The Computation of Common Infinity-norm Lyapunov Functions for Linear Switched Systems
|
|
- Bruno Woods
- 5 years ago
- Views:
Transcription
1 ISS Egd UK Jour of Iformto d Comutg Scece Vo. 6 o The Comutto of Commo Ifty-orm yuov Fuctos for er Swtched Systems Zheg Che Y Go Busess Schoo Uversty of Shgh for Scece d Techoogy Shgh 93 Ch Fcuty of Scece gbo Uversty of Techoogy gbo 356 Ch Receved r 9 cceted y 7 ) bstrct. Ths er studes the robem of the comutto of commo fty-orm yuov fuctos. For set of cotuous-tme TI systems or dscrete-tme TI systems whose system mtrces re uer trgur form or ower trgur form t s roved tht there exst commo fty-orm yuov fuctos for them. The four gorthms of comutg commo fty-orm yuov fuctos re reseted. Fy sever exmes re sted. Keywords: Commo yuov fuctos fty-orm swtched systems. Itroducto swtched systems s oe tht combes cotuous or dscrete ) dymcs wth ogc-bsed swtchg mechsm tht determes brut mode swtches the system oerto t vrous ots tme []. ost reserch hs bee devoted to the stbty of swtched systems [-4]. s we ow yuov fuctos y mortt roe the stbty theory of cotro systems for some tme. I vew of ths cosderbe mout of recet wor hs focused o yg smr des to swtched systems. ost recety my uthors hve derved codtos for the stbty of er swtched systems bsed o the exstece of commo yuov fuctos for ther costtuet systems [5-7]. For umerc d rctc resos commo qudrtc yuov fuctos re usuy chose [8-]. Howeverqudrtc yuov fuctos c be too coservto d efforts hve bee devoted to the deveomet of other tyes of commo yuov fuctos. Commo fty-orm yuov fuctos re mortt oe whch hve bee studed to cosderbe extet [-]. How to comute commo yuov fuctos s of mortce becuse ths w rovde some megfu resuts of cotro systems. I ths er we gve gorthms of comutg commo fty-orm yuov fuctos.. Premres Throughout ths ote the foowg otto s used: et R deote re dmeso sce. m R deotes the set of m re mtrces. s the coverse of R. The orms x re defed by d x x = = ) Ths wor ws suorted by to Scece Foudto of Ch uder grt: ) Shgh edg dsce rojectuder grt:s35) Scetfc reserch rojects of Zhejg Educto Dertmet uder grt:y675) Pubshed by Word cdemc Press Word cdemc Uo
2 6 Zheg Che et : The Comutto of Commo Ifty-orm yuov Fuctos for er Swtched Systems The fty orm of mtrx Cosder fmy of er systems Defto fucto x mx x. = s defed by R mx = j= j x& = x x R R =. ) V x) = Wx W R s sd to be commo yuov fucto of the er systems ) f there exst mtrces such tht d m = Q R W = QW ) m q jj q j 3) for j m. q j etres of the mtrx Q. Gve set of stbe dscrete-tme TI systems descrbed by the foowg equtos = j x t ) = x t) x R R =. 4) Defto The fucto of the vector orm form V x) = Wx W R m R W ) = s sd to be commo fty-orm yuov fucto for the set of systems4) f there exst mtrces m Q R = such tht w hve the mtrx retos d for. W = QW 5) Q 6) 3. Comutto of commo fty-orm yuov fuctos or et us cosder = ) or 4) hve the form s foows The foowg we gve the theorem beow.. JIC em for cotrbuto: edtor@jc.org.u
3 Jour of Iformto d Comutg Scece Vo. 6 ) o JIC em for subscrto: ubshg@wu.org.u 63 Theorem et R = be Hurwtz such tht re uer trgur mtrces the systems ) shre commo fty-orm yuov fucto = Wx x V ) where = W d > >. Proof. From ) we hve = W W Q = = =. 7) otcg 3) we hve ) 3 3 =. 8) Sce re Hurwtz 8) re wys true. By ) ) ) we get ) ) ). So c be equ to y umber )) m ) ) ) d we c fx. Smry geer we ) d ) m ).
4 64 Zheg Che et : The Comutto of Commo Ifty-orm yuov Fuctos for er Swtched Systems Fy we obt. Ths cometes the roof. Bsed o the roof bove we c get the gorthm of comutg commo fty-orm yuov fuctos. gorthm Deote = m ) =. ) ) ) ) Ste Comute m ). For y m )) outut ) ) Ste Set = Ste 3 Comute for y ) outut Ste 4 = Ste 5 If goto ste otherwse sto Ste 6 utut V x) = Wx. I wht foows we gve exme. Suose = = ). By comutg we c get 8 W =. Whe re ower trgur mtrces we hve the foowg theorem. Theorem et R = be Hurwtz such tht re ower trgur mtrces the systems ) shre commo fty-orm yuov fucto V x) = Wx where d W = > >. The roof of ths theorem s smr to Theorem so the roof s omtted here. I wht foows we gve the gorthm. gorthm JIC em for cotrbuto: edtor@jc.org.u
5 Jour of Iformto d Comutg Scece Vo. 6 ) o Deote B = m ) ) ) ) ) =. Ste Comute m ) for y m )) Ste Set = Ste 3 Comute B. For y B ) outut Ste 4 = Ste 5 If goto ste otherwse sto Ste 6 utut V x) = Wx. I wht foows we gve exme. Suose outut = = ). By comutg we c get W =. 8 ext we cosder dscrete-tme TI systems. Theorem 3 et R = be Schur such tht re uer trgur mtrces the systems 4) shre commo fty-orm yuov fucto V x) = Wx Where d Proof: Smr to Theorem Q = otcg 3) we hve W =. > > =. JIC em for subscrto: ubshg@wu.org.u
6 66 Zheg Che et : The Comutto of Commo Ifty-orm yuov Fuctos for er Swtched Systems Sce 3 3 9) ) re Schur 9) re wys true. By we get ) ) ) ) ) ) ) ). So c be equ to y umber m )) d we c fx. Smry geer we Fy we obt ) cometes the roof. Bsed o the roof bove we c get the gorthm 3. gorthm 3 Deote C = m ) d ) m ). otcg re Schur so > =.Ths =. ) ) Ste Comute m ) for y m )) outut ) ) Ste Set = Ste 3 Comute C. For y C ) outut Ste 4 = Ste 5 If goto ste otherwse sto Ste 6 utut V x) = Wx I wht foows we gve exme. ). JIC em for cotrbuto: edtor@jc.org.u
7 Jour of Iformto d Comutg Scece Vo. 6 ) o Suose = = 4). By comutg we c get 3 W =. 4 Smry we c obt Theorem 4. Theorem 4 et R = be Schur such tht re ower trgur mtrces the systems 4) shre commo fty-orm yuov fucto V x) = Wx where d W =. > > Bsed o the roof bove we c get the gorthm 4. gorthm 4 Deote D = m =. ) Ste Comute m ). For y m )) outut Ste Set = Ste 3 Comute D for y D ) outut Ste 4 = Ste 5 If goto ste otherwse sto Ste 6 utut V x) = Wx. I wht foows we gve exme. JIC em for subscrto: ubshg@wu.org.u
8 68 Zheg Che et : The Comutto of Commo Ifty-orm yuov Fuctos for er Swtched Systems Suose 4. Cocusos = 3 4 = 4). By comutg we c get 4 4 W =. 8 3 I ths er we de wth the robem of the comutto of commo fty-orm yuov fuctos for cotuous-tme TI systems or dscrete-tme TI systems. For systems mtrces re uer trgur form or ower trgur form we reset ytc methods d fesbe gorthms re ddressed. 5. Refereces [] D. berzo. Swtchg systems d cotro []. Brhuser Bosto Ju 3. [] D. berzo.s.orse. Bsc robems o stbty d desg of swtched systems [J]. IEEE Cotro System gze ):59-7. [3] T Huqg Zog. Stbzto of swtched systems v comoste qudrtc fuctos[j]. IEEE Trsctos o utomtc Cotro. 8 53): [4]. Gurvts R. Shorte d. so. the stbty of swtched ostve er systems [J]. IEEE Trsctos o utomtc Cotro. 7 56): [5] D.Cheg. Guo d J.Hug. qudrtc yuov fuctos[j]. IEEE Trsctos o utomtc Cotro ): [6] F. Kor. so d R. Shorte. coostve er yuov fuctos for sets of er ostve systems. utomtc ): [7] T HuZog. Proertes of the comoste qudrtc yuov fuctos[j]. IEEE Trsctos o utomtc Cotro ): [8]. so. Swtched Systems covex coes d commo yuov fuctos. Ph.D Thess. UI yooth 4. [9] R.. Shorte K.S. redr d. so. resut o commo qudrtc yuov fuctos [J]. IEEE Trsctos o utomtc Cotro. 3 48): -3. []. so d R.. Shorte commo qudrtc yuov fuctos for stbe dscrete-tme TI systems[j]. I Jour of ed themtcs. 4 59: []. Pos. fty orm s yuov fuctos for er systems [J]. IEEE Trsctos o utomtc Cotro ): []. Pos. yuov fucto costructo by er rogrmmg [J]. IEEE Trsctos o utomtc Cotro ):3-6. JIC em for cotrbuto: edtor@jc.org.u
European Journal of Mathematics and Computer Science Vol. 3 No. 1, 2016 ISSN ISSN
Euroe Jour of Mthemtcs d omuter Scece Vo. No. 6 ISSN 59-995 ISSN 59-995 ON AN INVESTIGATION O THE MATRIX O THE SEOND PARTIA DERIVATIVE IN ONE EONOMI DYNAMIS MODE S. I. Hmdov Bu Stte Uverst ABSTRAT The
More informationAbstract. 1. Introduction
Joura of Mathematca Sceces: Advaces ad Appcatos Voume 4 umber 2 2 Pages 33-34 COVERGECE OF HE PROJECO YPE SHKAWA ERAO PROCESS WH ERRORS FOR A FE FAMY OF OSEF -ASYMPOCAY QUAS-OEXPASVE MAPPGS HUA QU ad S-SHEG
More information= lim. (x 1 x 2... x n ) 1 n. = log. x i. = M, n
.. Soluto of Problem. M s obvously cotuous o ], [ ad ], [. Observe that M x,..., x ) M x,..., x ) )..) We ext show that M s odecreasg o ], [. Of course.) mles that M s odecreasg o ], [ as well. To show
More informationAvailable online through
Avlble ole through wwwmfo FIXED POINTS FOR NON-SELF MAPPINGS ON CONEX ECTOR METRIC SPACES Susht Kumr Moht* Deprtmet of Mthemtcs West Begl Stte Uverst Brst 4 PrgsNorth) Kolt 76 West Begl Id E-ml: smwbes@yhoo
More informationOn Several Inequalities Deduced Using a Power Series Approach
It J Cotemp Mth Sceces, Vol 8, 203, o 8, 855-864 HIKARI Ltd, wwwm-hrcom http://dxdoorg/02988/jcms2033896 O Severl Iequltes Deduced Usg Power Seres Approch Lored Curdru Deprtmet of Mthemtcs Poltehc Uversty
More informationChapter Unary Matrix Operations
Chpter 04.04 Ury trx Opertos After redg ths chpter, you should be ble to:. kow wht ury opertos mes,. fd the trspose of squre mtrx d t s reltoshp to symmetrc mtrces,. fd the trce of mtrx, d 4. fd the ermt
More informationPOWERS OF COMPLEX PERSYMMETRIC ANTI-TRIDIAGONAL MATRICES WITH CONSTANT ANTI-DIAGONALS
IRRS 9 y 04 wwwrppresscom/volumes/vol9issue/irrs_9 05pdf OWERS OF COLE ERSERIC I-RIIGOL RICES WIH COS I-IGOLS Wg usu * Q e Wg Hbo & ue College of Scece versty of Shgh for Scece d echology Shgh Ch 00093
More informationSequences and summations
Lecture 0 Sequeces d summtos Istructor: Kgl Km CSE) E-ml: kkm0@kokuk.c.kr Tel. : 0-0-9 Room : New Mleum Bldg. 0 Lb : New Egeerg Bldg. 0 All sldes re bsed o CS Dscrete Mthemtcs for Computer Scece course
More informationHypercyclic Functions for Backward and Bilateral Shift Operators. Faculty of Science, Ain Shams University, Cairo, Egypt 2 Department of Mathematics,
Jourl of themtcs d Sttstcs 5 (3):78-82, 29 ISSN 549-3644 29 Scece ublctos Hyercyclc Fuctos for Bcwrd d Blterl Shft Oertors N Fred, 2 ZA Hss d 3 A orsy Dertmet of themtcs, Fculty of Scece, A Shms Uversty,
More informationJournal Of Inequalities And Applications, 2008, v. 2008, p
Ttle O verse Hlbert-tye equaltes Authors Chagja, Z; Cheug, WS Ctato Joural Of Iequaltes Ad Alcatos, 2008, v. 2008,. 693248 Issued Date 2008 URL htt://hdl.hadle.et/0722/56208 Rghts Ths work s lcesed uder
More informationComputations with large numbers
Comutatos wth large umbers Wehu Hog, Det. of Math, Clayto State Uversty, 2 Clayto State lvd, Morrow, G 326, Mgshe Wu, Det. of Mathematcs, Statstcs, ad Comuter Scece, Uversty of Wscos-Stout, Meomoe, WI
More informationMATRIX AND VECTOR NORMS
Numercl lyss for Egeers Germ Jord Uversty MTRIX ND VECTOR NORMS vector orm s mesure of the mgtude of vector. Smlrly, mtr orm s mesure of the mgtude of mtr. For sgle comoet etty such s ordry umers, the
More informationStats & Summary
Stts 443.3 & 85.3 Summr The Woodbur Theorem BCD B C D B D where the verses C C D B, d est. Block Mtrces Let the m mtr m q q m be rttoed to sub-mtrces,,,, Smlrl rtto the m k mtr B B B mk m B B l kl Product
More informationA Family of Non-Self Maps Satisfying i -Contractive Condition and Having Unique Common Fixed Point in Metrically Convex Spaces *
Advaces Pure Matheatcs 0 80-84 htt://dxdoorg/0436/a04036 Publshed Ole July 0 (htt://wwwscrporg/oural/a) A Faly of No-Self Mas Satsfyg -Cotractve Codto ad Havg Uque Coo Fxed Pot Metrcally Covex Saces *
More informationOn the characteristics of partial differential equations
Sur les caractérstques des équatos au dérvées artelles Bull Soc Math Frace 5 (897) 8- O the characterstcs of artal dfferetal equatos By JULES BEUDON Traslated by D H Delhech I a ote that was reseted to
More informationPatterns of Continued Fractions with a Positive Integer as a Gap
IOSR Jourl of Mthemtcs (IOSR-JM) e-issn: 78-578, -ISSN: 39-765X Volume, Issue 3 Ver III (My - Ju 6), PP -5 wwwosrjourlsorg Ptters of Cotued Frctos wth Postve Iteger s G A Gm, S Krth (Mthemtcs, Govermet
More informationApplication of Generating Functions to the Theory of Success Runs
Aled Mathematcal Sceces, Vol. 10, 2016, o. 50, 2491-2495 HIKARI Ltd, www.m-hkar.com htt://dx.do.org/10.12988/ams.2016.66197 Alcato of Geeratg Fuctos to the Theory of Success Rus B.M. Bekker, O.A. Ivaov
More informationSolutions Manual for Polymer Science and Technology Third Edition
Solutos ul for Polymer Scece d Techology Thrd Edto Joel R. Fred Uer Sddle Rver, NJ Bosto Idols S Frcsco New York Toroto otrel Lodo uch Prs drd Cetow Sydey Tokyo Sgore exco Cty Ths text s ssocted wth Fred/Polymer
More informationConvergence Rates of Density Estimation in Besov Spaces
Aed Mthemtc 58-6 do:436/m75 Pubhed Oe October (htt://wwwscrpor/our/m) Coverece Rte of Dety Etmto Beov Sce Abtrct Huy W Dertmet of Aed Mthemtc Be Uverty of Techooy Be Ch E-m: b865@embuteduc Receved Juy
More informationUnit 9. The Tangent Bundle
Ut 9. The Taget Budle ========================================================================================== ---------- The taget sace of a submafold of R, detfcato of taget vectors wth dervatos at
More informationChapter 7. Bounds for weighted sums of Random Variables
Chpter 7. Bouds for weghted sums of Rdom Vrbles 7. Itroducto Let d 2 be two depedet rdom vrbles hvg commo dstrbuto fucto. Htczeko (998 d Hu d L (2000 vestgted the Rylegh dstrbuto d obted some results bout
More informationThe Mathematical Appendix
The Mathematcal Appedx Defto A: If ( Λ, Ω, where ( λ λ λ whch the probablty dstrbutos,,..., Defto A. uppose that ( Λ,,..., s a expermet type, the σ-algebra o λ λ λ are defed s deoted by ( (,,...,, σ Ω.
More informationMinimizing Total Completion Time in a Flow-shop Scheduling Problems with a Single Server
Joural of Aled Mathematcs & Boformatcs vol. o.3 0 33-38 SSN: 79-660 (rt) 79-6939 (ole) Sceress Ltd 0 Mmzg Total omleto Tme a Flow-sho Schedulg Problems wth a Sgle Server Sh lg ad heg xue-guag Abstract
More informationA Damped Guass-Newton Method for the Generalized Linear Complementarity Problem
Itertol Jourl of Comuter d Iformto Techology (ISSN: 79 764 olume Issue 4 July 3 A Dmed Guss-Newto Method for the Geerlzed Ler Comlemetrty Problem Huju L Houchu Zhou Dertmet of Mthemtcs Ly Uversty L Shdog
More informationA New Method for Decision Making Based on Soft Matrix Theory
Joural of Scetfc esearch & eports 3(5): 0-7, 04; rtcle o. JS.04.5.00 SCIENCEDOMIN teratoal www.scecedoma.org New Method for Decso Mag Based o Soft Matrx Theory Zhmg Zhag * College of Mathematcs ad Computer
More informationSUBCLASS OF HARMONIC UNIVALENT FUNCTIONS ASSOCIATED WITH SALAGEAN DERIVATIVE. Sayali S. Joshi
Faculty of Sceces ad Matheatcs, Uversty of Nš, Serba Avalable at: http://wwwpfacyu/float Float 3:3 (009), 303 309 DOI:098/FIL0903303J SUBCLASS OF ARMONIC UNIVALENT FUNCTIONS ASSOCIATED WIT SALAGEAN DERIVATIVE
More informationAnalytical Approach for the Solution of Thermodynamic Identities with Relativistic General Equation of State in a Mixture of Gases
Itertol Jourl of Advced Reserch Physcl Scece (IJARPS) Volume, Issue 5, September 204, PP 6-0 ISSN 2349-7874 (Prt) & ISSN 2349-7882 (Ole) www.rcourls.org Alytcl Approch for the Soluto of Thermodymc Idettes
More informationCauchy type problems of linear Riemann-Liouville fractional differential equations with variable coefficients
Cuch tpe proes of er Re-ouve frcto dfferet equtos wth vre coeffcets Mo-H K u-cho R u-so Choe Ho Cho O* Fcut of thetcs K Su Uverst Po PRK Correspod uthor E: ro@hooco Astrct: The estece of soutos to Cuch
More informationSemi-Riemann Metric on. the Tangent Bundle and its Index
t J Cotem Math Sceces ol 5 o 3 33-44 Sem-Rema Metrc o the Taet Budle ad ts dex smet Ayha Pamuale Uversty Educato Faculty Dezl Turey ayha@auedutr Erol asar Mers Uversty Art ad Scece Faculty 33343 Mers Turey
More informationResearch Article A New Iterative Method for Common Fixed Points of a Finite Family of Nonexpansive Mappings
Hdaw Publshg Corporato Iteratoal Joural of Mathematcs ad Mathematcal Sceces Volume 009, Artcle ID 391839, 9 pages do:10.1155/009/391839 Research Artcle A New Iteratve Method for Commo Fxed Pots of a Fte
More informationOn the Rational Valued Characters Table of the
Aled Mathematcal Sceces, Vol., 7, o. 9, 95-9 HIKARI Ltd, www.m-hkar.com htts://do.or/.9/ams.7.7576 O the Ratoal Valued Characters Table of the Grou (Q m C Whe m s a Eve Number Raaa Hassa Abass Deartmet
More informationCONTRIBUTION OF KRAFT S INEQUALITY TO CODING THEORY
Pacfc-Asa Joura of Mathematcs, Voume 5, No, Jauary-Jue 20 CONTRIBUTION OF KRAFT S INEQUALITY TO COING THEORY OM PARKASH & PRIYANKA ABSTRACT: Kraft s equaty whch s ecessary ad suffcet codto for the exstece
More informationA Technique for Constructing Odd-order Magic Squares Using Basic Latin Squares
Itertol Jourl of Scetfc d Reserch Publctos, Volume, Issue, My 0 ISSN 0- A Techque for Costructg Odd-order Mgc Squres Usg Bsc Lt Squres Tomb I. Deprtmet of Mthemtcs, Mpur Uversty, Imphl, Mpur (INDIA) tombrom@gml.com
More informationSUM PROPERTIES FOR THE K-LUCAS NUMBERS WITH ARITHMETIC INDEXES
Avlble ole t http://sc.org J. Mth. Comput. Sc. 4 (04) No. 05-7 ISSN: 97-507 SUM PROPERTIES OR THE K-UCAS NUMBERS WITH ARITHMETIC INDEXES BIJENDRA SINGH POOJA BHADOURIA AND OMPRAKASH SIKHWA * School of
More informationå 1 13 Practice Final Examination Solutions - = CS109 Dec 5, 2018
Chrs Pech Fal Practce CS09 Dec 5, 08 Practce Fal Examato Solutos. Aswer: 4/5 8/7. There are multle ways to obta ths aswer; here are two: The frst commo method s to sum over all ossbltes for the rak of
More informationOn Solution of Min-Max Composition Fuzzy Relational Equation
U-Sl Scece Jourl Vol.4()7 O Soluto of M-Mx Coposto Fuzzy eltol Equto N.M. N* Dte of cceptce /5/7 Abstrct I ths pper, M-Mx coposto fuzzy relto equto re studed. hs study s geerlzto of the works of Ohsto
More informationTwo Fuzzy Probability Measures
Two Fuzzy robablty Measures Zdeěk Karíšek Isttute of Mathematcs Faculty of Mechacal Egeerg Bro Uversty of Techology Techcká 2 66 69 Bro Czech Reublc e-mal: karsek@umfmevutbrcz Karel Slavíček System dmstrato
More informationIntroducing Sieve of Eratosthenes as a Theorem
ISSN(Ole 9-8 ISSN (Prt - Iteratoal Joural of Iovatve Research Scece Egeerg ad echolog (A Hgh Imact Factor & UGC Aroved Joural Webste wwwrsetcom Vol Issue 9 Setember Itroducg Seve of Eratosthees as a heorem
More informationNon-uniform Turán-type problems
Joural of Combatoral Theory, Seres A 111 2005 106 110 wwwelsevercomlocatecta No-uform Turá-type problems DhruvMubay 1, Y Zhao 2 Departmet of Mathematcs, Statstcs, ad Computer Scece, Uversty of Illos at
More informationSolving Constrained Flow-Shop Scheduling. Problems with Three Machines
It J Cotemp Math Sceces, Vol 5, 2010, o 19, 921-929 Solvg Costraed Flow-Shop Schedulg Problems wth Three Maches P Pada ad P Rajedra Departmet of Mathematcs, School of Advaced Sceces, VIT Uversty, Vellore-632
More informationArea and the Definite Integral. Area under Curve. The Partition. y f (x) We want to find the area under f (x) on [ a, b ]
Are d the Defte Itegrl 1 Are uder Curve We wt to fd the re uder f (x) o [, ] y f (x) x The Prtto We eg y prttog the tervl [, ] to smller su-tervls x 0 x 1 x x - x -1 x 1 The Bsc Ide We the crete rectgles
More informationIntroduction to local (nonparametric) density estimation. methods
Itroducto to local (oparametrc) desty estmato methods A slecture by Yu Lu for ECE 66 Sprg 014 1. Itroducto Ths slecture troduces two local desty estmato methods whch are Parze desty estmato ad k-earest
More informationLecture 3 Probability review (cont d)
STATS 00: Itroducto to Statstcal Iferece Autum 06 Lecture 3 Probablty revew (cot d) 3. Jot dstrbutos If radom varables X,..., X k are depedet, the ther dstrbuto may be specfed by specfyg the dvdual dstrbuto
More informationPubH 7405: REGRESSION ANALYSIS REGRESSION IN MATRIX TERMS
PubH 745: REGRESSION ANALSIS REGRESSION IN MATRIX TERMS A mtr s dspl of umbers or umercl quttes ld out rectgulr rr of rows d colums. The rr, or two-w tble of umbers, could be rectgulr or squre could be
More informationContinuous Random Variables: Conditioning, Expectation and Independence
Cotuous Radom Varables: Codtog, xectato ad Ideedece Berl Che Deartmet o Comuter cece & Iormato geerg atoal Tawa ormal Uverst Reerece: - D.. Bertsekas, J.. Tstskls, Itroducto to robablt, ectos 3.4-3.5 Codtog
More informationRandom Variables. ECE 313 Probability with Engineering Applications Lecture 8 Professor Ravi K. Iyer University of Illinois
Radom Varables ECE 313 Probablty wth Egeerg Alcatos Lecture 8 Professor Rav K. Iyer Uversty of Illos Iyer - Lecture 8 ECE 313 Fall 013 Today s Tocs Revew o Radom Varables Cumulatve Dstrbuto Fucto (CDF
More informationA Remark on the Uniform Convergence of Some Sequences of Functions
Advaces Pure Mathematcs 05 5 57-533 Publshed Ole July 05 ScRes. http://www.scrp.org/joural/apm http://dx.do.org/0.436/apm.05.59048 A Remark o the Uform Covergece of Some Sequeces of Fuctos Guy Degla Isttut
More informationAn Improvement on Disc Separation of the Schur Complement and Bounds for Determinants of Diagonally Dominant Matrices
ISSN 746-7659, Egd, UK Jor of Iformo d Compg See Vo. 5, No. 3, 2, pp. 224-232 A Improveme o Ds Sepro of he Shr Compeme d Bods for Deerms of Dgoy Dom Mres Zhohog Hg, Tgzh Hg Shoo of Mhem Sees, Uversy of
More informationUnion, Intersection, Product and Direct Product of Prime Ideals
Globl Jourl of Pure d Appled Mthemtcs. ISSN 0973-1768 Volume 11, Number 3 (2015), pp. 1663-1667 Reserch Id Publctos http://www.rpublcto.com Uo, Itersecto, Product d Drect Product of Prme Idels Bdu.P (1),
More informationPreliminary Examinations: Upper V Mathematics Paper 1
relmr Emtos: Upper V Mthemtcs per Jul 03 Emer: G Evs Tme: 3 hrs Modertor: D Grgortos Mrks: 50 INSTRUCTIONS ND INFORMTION Ths questo pper sts of 0 pges, cludg swer Sheet pge 8 d Iformto Sheet pges 9 d 0
More informationPTAS for Bin-Packing
CS 663: Patter Matchg Algorthms Scrbe: Che Jag /9/00. Itroducto PTAS for B-Packg The B-Packg problem s NP-hard. If we use approxmato algorthms, the B-Packg problem could be solved polyomal tme. For example,
More informationMATH 371 Homework assignment 1 August 29, 2013
MATH 371 Homework assgmet 1 August 29, 2013 1. Prove that f a subset S Z has a smallest elemet the t s uque ( other words, f x s a smallest elemet of S ad y s also a smallest elemet of S the x y). We kow
More informationMATH 247/Winter Notes on the adjoint and on normal operators.
MATH 47/Wter 00 Notes o the adjot ad o ormal operators I these otes, V s a fte dmesoal er product space over, wth gve er * product uv, T, S, T, are lear operators o V U, W are subspaces of V Whe we say
More informationD KL (P Q) := p i ln p i q i
Cheroff-Bouds 1 The Geeral Boud Let P 1,, m ) ad Q q 1,, q m ) be two dstrbutos o m elemets, e,, q 0, for 1,, m, ad m 1 m 1 q 1 The Kullback-Lebler dvergece or relatve etroy of P ad Q s defed as m D KL
More information2. Independence and Bernoulli Trials
. Ideedece ad Beroull Trals Ideedece: Evets ad B are deedet f B B. - It s easy to show that, B deedet mles, B;, B are all deedet ars. For examle, ad so that B or B B B B B φ,.e., ad B are deedet evets.,
More informationIntroduction to mathematical Statistics
Itroducto to mthemtcl ttstcs Fl oluto. A grou of bbes ll of whom weghed romtely the sme t brth re rdomly dvded to two grous. The bbes smle were fed formul A; those smle were fed formul B. The weght gs
More informationQT codes. Some good (optimal or suboptimal) linear codes over F. are obtained from these types of one generator (1 u)-
Mathematca Computato March 03, Voume, Issue, PP-5 Oe Geerator ( u) -Quas-Twsted Codes over F uf Ja Gao #, Qog Kog Cher Isttute of Mathematcs, Naka Uversty, Ta, 30007, Cha Schoo of Scece, Shadog Uversty
More informationON NILPOTENCY IN NONASSOCIATIVE ALGEBRAS
Jourl of Algebr Nuber Theory: Advces d Applctos Volue 6 Nuber 6 ges 85- Avlble t http://scetfcdvces.co. DOI: http://dx.do.org/.864/t_779 ON NILOTENCY IN NONASSOCIATIVE ALGERAS C. J. A. ÉRÉ M. F. OUEDRAOGO
More informationMTH 146 Class 7 Notes
7.7- Approxmte Itegrto Motvto: MTH 46 Clss 7 Notes I secto 7.5 we lered tht some defte tegrls, lke x e dx, cot e wrtte terms of elemetry fuctos. So, good questo to sk would e: How c oe clculte somethg
More informationCalculating the Values of Multiple Integrals by Replacing the Integrands Interpolation by Interpolation Polynomial
Jour o omputtos & Modeg vo o -5 ISSN: 79-75 prt 79-5 oe Scepress Ltd cutg te Vues o Mutpe Itegrs by Repcg te Itegrds Iterpoto by Iterpoto Poyom S Nzrov d bduzzov bstrct Te or des t te costructo o mutdmeso
More informationScalability analysis of matrix-matrix multiplication on heterogeneous clusters*
Scbty yss of mtrx-mtrx mutcto o heterogeeous custers* Aexey Kov Isttute for System Progrmmg of Russ Acdemy of Sceces 5, Boshy Kommustchesky str, Moscow 945, Russ k@ssru Abstrct The er s devoted to scbty
More informationA New Method for Solving Fuzzy Linear. Programming by Solving Linear Programming
ppled Matheatcal Sceces Vol 008 o 50 7-80 New Method for Solvg Fuzzy Lear Prograg by Solvg Lear Prograg S H Nasser a Departet of Matheatcs Faculty of Basc Sceces Mazadara Uversty Babolsar Ira b The Research
More informationStrong Convergence of Weighted Averaged Approximants of Asymptotically Nonexpansive Mappings in Banach Spaces without Uniform Convexity
BULLETIN of the MALAYSIAN MATHEMATICAL SCIENCES SOCIETY Bull. Malays. Math. Sc. Soc. () 7 (004), 5 35 Strog Covergece of Weghted Averaged Appromats of Asymptotcally Noepasve Mappgs Baach Spaces wthout
More informationLinear Open Loop Systems
Colordo School of Me CHEN43 Trfer Fucto Ler Ope Loop Sytem Ler Ope Loop Sytem... Trfer Fucto for Smple Proce... Exmple Trfer Fucto Mercury Thermometer... 2 Derblty of Devto Vrble... 3 Trfer Fucto for Proce
More information14.2 Line Integrals. determines a partition P of the curve by points Pi ( xi, y
4. Le Itegrls I ths secto we defe tegrl tht s smlr to sgle tegrl except tht sted of tegrtg over tervl [ ] we tegrte over curve. Such tegrls re clled le tegrls lthough curve tegrls would e etter termology.
More informationNew Power Series Inequalities and Applications
Iteratoa Joura of Mathematca Aayss Vo., 207, o. 20, 973-986 HIKARI Ltd, www.m-har.com htts://do.org/0.2988/jma.207.7924 New Power Seres Ieuates ad Acatos Loredaa Curdaru Deartmet of Mathematcs, Potehca
More information10.2 Series. , we get. which is called an infinite series ( or just a series) and is denoted, for short, by the symbol. i i n
0. Sere I th ecto, we wll troduce ere tht wll be dcug for the ret of th chpter. Wht ere? If we dd ll term of equece, we get whch clled fte ere ( or jut ere) d deoted, for hort, by the ymbol or Doe t mke
More informationOn the Behavior of Positive Solutions of a Difference. equation system:
Aled Mathematcs -8 htt://d.do.org/.6/am..9a Publshed Ole Setember (htt://www.scr.org/joural/am) O the Behavor of Postve Solutos of a Dfferece Equatos Sstem * Decu Zhag Weqag J # Lg Wag Xaobao L Isttute
More informationOn Face Bimagic Labeling of Graphs
IOSR Joural of Mathematcs (IOSR-JM) e-issn: 78-578, p-issn: 319-765X Volume 1, Issue 6 Ver VI (Nov - Dec016), PP 01-07 wwwosrouralsor O Face Bmac Label of Graphs Mohammed Al Ahmed 1,, J Baskar Babuee 1
More informationOn the Primitive Classes of K * KHALED S. FELALI Department of Mathematical Sciences, Umm Al-Qura University, Makkah Al-Mukarramah, Saudi Arabia
JKAU: Sc., O vol. the Prmtve, pp. 55-62 Classes (49 of A.H. K (BU) / 999 A.D.) * 55 O the Prmtve Classes of K * (BU) KHALED S. FELALI Departmet of Mathematcal Sceces, Umm Al-Qura Uversty, Makkah Al-Mukarramah,
More informationChannel Models with Memory. Channel Models with Memory. Channel Models with Memory. Channel Models with Memory
Chael Models wth Memory Chael Models wth Memory Hayder radha Electrcal ad Comuter Egeerg Mchga State Uversty I may ractcal etworkg scearos (cludg the Iteret ad wreless etworks), the uderlyg chaels are
More informationDr. Shalabh Department of Mathematics and Statistics Indian Institute of Technology Kanpur
Aalyss of Varace ad Desg of Exermets-I MODULE II LECTURE - GENERAL LINEAR HYPOTHESIS AND ANALYSIS OF VARIANCE Dr Shalabh Deartmet of Mathematcs ad Statstcs Ida Isttute of Techology Kaur Tukey s rocedure
More informationA Study on Generalized Generalized Quasi hyperbolic Kac Moody algebra QHGGH of rank 10
Global Joural of Mathematcal Sceces: Theory ad Practcal. ISSN 974-3 Volume 9, Number 3 (7), pp. 43-4 Iteratoal Research Publcato House http://www.rphouse.com A Study o Geeralzed Geeralzed Quas (9) hyperbolc
More informationCoding Theorems on New Fuzzy Information Theory of Order α and Type β
Progress Noear yamcs ad Chaos Vo 6, No, 28, -9 ISSN: 232 9238 oe Pubshed o 8 February 28 wwwresearchmathscorg OI: http://ddoorg/22457/pdacv6a Progress Codg Theorems o New Fuzzy Iormato Theory o Order ad
More informationTHE PROBABILISTIC STABILITY FOR THE GAMMA FUNCTIONAL EQUATION
Joural of Scece ad Arts Year 12, No. 3(2), pp. 297-32, 212 ORIGINAL AER THE ROBABILISTIC STABILITY FOR THE GAMMA FUNCTIONAL EQUATION DOREL MIHET 1, CLAUDIA ZAHARIA 1 Mauscrpt receved: 3.6.212; Accepted
More informationBond Additive Modeling 5. Mathematical Properties of the Variable Sum Exdeg Index
CROATICA CHEMICA ACTA CCACAA ISSN 00-6 e-issn -7X Crot. Chem. Act 8 () (0) 9 0. CCA-5 Orgl Scetfc Artcle Bod Addtve Modelg 5. Mthemtcl Propertes of the Vrble Sum Edeg Ide Dmr Vukčevć Fculty of Nturl Sceces
More informationMahmud Masri. When X is a Banach algebra we show that the multipliers M ( L (,
O Multlers of Orlcz Saces حول مضاعفات فضاءات ا ورلكس Mahmud Masr Mathematcs Deartmet,. A-Najah Natoal Uversty, Nablus, Paleste Receved: (9/10/000), Acceted: (7/5/001) Abstract Let (, M, ) be a fte ostve
More informationJournal of Mathematical Analysis and Applications
J. Math. Aal. Appl. 365 200) 358 362 Cotets lsts avalable at SceceDrect Joural of Mathematcal Aalyss ad Applcatos www.elsever.com/locate/maa Asymptotc behavor of termedate pots the dfferetal mea value
More informationLikewise, properties of the optimal policy for equipment replacement & maintenance problems can be used to reduce the computation.
Whe solvg a vetory repleshmet problem usg a MDP model, kowg that the optmal polcy s of the form (s,s) ca reduce the computatoal burde. That s, f t s optmal to replesh the vetory whe the vetory level s,
More informationTHE PUBLISHING HOUSE PROCEEDINGS OF THE ROMANIAN ACADEMY, Series A, OF THE ROMANIAN ACADEMY Volume 9, Number 3/2008, pp
THE PUBLISHIN HOUSE PROCEEDINS OF THE ROMANIAN ACADEMY, Seres A, OF THE ROMANIAN ACADEMY Volume 9, Number 3/8, THE UNITS IN Stela Corelu ANDRONESCU Uversty of Pteşt, Deartmet of Mathematcs, Târgu Vale
More information18.413: Error Correcting Codes Lab March 2, Lecture 8
18.413: Error Correctg Codes Lab March 2, 2004 Lecturer: Dael A. Spelma Lecture 8 8.1 Vector Spaces A set C {0, 1} s a vector space f for x all C ad y C, x + y C, where we take addto to be compoet wse
More informationPROJECTION PROBLEM FOR REGULAR POLYGONS
Joural of Mathematcal Sceces: Advaces ad Applcatos Volume, Number, 008, Pages 95-50 PROJECTION PROBLEM FOR REGULAR POLYGONS College of Scece Bejg Forestry Uversty Bejg 0008 P. R. Cha e-mal: sl@bjfu.edu.c
More informationEstimation of Stress- Strength Reliability model using finite mixture of exponential distributions
Iteratoal Joural of Computatoal Egeerg Research Vol, 0 Issue, Estmato of Stress- Stregth Relablty model usg fte mxture of expoetal dstrbutos K.Sadhya, T.S.Umamaheswar Departmet of Mathematcs, Lal Bhadur
More informationA stopping criterion for Richardson s extrapolation scheme. under finite digit arithmetic.
A stoppg crtero for cardso s extrapoato sceme uder fte dgt artmetc MAKOO MUOFUSHI ad HIEKO NAGASAKA epartmet of Lbera Arts ad Sceces Poytecc Uversty 4-1-1 Hasmotoda,Sagamara,Kaagawa 229-1196 JAPAN Abstract:
More informationDERIVATIVES OF KRONECKER PRODUCTS THEMSELVES BASED ON KRONECKER PRODUCT AND MATRIX CALCULUS
Jourl of heoretcl d ppled Iformto echology th Februry 3. Vol. 48 No. 5-3 JI & S. ll rghts reserved. ISSN: 99-8645 www.jtt.org E-ISSN: 87-395 DERIVIVES OF KRONECKER PRODUCS HEMSEVES SED ON KRONECKER PRODUC
More informationA Note on Ratio Estimators in two Stage Sampling
Iteratoal Joural of Scetfc ad Research Publcatos, Volume, Issue, December 0 ISS 0- A ote o Rato Estmators two Stage Samplg Stashu Shekhar Mshra Lecturer Statstcs, Trdet Academy of Creatve Techology (TACT),
More informationQ-analogue of a Linear Transformation Preserving Log-concavity
Iteratoal Joural of Algebra, Vol. 1, 2007, o. 2, 87-94 Q-aalogue of a Lear Trasformato Preservg Log-cocavty Daozhog Luo Departmet of Mathematcs, Huaqao Uversty Quazhou, Fua 362021, P. R. Cha ldzblue@163.com
More informationChapter 2 Intro to Math Techniques for Quantum Mechanics
Wter 3 Chem 356: Itroductory Qutum Mechcs Chpter Itro to Mth Techques for Qutum Mechcs... Itro to dfferetl equtos... Boudry Codtos... 5 Prtl dfferetl equtos d seprto of vrbles... 5 Itroducto to Sttstcs...
More informationMATH2999 Directed Studies in Mathematics Matrix Theory and Its Applications
MATH999 Drected Studes Mthemtcs Mtr Theory d Its Applctos Reserch Topc Sttory Probblty Vector of Hgher-order Mrkov Ch By Zhg Sho Supervsors: Prof. L Ch-Kwog d Dr. Ch Jor-Tg Cotets Abstrct. Itroducto: Bckgroud.
More informationModified Cosine Similarity Measure between Intuitionistic Fuzzy Sets
Modfed ose mlarty Measure betwee Itutostc Fuzzy ets hao-mg wag ad M-he Yag,* Deartmet of led Mathematcs, hese ulture Uversty, Tae, Tawa Deartmet of led Mathematcs, hug Yua hrsta Uversty, hug-l, Tawa msyag@math.cycu.edu.tw
More informationSebastián Martín Ruiz. Applications of Smarandache Function, and Prime and Coprime Functions
Sebastá Martí Ruz Alcatos of Saradache Fucto ad Pre ad Core Fuctos 0 C L f L otherwse are core ubers Aerca Research Press Rehoboth 00 Sebastá Martí Ruz Avda. De Regla 43 Choa 550 Cadz Sa Sarada@telele.es
More informationSTRONG CONSISTENCY FOR SIMPLE LINEAR EV MODEL WITH v/ -MIXING
Joural of tatstcs: Advaces Theory ad Alcatos Volume 5, Number, 6, Pages 3- Avalable at htt://scetfcadvaces.co. DOI: htt://d.do.org/.864/jsata_7678 TRONG CONITENCY FOR IMPLE LINEAR EV MODEL WITH v/ -MIXING
More informationOn Submanifolds of an Almost r-paracontact Riemannian Manifold Endowed with a Quarter Symmetric Metric Connection
Theoretcal Mathematcs & Applcatos vol. 4 o. 4 04-7 ISS: 79-9687 prt 79-9709 ole Scepress Ltd 04 O Submafolds of a Almost r-paracotact emaa Mafold Edowed wth a Quarter Symmetrc Metrc Coecto Mob Ahmad Abdullah.
More informationMAX-MIN AND MIN-MAX VALUES OF VARIOUS MEASURES OF FUZZY DIVERGENCE
merca Jr of Mathematcs ad Sceces Vol, No,(Jauary 0) Copyrght Md Reader Publcatos wwwjouralshubcom MX-MIN ND MIN-MX VLUES OF VRIOUS MESURES OF FUZZY DIVERGENCE RKTul Departmet of Mathematcs SSM College
More informationICS141: Discrete Mathematics for Computer Science I
Uversty o Hw ICS: Dscrete Mthemtcs or Computer Scece I Dept. Iormto & Computer Sc., Uversty o Hw J Stelovsy bsed o sldes by Dr. Be d Dr. Stll Orgls by Dr. M. P. Fr d Dr. J.L. Gross Provded by McGrw-Hll
More informationSome Notes on the Probability Space of Statistical Surveys
Metodološk zvezk, Vol. 7, No., 200, 7-2 ome Notes o the Probablty pace of tatstcal urveys George Petrakos Abstract Ths paper troduces a formal presetato of samplg process usg prcples ad cocepts from Probablty
More informationOn Monotone Eigenvectors of a Max-T Fuzzy Matrix
Joural of Appled Mathematcs ad hyscs, 08, 6, 076-085 http://wwwscrporg/joural/jamp ISSN Ole: 37-4379 ISSN rt: 37-435 O Mootoe Egevectors of a Max-T Fuzzy Matrx Qg Wag, Na Q, Zxua Yag, Lfe Su, Lagju eg,
More informationEntropy ISSN by MDPI
Etropy 2003, 5, 233-238 Etropy ISSN 1099-4300 2003 by MDPI www.mdp.org/etropy O the Measure Etropy of Addtve Cellular Automata Hasa Aı Arts ad Sceces Faculty, Departmet of Mathematcs, Harra Uversty; 63100,
More informationA Markov Chain Competition Model
Academc Forum 3 5-6 A Marov Cha Competto Model Mchael Lloyd, Ph.D. Mathematcs ad Computer Scece Abstract A brth ad death cha for two or more speces s examed aalytcally ad umercally. Descrpto of the Model
More informationOn Signed Product Cordial Labeling
Appled Mathematcs 55-53 do:.436/am..6 Publshed Ole December (http://www.scrp.or/joural/am) O Sed Product Cordal Label Abstract Jayapal Baskar Babujee Shobaa Loaatha Departmet o Mathematcs Aa Uversty Chea
More information