiely large umber,

More information

Intuitionistic Fuzzy 2-norm

Intuitionistic Fuzzy 2-norm In. Journal of Mah. Analysis, Vol. 5, 2011, no. 14, 651-659 Inuiionisic Fuzzy 2-norm B. Surender Reddy Deparmen of Mahemaics, PGCS, Saifabad, Osmania Universiy Hyderabad - 500004, A.P., India bsrmahou@yahoo.com

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

ODEs II, Supplement to Lectures 6 & 7: The Jordan Normal Form: Solving Autonomous, Homogeneous Linear Systems. April 2, 2003

ODEs II, Supplement to Lectures 6 & 7: The Jordan Normal Form: Solving Autonomous, Homogeneous Linear Systems. April 2, 2003 ODEs II, Suppleme o Lecures 6 & 7: The Jorda Normal Form: Solvig Auoomous, Homogeeous Liear Sysems April 2, 23 I his oe, we describe he Jorda ormal form of a marix ad use i o solve a geeral homogeeous

More information

The Moment Approximation of the First Passage Time for the Birth Death Diffusion Process with Immigraton to a Moving Linear Barrier

The Moment Approximation of the First Passage Time for the Birth Death Diffusion Process with Immigraton to a Moving Linear Barrier America Joural of Applied Mahemaics ad Saisics, 015, Vol. 3, No. 5, 184-189 Available olie a hp://pubs.sciepub.com/ajams/3/5/ Sciece ad Educaio Publishig DOI:10.1691/ajams-3-5- The Mome Approximaio of

More information

STRONG CONVERGENCE OF MODIFIED MANN ITERATIONS FOR LIPSCHITZ PSEUDOCONTRACTIONS

STRONG CONVERGENCE OF MODIFIED MANN ITERATIONS FOR LIPSCHITZ PSEUDOCONTRACTIONS Joura of Mahemaica Scieces: Advaces ad Appicaios Voume, Number, 009, Pages 47-59 STRONG CONVERGENCE OF MODIFIED MANN ITERATIONS FOR LIPSCHITZ PSEUDOCONTRACTIONS JING HAN ad YISHENG SONG Mahmaicas ad Sciece

More information

Department of Mathematical and Statistical Sciences University of Alberta

Department of Mathematical and Statistical Sciences University of Alberta MATH 4 (R) Wier 008 Iermediae Calculus I Soluios o Problem Se # Due: Friday Jauary 8, 008 Deparme of Mahemaical ad Saisical Scieces Uiversiy of Albera Quesio. [Sec.., #] Fid a formula for he geeral erm

More information

A Note on Random k-sat for Moderately Growing k

A Note on Random k-sat for Moderately Growing k A Noe o Radom k-sat for Moderaely Growig k Ju Liu LMIB ad School of Mahemaics ad Sysems Sciece, Beihag Uiversiy, Beijig, 100191, P.R. Chia juliu@smss.buaa.edu.c Zogsheg Gao LMIB ad School of Mahemaics

More information

APPROXIMATE SOLUTION OF FRACTIONAL DIFFERENTIAL EQUATIONS WITH UNCERTAINTY

APPROXIMATE SOLUTION OF FRACTIONAL DIFFERENTIAL EQUATIONS WITH UNCERTAINTY APPROXIMATE SOLUTION OF FRACTIONAL DIFFERENTIAL EQUATIONS WITH UNCERTAINTY ZHEN-GUO DENG ad GUO-CHENG WU 2, 3 * School of Mahemaics ad Iformaio Sciece, Guagi Uiversiy, Naig 534, PR Chia 2 Key Laboraory

More information

Lecture 9: Polynomial Approximations

Lecture 9: Polynomial Approximations CS 70: Complexiy Theory /6/009 Lecure 9: Polyomial Approximaios Isrucor: Dieer va Melkebeek Scribe: Phil Rydzewski & Piramaayagam Arumuga Naiar Las ime, we proved ha o cosa deph circui ca evaluae he pariy

More information

1. Solve by the method of undetermined coefficients and by the method of variation of parameters. (4)

1. Solve by the method of undetermined coefficients and by the method of variation of parameters. (4) 7 Differeial equaios Review Solve by he mehod of udeermied coefficies ad by he mehod of variaio of parameers (4) y y = si Soluio; we firs solve he homogeeous equaio (4) y y = 4 The correspodig characerisic

More information

The Journal of Fuzzy Mathematics

The Journal of Fuzzy Mathematics The Joural of Fuzzy Mahemaics THE JOURNL OF FUZZY MTHEMTICS Edior-i-Chief Hu Cheg-mig Volume 3 Number 05 INTERNTIONL FUZZY MTHEMTICS INSTITUTE Los geles US THE JOURNL OF FUZZY MTHEMTICS Volume 3 Number

More information

INTERNATIONAL JOURNAL OF APPLIED ENGINEERING RESEARCH, DINDIGUL Volume 1, No 3, 2010

INTERNATIONAL JOURNAL OF APPLIED ENGINEERING RESEARCH, DINDIGUL Volume 1, No 3, 2010 Fixed Poits theorem i Fuzzy Metric Space for weakly Compatible Maps satisfyig Itegral type Iequality Maish Kumar Mishra 1, Priyaka Sharma 2, Ojha D.B 3 1 Research Scholar, Departmet of Mathematics, Sighaia

More information

Mean Square Convergent Finite Difference Scheme for Stochastic Parabolic PDEs

Mean Square Convergent Finite Difference Scheme for Stochastic Parabolic PDEs America Joural of Compuaioal Mahemaics, 04, 4, 80-88 Published Olie Sepember 04 i SciRes. hp://www.scirp.org/joural/ajcm hp://dx.doi.org/0.436/ajcm.04.4404 Mea Square Coverge Fiie Differece Scheme for

More information

The Solution of the One Species Lotka-Volterra Equation Using Variational Iteration Method ABSTRACT INTRODUCTION

The Solution of the One Species Lotka-Volterra Equation Using Variational Iteration Method ABSTRACT INTRODUCTION Malaysia Joural of Mahemaical Scieces 2(2): 55-6 (28) The Soluio of he Oe Species Loka-Volerra Equaio Usig Variaioal Ieraio Mehod B. Baiha, M.S.M. Noorai, I. Hashim School of Mahemaical Scieces, Uiversii

More information

Notes 03 largely plagiarized by %khc

Notes 03 largely plagiarized by %khc 1 1 Discree-Time Covoluio Noes 03 largely plagiarized by %khc Le s begi our discussio of covoluio i discree-ime, sice life is somewha easier i ha domai. We sar wih a sigal x[] ha will be he ipu io our

More information

MATH 507a ASSIGNMENT 4 SOLUTIONS FALL 2018 Prof. Alexander. g (x) dx = g(b) g(0) = g(b),

MATH 507a ASSIGNMENT 4 SOLUTIONS FALL 2018 Prof. Alexander. g (x) dx = g(b) g(0) = g(b), MATH 57a ASSIGNMENT 4 SOLUTIONS FALL 28 Prof. Alexader (2.3.8)(a) Le g(x) = x/( + x) for x. The g (x) = /( + x) 2 is decreasig, so for a, b, g(a + b) g(a) = a+b a g (x) dx b so g(a + b) g(a) + g(b). Sice

More information

COMMON FIXED POINT THEOREM USING CONTROL FUNCTION AND PROPERTY (CLR G ) IN FUZZY METRIC SPACES

COMMON FIXED POINT THEOREM USING CONTROL FUNCTION AND PROPERTY (CLR G ) IN FUZZY METRIC SPACES Iteratioal Joural of Physics ad Mathematical Scieces ISSN: 2277-2111 (Olie) A Ope Access, Olie Iteratioal Joural Available at http://wwwcibtechorg/jpmshtm 2014 Vol 4 (2) April-Jue, pp 68-73/Asati et al

More information

COMMON FIXED POINT THEOREMS IN FUZZY METRIC SPACES FOR SEMI-COMPATIBLE MAPPINGS

COMMON FIXED POINT THEOREMS IN FUZZY METRIC SPACES FOR SEMI-COMPATIBLE MAPPINGS PK ISSN 0022-2941; CODEN JNSMAC Vol. 49, No.1 & 2 (April & October 2009) PP 33-47 COMMON FIXED POINT THEOREMS IN FUZZY METRIC SPACES FOR SEMI-COMPATIBLE MAPPINGS *M. A. KHAN, *SUMITRA AND ** R. CHUGH *Departmet

More information

DIFFERENTIAL EQUATIONS

DIFFERENTIAL EQUATIONS DIFFERENTIAL EQUATIONS M.A. (Previous) Direcorae of Disace Educaio Maharshi Dayaad Uiversiy ROHTAK 4 Copyrigh 3, Maharshi Dayaad Uiversiy, ROHTAK All Righs Reserved. No par of his publicaio may be reproduced

More information

Product of Fuzzy Metric Spaces and Fixed Point Theorems

Product of Fuzzy Metric Spaces and Fixed Point Theorems In. J. Conemp. Mah. Sciences, Vol. 3, 2008, no. 15, 703-712 Produc of Fuzzy Meric Spaces and Fixed Poin Theorems Mohd. Rafi Segi Rahma School of Applied Mahemaics The Universiy of Noingham Malaysia Campus

More information

A Common Fixed Point Theorem in Intuitionistic Fuzzy. Metric Space by Using Sub-Compatible Maps

A Common Fixed Point Theorem in Intuitionistic Fuzzy. Metric Space by Using Sub-Compatible Maps It. J. Cotemp. Math. Scieces, Vol. 5, 2010, o. 55, 2699-2707 A Commo Fixed Poit Theorem i Ituitioistic Fuzzy Metric Space by Usig Sub-Compatible Maps Saurabh Maro*, H. Bouharjera** ad Shivdeep Sigh***

More information

On The Generalized Type and Generalized Lower Type of Entire Function in Several Complex Variables With Index Pair (p, q)

On The Generalized Type and Generalized Lower Type of Entire Function in Several Complex Variables With Index Pair (p, q) O he eeralized ye ad eeralized Lower ye of Eire Fucio i Several Comlex Variables Wih Idex Pair, Aima Abdali Jaffar*, Mushaq Shakir A Hussei Dearme of Mahemaics, College of sciece, Al-Musasiriyah Uiversiy,

More information

The analysis of the method on the one variable function s limit Ke Wu

The analysis of the method on the one variable function s limit Ke Wu Ieraioal Coferece o Advaces i Mechaical Egieerig ad Idusrial Iformaics (AMEII 5) The aalysis of he mehod o he oe variable fucio s i Ke Wu Deparme of Mahemaics ad Saisics Zaozhuag Uiversiy Zaozhuag 776

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

Extended Laguerre Polynomials

Extended Laguerre Polynomials I J Coemp Mah Scieces, Vol 7, 1, o, 189 194 Exeded Laguerre Polyomials Ada Kha Naioal College of Busiess Admiisraio ad Ecoomics Gulberg-III, Lahore, Pakisa adakhaariq@gmailcom G M Habibullah Naioal College

More information

Approximating Solutions for Ginzburg Landau Equation by HPM and ADM

Approximating Solutions for Ginzburg Landau Equation by HPM and ADM Available a hp://pvamu.edu/aam Appl. Appl. Mah. ISSN: 193-9466 Vol. 5, No. Issue (December 1), pp. 575 584 (Previously, Vol. 5, Issue 1, pp. 167 1681) Applicaios ad Applied Mahemaics: A Ieraioal Joural

More information

Review Exercises for Chapter 9

Review Exercises for Chapter 9 0_090R.qd //0 : PM Page 88 88 CHAPTER 9 Ifiie Series I Eercises ad, wrie a epressio for he h erm of he sequece..,., 5, 0,,,, 0,... 7,... I Eercises, mach he sequece wih is graph. [The graphs are labeled

More information

Samuel Sindayigaya 1, Nyongesa L. Kennedy 2, Adu A.M. Wasike 3

Samuel Sindayigaya 1, Nyongesa L. Kennedy 2, Adu A.M. Wasike 3 Ieraioal Joural of Saisics ad Aalysis. ISSN 48-9959 Volume 6, Number (6, pp. -8 Research Idia Publicaios hp://www.ripublicaio.com The Populaio Mea ad is Variace i he Presece of Geocide for a Simple Birh-Deah-

More information

arxiv:math/ v1 [math.fa] 1 Feb 1994

arxiv:math/ v1 [math.fa] 1 Feb 1994 arxiv:mah/944v [mah.fa] Feb 994 ON THE EMBEDDING OF -CONCAVE ORLICZ SPACES INTO L Care Schü Abrac. I [K S ] i wa how ha Ave ( i a π(i) ) π i equivale o a Orlicz orm whoe Orlicz fucio i -cocave. Here we

More information

International journal of Engineering Research-Online A Peer Reviewed International Journal Articles available online

International journal of Engineering Research-Online A Peer Reviewed International Journal Articles available online Ieraioal joural of Egieerig Research-Olie A Peer Reviewed Ieraioal Joural Aricles available olie hp://www.ijoer.i Vol.., Issue.., 3 RESEARCH ARTICLE INTEGRAL SOLUTION OF 3 G.AKILA, M.A.GOPALAN, S.VIDHYALAKSHMI

More information

Additional Tables of Simulation Results

Additional Tables of Simulation Results Saisica Siica: Suppleme REGULARIZING LASSO: A CONSISTENT VARIABLE SELECTION METHOD Quefeg Li ad Ju Shao Uiversiy of Wiscosi, Madiso, Eas Chia Normal Uiversiy ad Uiversiy of Wiscosi, Madiso Supplemeary

More information

Solution. 1 Solutions of Homework 6. Sangchul Lee. April 28, Problem 1.1 [Dur10, Exercise ]

Solution. 1 Solutions of Homework 6. Sangchul Lee. April 28, Problem 1.1 [Dur10, Exercise ] Soluio Sagchul Lee April 28, 28 Soluios of Homework 6 Problem. [Dur, Exercise 2.3.2] Le A be a sequece of idepede eves wih PA < for all. Show ha P A = implies PA i.o. =. Proof. Noice ha = P A c = P A c

More information

Chapter 6 Infinite Series

Chapter 6 Infinite Series Chapter 6 Ifiite Series I the previous chapter we cosidered itegrals which were improper i the sese that the iterval of itegratio was ubouded. I this chapter we are goig to discuss a topic which is somewhat

More information

STK4080/9080 Survival and event history analysis

STK4080/9080 Survival and event history analysis STK48/98 Survival ad eve hisory aalysis Marigales i discree ime Cosider a sochasic process The process M is a marigale if Lecure 3: Marigales ad oher sochasic processes i discree ime (recap) where (formally

More information

INVESTMENT PROJECT EFFICIENCY EVALUATION

INVESTMENT PROJECT EFFICIENCY EVALUATION 368 Miljeko Crjac Domiika Crjac INVESTMENT PROJECT EFFICIENCY EVALUATION Miljeko Crjac Professor Faculy of Ecoomics Drsc Domiika Crjac Faculy of Elecrical Egieerig Osijek Summary Fiacial efficiecy of ivesme

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

Completeness of Random Exponential System in Half-strip

Completeness of Random Exponential System in Half-strip 23-24 Prepri for School of Mahemaical Scieces, Beijig Normal Uiversiy Compleeess of Radom Expoeial Sysem i Half-srip Gao ZhiQiag, Deg GuaTie ad Ke SiYu School of Mahemaical Scieces, Laboraory of Mahemaics

More information

Homotopy Analysis Method for Solving Fractional Sturm-Liouville Problems

Homotopy Analysis Method for Solving Fractional Sturm-Liouville Problems Ausralia Joural of Basic ad Applied Scieces, 4(1): 518-57, 1 ISSN 1991-8178 Homoopy Aalysis Mehod for Solvig Fracioal Surm-Liouville Problems 1 A Neamay, R Darzi, A Dabbaghia 1 Deparme of Mahemaics, Uiversiy

More information

Actuarial Society of India

Actuarial Society of India Acuarial Sociey of Idia EXAMINAIONS Jue 5 C4 (3) Models oal Marks - 5 Idicaive Soluio Q. (i) a) Le U deoe he process described by 3 ad V deoe he process described by 4. he 5 e 5 PU [ ] PV [ ] ( e ).538!

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

BIBECHANA A Multidisciplinary Journal of Science, Technology and Mathematics

BIBECHANA A Multidisciplinary Journal of Science, Technology and Mathematics Biod Prasad Dhaal / BIBCHANA 9 (3 5-58 : BMHSS,.5 (Olie Publicaio: Nov., BIBCHANA A Mulidisciliary Joural of Sciece, Techology ad Mahemaics ISSN 9-76 (olie Joural homeage: h://ejol.ifo/idex.h/bibchana

More information

Convergence of Solutions for an Equation with State-Dependent Delay

Convergence of Solutions for an Equation with State-Dependent Delay Joural of Mahemaical Aalysis ad Applicaios 254, 4432 2 doi:6jmaa2772, available olie a hp:wwwidealibrarycom o Covergece of Soluios for a Equaio wih Sae-Depede Delay Maria Barha Bolyai Isiue, Uiersiy of

More information

Persistence of Elliptic Lower Dimensional Invariant Tori for Small Perturbation of Degenerate Integrable Hamiltonian Systems

Persistence of Elliptic Lower Dimensional Invariant Tori for Small Perturbation of Degenerate Integrable Hamiltonian Systems JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS 08, 37387 997 ARTICLE NO. AY97533 Persisece of Ellipic Lower Dimesioal Ivaria Tori for Small Perurbaio of Degeerae Iegrable Hamiloia Sysems Xu Juxiag Deparme

More information

BEST LINEAR FORECASTS VS. BEST POSSIBLE FORECASTS

BEST LINEAR FORECASTS VS. BEST POSSIBLE FORECASTS BEST LINEAR FORECASTS VS. BEST POSSIBLE FORECASTS Opimal ear Forecasig Alhough we have o meioed hem explicily so far i he course, here are geeral saisical priciples for derivig he bes liear forecas, ad

More information

Some Fixed Point Theorems of Semi Compatible and Occasionally Weakly Compatible Mappings in Menger Space

Some Fixed Point Theorems of Semi Compatible and Occasionally Weakly Compatible Mappings in Menger Space America Joural of Alied Mahemaics ad Saisics, 05, Vol. 3, No., 9-33 Available olie a h://ubs.scieub.com/ajams/3//6 Sciece ad Educaio Publishig DOI:0.69/ajams-3--6 Some Fixed Poi Theorems of Semi Comaible

More information

Big O Notation for Time Complexity of Algorithms

Big O Notation for Time Complexity of Algorithms BRONX COMMUNITY COLLEGE of he Ciy Uiversiy of New York DEPARTMENT OF MATHEMATICS AND COMPUTER SCIENCE CSI 33 Secio E01 Hadou 1 Fall 2014 Sepember 3, 2014 Big O Noaio for Time Complexiy of Algorihms Time

More information

CLOSED FORM EVALUATION OF RESTRICTED SUMS CONTAINING SQUARES OF FIBONOMIAL COEFFICIENTS

CLOSED FORM EVALUATION OF RESTRICTED SUMS CONTAINING SQUARES OF FIBONOMIAL COEFFICIENTS PB Sci Bull, Series A, Vol 78, Iss 4, 2016 ISSN 1223-7027 CLOSED FORM EVALATION OF RESTRICTED SMS CONTAINING SQARES OF FIBONOMIAL COEFFICIENTS Emrah Kılıc 1, Helmu Prodiger 2 We give a sysemaic approach

More information

II. EXPANSION MAPPINGS WITH FIXED POINTS

II. EXPANSION MAPPINGS WITH FIXED POINTS Geeralizatio Of Selfmaps Ad Cotractio Mappig Priciple I D-Metric Space. U.P. DOLHARE Asso. Prof. ad Head,Departmet of Mathematics,D.S.M. College Jitur -431509,Dist. Parbhai (M.S.) Idia ABSTRACT Large umber

More information

ON THE n-th ELEMENT OF A SET OF POSITIVE INTEGERS

ON THE n-th ELEMENT OF A SET OF POSITIVE INTEGERS Aales Uiv. Sci. Budapes., Sec. Comp. 44 05) 53 64 ON THE -TH ELEMENT OF A SET OF POSITIVE INTEGERS Jea-Marie De Koick ad Vice Ouelle Québec, Caada) Commuicaed by Imre Káai Received July 8, 05; acceped

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

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

Solutions to Problems 3, Level 4

Solutions to Problems 3, Level 4 Soluios o Problems 3, Level 4 23 Improve he resul of Quesio 3 whe l. i Use log log o prove ha for real >, log ( {}log + 2 d log+ P ( + P ( d 2. Here P ( is defied i Quesio, ad parial iegraio has bee used.

More information

MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES. Boundary Value Problem for the Higher Order Equation with Fractional Derivative

MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES. Boundary Value Problem for the Higher Order Equation with Fractional Derivative Malaysia Joural of Maheaical Scieces 7(): 3-7 (3) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES Joural hoepage: hp://eispe.up.edu.y/joural Boudary Value Proble for he Higher Order Equaio wih Fracioal Derivaive

More information

n=1 a n is the sequence (s n ) n 1 n=1 a n converges to s. We write a n = s, n=1 n=1 a n

n=1 a n is the sequence (s n ) n 1 n=1 a n converges to s. We write a n = s, n=1 n=1 a n Series. Defiitios ad first properties A series is a ifiite sum a + a + a +..., deoted i short by a. The sequece of partial sums of the series a is the sequece s ) defied by s = a k = a +... + a,. k= Defiitio

More information

The Connection between the Basel Problem and a Special Integral

The Connection between the Basel Problem and a Special Integral Applied Mahemaics 4 5 57-584 Published Olie Sepember 4 i SciRes hp://wwwscirporg/joural/am hp://ddoiorg/436/am45646 The Coecio bewee he Basel Problem ad a Special Iegral Haifeg Xu Jiuru Zhou School of

More information

A Common Fixed Point Theorem Using Compatible Mappings of Type (A-1)

A Common Fixed Point Theorem Using Compatible Mappings of Type (A-1) Aals of Pure ad Applied Mathematics Vol. 4, No., 07, 55-6 ISSN: 79-087X (P), 79-0888(olie) Published o 7 September 07 www.researchmathsci.org DOI: http://dx.doi.org/0.457/apam.v4a8 Aals of A Commo Fixed

More information

COS 522: Complexity Theory : Boaz Barak Handout 10: Parallel Repetition Lemma

COS 522: Complexity Theory : Boaz Barak Handout 10: Parallel Repetition Lemma COS 522: Complexiy Theory : Boaz Barak Hadou 0: Parallel Repeiio Lemma Readig: () A Parallel Repeiio Theorem / Ra Raz (available o his websie) (2) Parallel Repeiio: Simplificaios ad he No-Sigallig Case

More information