Finite-Time Vibration Control of Earthquake Excited Linear Structures with Input Time- Delay and Saturation

Size: px
Start display at page:

Download "Finite-Time Vibration Control of Earthquake Excited Linear Structures with Input Time- Delay and Saturation"

Transcription

1 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL Pages 7 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime- Delay ad Sauraio Falu Weg * Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag Faculy of Elecrical Egieerig ad Auomaio Jiagxi Uiversiy of Sciece ad echology Gazhou Jiagxi Chia. School of Resources ad Eviromeal Egieerig Jiagxi Uiversiy of Sciece ad echology Gazhou Jiagxi Chia. Deparme of Mechaical ad Idusrial Egieerig Uiversiy of oroo oroo ON Caada MS G8. Firs submied: 8 February /Revised: 7 Jue /Acceped: Jue ABSRAC he problem of fiie-ime vibraio corol of earhquake excied liear srucures wih ipu ime-delay ad sauraio is cocered i his paper. he objecive of desigig corollers is o guaraee he fiie-ime sabiliy of closed-loop sysems while aeuaig earhquake-iduced vibraio of he srucures. Firs based o marix rasformaio he srucural sysem is described as a sae-space model which coais acuaor sauraio ad ipu ime-delay. he based o a Lyapuov fucioal ad fiie-ime sabiliy aalysis mehod some sufficie codiios for he exisece of sauraioolera fiie-ime vibraio-aeuaio corollers are obaied. By solvig hese codiios he desired corollers ca be obaied for he closed-loop sysem o be fiie-ime sable wih a prescribed level of disurbace aeuaio. I is show by he simulaio resuls ha compared wih some Lyapuov asympoic sabiliy resuls fiie-ime sabiliy corol ca resul i beer sae resposes. Furhermore sauraio-olera coroller ca resul i a much lower coroller gai ha he oes wihou cosiderig acuaor sauraios. Keywords: Fiie-ime sabiliy; sauraio; vibraio corol; liear srucure; ime-delay.. INRODUCION Due o he limiaio of lad more ad more high-risig buildigs are buil up i rece years. Such kids of buildigs o oly help save he source of lad bu also prese a beer scee o people. However some srog earhquakes ad wid happe frequely i pas several years. Such as he 8 We Chua Earhquake he Yu Shu Earhquake ad he Japaese suami ec. have resuled i collapse of may buildigs ad deah of may people. As srucural buildigs become higher ad higher heir sabiliy ad solidiy are challeged ad cao be guaraeed oly by hose passive ad semi-acive corol mehods. hus he saus of acive corol [] for srucural buildigs becomes more ad more sigifica ad may achievemes have bee reached by he scholars durig he las decades such as oupu-feedback corol [-] classical H corol [-] eergy-o-peak corol [6-8] robus sampled-daa corol [9] slidig mode corol [-] adapive Correspodig auhor. el.: ; Fax: ; 9@zju.edu.c Suppor by Naioal Naural Sciece Foudaios (Nos. 668 ad 67) Jiagxi Provicial Naural Sciece Foudaios (Nos. GJJ ad GJJ8) ad he Naural Sciece Foudaio of Jiagxi Uiversiy of Sciece ad echology (o. NSFJ-K6) of Chia. Vol. No.

2 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio corol [] fuzzy corol [] eural eworks [6] opimal corol [7-8] ec. have bee applied o he vibraio aeuaio for buildigs srucures. Furhermore some acive corol devices also were desiged for applyig hose corol algorihms. For example mageorheological dampers [9-] acive mass damper (AMD) [-] acive brace sysem (ABS) [-] ec. have bee used for vibraio aeuaio. O he oher had mos of hose acuaio devices are subjec o ampliude sauraio ha for he physical ipus such as force orque hrus sroke volage curre ad flow rae of all coceivable applicaios of curre echology are ulimaely limied ad uexpeced large ampliude disurbaces ca also push a sysem s acuaors io sauraio hus forcig he sysem o operae i a oliear mode for which i was o desiged ad i which i may be usable [6]. hus coroller desig for buildigs srucural sysems which ivolves acuaor sauraio is also eeded. Foruaely some exisig achievemes already cosidered his problem (see [7-8] ad hose refereces herei). Furhermore ime delay or rasporaio lag is commoly ecouered whe he corol forces are applied o he pracical sysems. hus aoher impora issue of srucural corol is he ime delay problem whe he corol forces are applied o he srucures [9-]. Recely he sudy of srucural sysems wih corol ipu ime-delay has received icreasig aeio for example i erms of he feasibiliy of cerai delay-depede liear marix iequaliies (LMIs) he robus H disurbace aeuaio problem for ucerai srucural sysems wih corol ipu ime-delay was researched by [8]. [] addressed a covex opimizaio approach o he problem of sae-feedback H corol desig for vibraio reducio of base-isolaed buildig srucures wih delayed measuremes. By combiig he radom search of geeic algorihms ad he solvabiliy of LMIs [] ivesigaed he H coroller desig approach for vibraio aeuaio of seismic-excied buildig srucures wih ime delay i corol ipu chael. Based o LMI echique he problem of robus acive vibraio corol for a class of elecro-hydraulic acuaed srucural sysems wih ime delay i he corol ipu chael ad parameer uceraiies appearig i all he mass dampig ad siffess marices was ivesigaed i []. By cosiderig he acuaor sauraio ad corol ipu ime-delay he acive vibraio corol for a class of earhquake-excied srucural sysems was preseed i [7 8]. For more resuls abou he sauraio ad ime-delay he readers ca refer o [8-9 6] ad hose refereces herei. O he oher had i is worh o poi ou ha mos of he exisig resuls are obaied based o Lyapuov sabiliy aalysis mehod which cares abou he asympoic covergece of he sysem while. However i is ofe he peak values of displacemes or acceleraios make he buildigs damaged. hus a beer performace ca be expeced if fiie-ime sabiliy aalysis mehod is ake io cosideraio. he cocep of fiie-ime sabiliy was firs iroduced i he Russia lieraure []. A sysem is said o be fiie-ime sable if give a boud o he iiial codiio is sae does o exceed a cerai domai durig a specified ime ierval. Recely he problem of fiie-ime sabiliy of regular or sigular sysems has received cosiderable aeio. For example based o Lyapuov fucioal [] discussed he fiie-ime sabiliy of a class of sochasic oliear sysem ad some sufficie sabiliy codiios were obaied. I erms of LMI echique some sufficie codiios were give i [6] for he ucerai discree sigular sysems o be fiie-ime sable ad sabilizable. For more resuls abou he fiie-ime sabiliy he readers ca refer o [7-] ad he refereces herei. his paper cocers he problem of fiie-ime vibraio corol of earhquake excied liear srucures wih ipu ime-delay ad sauraio. he mai coribuio of his paper cosiss i hree aspecs. Firs based o he marix rasform he sae-space model of srucural sysems which coai parameer uceraiies ipu ime-delay ad acuaor sauraio is obaied. he he sigal ipu ime-delay ad acuaor sauraio are cosidered i he sabilizaio coroller desig for srucural sysems. Secod he cocep of fiie-ime sabiliy is expaded o he sabiliy aalysis of srucural sysems wih ipu imedelay ad sauraio ad he LMIs-based codiios are esablished for he 6 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

3 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag srucural sysems o be fiie-ime sabilizable. By solvig hese LMIs he desired acuaor sauraio-olera coroller ca be obaied for he closed-loop sysem wih ipu ime-delay o be fiie-ime sable wih he performace z <γ ω. hird a PNP Lyapuov fucioal is uilized o obai he fiie-ime sabilizaio codiios ad he less coservaiveess of PNP Lyapuov fucioal has bee show i []. he orgaizaio of his paper is as follows. Secio formulaes he problem ad preses he dyamic models. he mai resuls are give i secio. he illusraive examples are give i secio o show he applicabiliy ad improveme of he preseed approaches. Fially he paper is cocluded i secio. Noaio: hroughou his paper for real marices X ad Y he oaio X Y (respecively X > Y) meas ha he marix X Y is semi-posiive defiie (respecively posiive defiie). I is he ideiy marix wih appropriae dimesio ad a superscrip represes raspose. x expresses he -orm of x. We defie sym{ M } M + M. For a symmeric marix * deoes he symmeric erms. he symbol R sads for he -dimesioal Euclidea space ad R m is he se of m real marices.. PROBLEM FORMULAION AND DYNAMIC MODELS Cosider a degree-of-freedom srucural sysem. he sysem uder cosideraio is depiced i Fig.. he liear srucural model equaio ca be wrie wih [ ] Mx () + Cx () + Kx () = H u( τ ) + H ω x () () m m m g where xm() xm() xm() xm() x m () is he iersorey relaive drif of he h floor; u( τ) is he corol force ipu ad τ is he corol forces ipu imedelay; x () is he ipu disurbace belogs o L [ ) H R m gives he g locaios of hese corollers H ω R is a vecor deoig he ifluece of disurbace exciaio ad M C K R are he mass dampig ad siffess marices of he sysem respecively. From Fig. we ca obai = [ ] M = m m m m m m c c = c C c c u m x m () c k u m x m () u m c k x m () x g c k Figure. degree-of-freedom srucural sysem. Vol. No. 7

4 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio K = k k k k k H ω m m =. m Defiig he sae variables as = x() x m () xm () wrie i he followig sae-space form: he equaio () ca be Ex () = Ax() + Bu( τ) + B ω() z () = Cx () z [ ] x () = Φ() τ ω () where C z is real cosa marix wih appropriae dimesios Φ() is he iiial codiio o he segme [ τ ] ω() = x saisfies g () ω () ω() d d d ad = I E I =. = Bω A = B M K C H H ω Whe cosiderig possible acuaor sauraio we iroduce a sae-feedback coroller i he form of u () () = σ ( Fx) () where F is he acuaor sauraio-olera coroller gai o be desig laer. he fucio σ (.): R m R m is a sadard sauraio fucio wih he limi of u limi for he ih acuaor i.e. σ (Fx()) = [σ (u ()) σ (u ()) σ (u m ())] where σ (u i ()) = sig (u i ())mi{ u i () u limi }. he we ca use he rasform σ (Fx()) = ψ()fx() [-6] where ψ() = diag{ψ () ψ () ψ m ()} ψ i ()Δ = σ (u i ())/u i () wih ψ i () = if u i () =. o obai he high gai coroller as ha i [] he commad o he ih acuaor is allowed o be ε i u limi for a arbirary scalar ε i >. herefore he resulig ψ i () will be bouded by ε i ad ha is ε i ψ i () i = m. By defiig ψ i = (ε i + )/ Δψ i = δ i ()ψ i δ i δ i () δ i = ( ε i )/( + ε i ) i = m we ca depic he coroller () as u() = (ψ + Δψ)Fx() where ψ = m diag{ψ ψ ψ m } Δψ = diag{δψ Δψ Δψ m } = δψ i ei ( δi () δi) fi. i= e i ad f i are all colum vecors wih he ih iems o be ad ohers o be. Obviously here has δ i ()/δ i. I pracice he mass dampig ad siffess are usually subjeced o possible perurbaios such as measureme error he chages i eviromeal emperaure ad plasic deformaio ec.. By assumig ha he ucerai m j mj mj k c c c j = where m k c ( m k c j kj kj j j j j j j j j j) are he lower (upper) bouds of he mass siffess ad dampig respecively ad deoig mˆ j = ( mj + mj) Δ mˆ = θ mˆ θj θj < θ j = ( mj mj) ( mj + m j j j j) j = k = k + k Δ kˆ = θ kˆ j j j θj θj < j = j j j k k k + k j = θ 8 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

5 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag cˆ Δ cˆ = θ ( + ) cˆ θ θ < = c c c+ c j = cj + cj j j j ( j) ( j) θ ( j) j = we ca describe he ucerai sysem by sae space equaio of he form: E( θ ) x () = A( θ) x() + Bu( τ) + Bω ( θ) ω() u () = ( ψ +Δψ) Fx () z () = Cx z () x () = Φ() [ τ ] () where ucerai marices E(θ ) A(θ ) B ω (θ )saisfyig E B = j j j j E( θ ) = E + θ E A θ = A + θ A B θ = B + θ B ω ω j ωj j= j= j= I B E = mˆ ω = mˆ mˆ mˆ j jej fj Mˆ = mˆ e f ω j j j j Mˆ = Cˆ = mˆ mˆ mˆ mˆ mˆ mˆ cˆ cˆ cˆ cˆ cˆ kˆ kˆ Kˆ kˆ = kˆ kˆ I A = Kˆ Cˆ A = kˆ e f j j j j A cˆ e f j =. + j= j ( + j) ( + j) e j R (j = ) f j R (j = ) e j R (j = ) f j R (j = ) f j R (j = ) are all colum vecors. Defiiio. he sysem is said o be fiie-ime H sabilizable wih respec o (c c c R γ d) if here exiss a coroller gai F such ha he closed-loop sysem has x () sup { Φ () s RΦ() s } c sup { Φ () s RΦ () s } c Rx () c ad s [ τ ] s [ τ ] z < γω for ay [ Τ] ω () ω() d d where < c < c c > R > > γ > d. Defiiio. he sysem () is said o be robusly fiie-ime H sabilizable wih respec o (c c c R γ d) if he sysem is fiie-ime H sabilizable for all admissible uceraiies. Lemma [7]: Give ay marices X V ad U wih appropriae dimesios such ha U >. he we have XUX XV + VX + VU V. () Vol. No. 9

6 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio Lemma [7]: Le ϖ() be a oegaive fucio such ha ϖ() a + b ϖ(s) ds for some cosas a b > he we have ϖ() a exp(b). Lemma [8]: give marices χ μ ad ν wih appropriae dimesios ad wih χ symmerical he χ + μf()ν + ν Τ F() Τ μ Τ < holds for ay F() saisfyig F() Τ F() I if ad oly if here exiss a scalar λ > such ha χ + λμμ Τ + λ ν Τ ν <.. MAIN RESULS heorem : he sysem () wihou uceraiies is fiie-ime H sabilizable wih respec o (c c c R γ d) for cosa ime-delay τ ad cosa α if here exis posiive defiie symmeric marices P Q Q Q Q symmeric marices Z Z marices Z Z Z G Y i (i = 6) H i (i = 6) osigular marix S posiive scalars r r r m ε ε ε ε ε ε 6 ad scalars β β β β saisfyig he followig LMIs Π = Ξ τy τ Q SC z Ξ 9 I Ξ 99 < (6) Π = P+ τz + τz + τz + Q + τq + τq Z Z + τz τz Q τq Q + Q + Q + Q + Z Z Z + τ τ τ Z > (7) P+ τz + τz + τ Z + Q + τq + τ Q > ε R (8) P ε R < (9) < Q < ε R () < Q < ε R () < Q < ε R () < Q < ε 6 R () τ ε τ ετ ε τ ε τ + + ε τ γ ε () < α c c c c c c 6 c d ce where Ξ = Ξ + m r Γ Γ i i i i= Ξ = Ξ Ξ Ξ Ξ Ξ B + H ω 6 Ξ Ξ Ξ Ξ β B H ω 6 Ξ Ξ Ξ β B Ξ Ξ β B + Y Ξ β B H γ I ω ω 6 ω 6 P Z Z P = Z Z Z R R = R R JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

7 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag { } ( ) Ξ = Q + τq τ Q Q + Sym H + Z Z + τz τz + A S + Bψ G ατz α P+ τ Z + Q + τq + τ Q Ξ = Z + Z τz + τz H + H + Q + β SA + β G ψ B Ξ = P+ τz + τz + τ Z + H E S + β SA + β G ψ B τ Ξ = τ Q + Q β E S β SE Ξ = Z Z Z + Z + τq + H + Y + β SA + β G ψ B Ξ = Q H H Q Ξ = H β E S Ξ = H + H Bψ G+ β SA + β G ψ B Ξ = Z + Z + Z Z H + Y Ξ = Z Z + τz τz + Y β SE Ξ = Q + Y + Y Ξ = H H β Bψ G Ξ = H β Bψ G β SE Ξ = H + Y β Bψ G Ξ = H H β G ψ B β Bψ G Γ = δe ψ B βδie iψ B β δie iψ B β δie iψ B β δie iψ B i i i Y = Y Y Y Y Y Y 6 Ξ = [ Λ Λ Λ ] 9 m Λ i = fig fi G Ξ = diag{ r r r }. 99 m Furhermore a sae-feedback coroller is described as F = GS. Proof: See he Appedix Remark. I is worh o poi ou ha he codiios i heorem are acually LMIs whe he real scalars β β β ad β are priori gives. Furhermore he variables β β β ad β supply a addiioal degree of freedom for he feasibiliy of LMIs (6)-(). hus he codiios i heorem ca be solved direcly by he powerful LMI oolbox i Malab. Moreover he corollers obaied by heorem are wih fixed gais which are easy o be used for calculaig he corol forces ad saisfy he real-ime requireme of pracical srucural sysems. Remark. he closed-loop sysems which are composed of he fiie-ime H sabilizaio corollers obaied by heorem have o oly he H performace z < γ ω for [ ) bu also he sae cosrai x() Rx() κ for [ ). I is well kow ha mos earhquakes especially heir peak exciaios las a very shor ime. hus whe he peak exciaio comes durig he ime ierval [ ] he sae cosrai ca make sure ha he sae resposes saisfy x() Rx() κ. he as he exciaios become weak he H performace ca sill esure ha he sae resposes saisfy z < γ ω. Furhermore if we choose α = LMI (6) reduces o a H sae feedback coroller desig codiio. ha is o say H sabiliy is oly a special case of fiie-ime sabiliy hus he less coservaiveess of heorem is obvious. Based o heorem we ca obai he followig Corollary ad which guaraee he H sabiliy of he closed-loop sysems wih ad wihou sauraio. Corollary : he sysem () wihou uceraiies is H sabilizable for cosa ime-delay τ if here exis posiive defiie symmeric marices P Q Q Q Q symmeric marices Z Z marices Z Z Z G Y i (i = 6) H i (i = 6) osigular marix S posiive scalars r r r m ad scalars β β β β saisfyig (7) ad he followig LMI Vol. No.

8 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio m Ξ + riγiγi τy SCz Ξ9 i= Π = τ Q I Ξ99 < () where Ξ = Ξ Ξ Ξ Ξ Ξ B + H ω 6 Ξ Ξ Ξ Ξ β B H ω 6 Ξ Ξ Ξ β B Ξ Ξ β B + Y Ξ β B H γ I ω ω 6 ω 6 { } Ξ = Q + τq Q τ Q + Sym H + Z Z + τz τz + A S + Bψ G Furhermore a sae-feedback coroller is described as F = GS. Corollary : he sysem () wihou uceraiies ad sauraio is H sabilizable for cosa ime-delay τ if here exis posiive defiie symmeric marices P Q Q Q Q symmeric marices Z Z marices Z Z Z G Y i (i = 6) H i (i = 6) osigular marix S posiive scalars r r r m ad scalars β β β β saisfyig ad he followig LMI. Π = Ξ τy SCz τ Q. (6) < I Furhermore a sae-feedback coroller is described as F = GS. heorem : he sysem () is robusly fiie-ime H sabilizable wih respec o (c c c R γ d) for cosa ime-delay τ ad cosa α if here exis posiive defiie symmeric marices P Q Q Q Q symmeric marices Z Z marices Z Z Z G Y i (i = 6) H i (i = 6) osigular marix S posiive scalars r r r m r r r r r r () ε ε ε ε ε ε 6 ad scalars β β β β saisfyig equaio (7)-() ad he followig LMI Γ M * M < (7) where ( ) Γ = Π + θ Γ Γ rmˆ + rkˆ θ Γ Γ + r cˆ θ Γ Γ j j j j j j j j j j + j j + j + j + j j= Γ = e β e β e β e β e j j j j j j m Γ = e β e β e β e β e j j j j j j m Λ = Μ = Λ Λ Λ Λ Λ Λ f S f ( ) j j j m JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

9 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag Λ = f S M = diag{ r r r r r r }. j j m Furhermore a sae-feedback coroller is described as F = GS. + θ Proof: Replacig E A ad B ω wih E E A A ad B + θ B ω j= j ω j j= j respecively equaio (6) ca be expressed as j + θ j= j j ( ( + j) j ( + j) ( + j) j= Π + θ mˆ Γ Λ + θ kˆ Γ Λ + θ cˆ j j j j j j j j Γ Λ + θ mˆ Λ Γ + θ kˆ Λ Γ + θ cˆ Λ Γ <. j j j j j j j j ( + j) j ( + j) ( + j) ) (8) By Lemma equaio (8) holds if ad oly if here exis posiive scalars r r r r r r () such ha ( Π + r θ mˆ Γ Γ + r Λ Λ + r θ kˆ j j j j j j j j j j j ΓjΓ j + r Λ Λ j= + r θ cˆ Γ Γ + r Λ Λ ) <. + j + j j + j + j + j + j + j j j j (9) Applyig he Schur compleme LMI (9) is equivale o LMI (7). his complees he proof. Remark : i is worh o poi ou based o replacig E A ad B ω i Corollary wih E ad Bω + θ B + θ E A + θ A j= j ω j j= j j j= j j respecively i is easy o obai he robus H sabilizaio codiios for he sysem wih ad wihou sauraio ad he operaio is similar o heorem. For breviy hey are omied here.. ILLUSRAIVE EXAMPLE Cosider he srucural sysem wih =. he srucural parameers are mˆ i = kg kˆi = 98kN/m ad ĉ =.7kNs/m(i = ) [8]. he he sae space equaio () has he followig parameers: H = diag{ } x x x x x x x E( θ )= E + θ mˆ e f = [ ] B ( θ )= B + θ mˆ e f ω ω j= j j j j j= j j j j A( θ )= A + θ kˆ e f + θ ( + ) cˆ j j j j e ( + ) f j j j ( + j ) j= where A = Kˆ I Cˆ = I E Mˆ Mˆ = mˆ mˆ mˆ mˆ mˆ mˆ Kˆ = kˆ kˆ kˆ kˆ kˆ Cˆ = cˆ cˆ cˆ cˆ cˆ e = = f e = Vol. No.

10 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio f = e = f = e = e = f = f = e = = e f = f = f = 6 e = = e6 f = B = ω mˆ mˆ mˆ f = f = f =.. Assume ha he displacemes ad velociies of he hree soreys are all measurable for feedback i his case. he corolled oupu is chose o be he iersorey relaive drifs ha is z() = [x m () x m () x m ()]. Cosider he maximum acuaor oupu force limi u limi = N ad suppose ha ε i = where i =. he we ca ge he permissible maximum corol sigal before sauraio u beflimi = ε i u limi = = Ν ha is whe he corol sigals before sauraio u befi saisfy ubef i N he desiged corollers should have he desired performaces. I order o verify he dyamics of he closed-loop sysem a ime hisory of acceleraio (see Fig. ) from EI Cero 9 earhquake exciaio is applied o his sysem ad his exciaio saisfies ω () ω() d = 8.7. hus we ca choose d = 9. Firs cosider he sysem wihou uceraiies ha is θ i = (i = ) θ i = (i = 6). By choosig τ = ms β = β = β = β =. γ =. c = c =. c =. α =. d = 9 R = I = s we solve he LMIs (6)-() ad obai S = ω() (m/s ) ime (s) Figure. he ime hisory of acceleraio from EI Cero 9 earhquake exciaio. JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

11 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag ad a sae feedback coroller which has he followig gai marix F = () For descripio i breviy we deoe his desiged coroller as coroller I hereafer. O he oher had By choosig τ = ms β = β = β = β =. γ =. we solve he Corollary ad obai a sauraio-olera H sae feedback coroller which has he followig gai marix F = () ad his desiged coroller is deoed as coroller II hereafer. Furhermore by choosig τ = ms β = β =. β = β = γ =. ψ = I we solve he Corollary ad obai a H sae feedback coroller which does o cosider he ipu sauraio ad has he followig gai marix F = () his desiged coroller is deoed as coroller III hereafer. I order o faciliae he compariso we obai aoher eergy-o-peak sae feedback coroller which does o ivolve he fiie-ime sabiliy by solvig heorem i [9] wih γ =. ad his coroller has he followig gai F = which is deoed as coroller IV hereafer. he we choose parial sae resposes of he ope-loop sysem which is excied by he earhquake show i fig. as he iiial codiio ad i is show i Fig.. Afer doig some calculaios we obai he - iiial codiios saisfyig sup Φ s RΦ s =.99 < c = { } [ ] s Φ Φ sup s R s =.68 < c =.. [ ] s ms ms { } () he displacemes ad acceleraios resposes of he ope-loop ad closedloop sysems which are composed wih he coroller I II III ad IV are compared i Figs. ad ad he maximum displacemes acceleraios ad sup x Rx of he ope-loop ad closed-loop sysems are show i able. [ ] s { () ()} Magiude Figure. he iiial codiios of he srucural sysem x.8 x.6 x x. x. x 6 ime (s) Vol. No.

12 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio X (m) Ope-loop Coroller III Coroller I Coroller IV.... ime (s) Coroller II X (m)... ime (s). X (m). ime (s) Figure. Displacemes resposes of he ope-loop ad closed-loop sysems which are composed wih corollers I o IV respecively (τ = ms). Ope-loop Coroller III Coroller I Coroller IV Coroller II X (m/s ) X (m/s ) ime (s) ime (s) X (m/s ) ime (s) Figure. Acceleraios resposes of he ope-loop ad closed-loop sysems which are composed wih corollers I o IV respecively (τ = ms). Obviously he corollers are all effecive i aeuaig he srucural vibraios. However i ca be foud from able ha he maximum resposes obaied by coroller I is less ha hose obaied by he ohers corollers. Furhermore sup x Rx obaied by coroller I is. which is less ha he [ ] s { () ()} 6 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

13 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag he maximum displacemes acceleraios ad able. sup x sysems which are composed wih corollers I o IV respecively of he ope-loop ad closed-loop Ope-loop Coroller I Coroller II Coroller III Coroller IV x max (cm) x max (cm) x max (cm) ẍ max (m/s ) ẍ max (m/s ) ẍ max (m/s ) sup [ ] s { x () Rx() } [ ] s { () Rx() } u ime (s) u ime (s) u ime (s) Figure 6. Corol forces of he srucural sysem which is composed wih coroller I (τ = ms). permissible value c =. ad sup [ ] s { x () Rx() } obaied by coroller II III ad IV are..6. respecively which are all higher ha he permissible value c =.. ha is o say oly he fiie-ime sabiliy coroller I saisfies he fiie-ime sabiliy codiio ad he effeciveess of heorem is obvious. he le s come o see he corol forces which are ploed i Figs. 6 o 9 where meas sigals before sauraio ad meas sigals afer sauraio. I ca be foud ha sauraios happe i all closed-loop sysems. he maximum corol sigals before sauraio of hose acuaors are show i able. I ca be obaied from able ha he maximum corol sigals before sauraio obaied by coroller I ad II are 67.N ad 8.6N respecively which are all Vol. No. 7

14 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio u ime (s) u ime (s) u ime (s) Figure 7. Corol forces of he srucural sysem which is composed wih coroller II (τ = ms). u ime (s) u ime (s) u ime (s) Figure 8. Corol forces of he srucural sysem which is composed wih coroller III (τ = ms). less ha he permissible limiaio N. However he maximum corol sigals before sauraio obaied by coroller III ad IV are 76. N ad.9 6 N respecively which are all higher ha he permissible limiaio N. 8 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

15 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag x 6 u ime (s) x 6 u ime (s) x 6 u ime (s) Figure 9. Corol forces of he srucural sysem which is composed wih coroller IV (τ = ms). able. he maximum corol sigals before sauraio of he closed-loop sysems which are composed wih corollers I o IV respecively Coroller I Coroller II Coroller III Coroller IV u u u Now le s come o see he ucerai case ad he maximum acuaor oupu force limi u limi = 8N ad suppose ha ε i = where i =. he we ca ge he permissible maximum corol sigal before sauraio u beflimi = ε i u limi = 8 = 8N ha is whe he corol sigals before sauraio u befi saisfy u befi 8N he desiged corollers should have he desired performaces. Furhermore he uceraiies are applied o he mass siffess ad dampig coefficies of he firs sorey ad he parameer uceraiies saisfy θ. θ. θ.. By choosig τ = ms β =. β = β =. β = γ =. c = c α =. d = 9 R = I = s we solve he LMIs = c = 6 (7)-() ad (7) ad obai Vol. No. 9

16 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio S = ad a robus sae feedback coroller which has he followig gai marix F = () For descripio i breviy we deoe his desiged coroller as coroller V hereafer. For breviy we cosider he omial case (θ i =(i = ) θ i =(i = 6) correspods o case ) ad four-verex cases where he mass siffess ad dampig coefficies are give as heir verex values respecively. Case correspods o mˆ =. kg kˆ =. 98kN/m ad ĉ =..7kNs/m; Case correspods o mˆ =. kg kˆ =. 98kN/m ad ĉ =.8.7kNs/m; Case correspods o mˆ =.8 kg kˆ =. 98kN/m ad ĉ =..7kNs/m; Case correspods o mˆ =.8 kg kˆ =. 98kN/m ad ĉ =.8.7kNs/m. he parameers of soreys ad are he same as hose of he omial sysem. he sysem has he same iiial codiios as hose show i Fig.. Afer some simple calculaios i is foud ha { () ()} sup Φ s RΦ s =.998 < c s [ ] ms { } sup Φ ( sr ) Φ ( s) =.8 < c. s [ ] ms Uder he same exciaio meioed above he displacemes ad acceleraios resposes of he ope-loop ad closed-loop sysems i Case are ploed i Figs. ad respecively which show he effeciveess of coroller V i aeuaig he vibraio of he srucural sysem. he maximum displacemes acceleraios ad sup x Rx of he ope-loop ad closed-loop sysems i he five cases are [ ] s { () ()} show i able where Ope meas Ope-loop sysem ad Closed meas Closedloop sysem. we ca obai from able ha beer maximum resposes are reached for all closed-loop cases o maer he parameer uceraiies exis or o. he maximum displacemes acceleraios ad able. [ ] s { x () Rx() } closed-loop sysems i five cases (τ = ms) of he ope-loop ad Case Case Case Case Case Cases Ope Closed Ope Closed Ope Closed Ope Closed Ope Closed x max (cm) x max (cm) x max (cm) xmax( m s ) sup xmax( m s ) xmax( m s ) sup [ ] s { x () Rx() } JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

17 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag. Ope-loop Coroller V x (m). ime (s). Ope-loop Coroller V x (m). ime (s). Ope-loop Coroller V x (m). ime (s) Figure. Displacemes resposes of he ope-loop ad closed-loop sysems i case (τ = ms). Furhermore he values of { () ()} sup [ ] s { x () Rx ()} obaied i he five cases all saisfy sup x Rx c. hus i is validaed ha he desiged fiie-ime sabiliy [ ] s coroller V is robus o parameer uceraiies. he correspodig ipu forces are ploed i Fig. which shows he sauraios happe i he closed-loop sysems. he maximum corol sigals before sauraio of hose acuaors are show i able. We ca obai from able ha he maximum corol sigal before sauraio is 6.9N which is less ha he permissible limiaio 8N.. CONCLUSION he fiie-ime vibraio corol of earhquake excied liear srucures wih ipu imedelay ad sauraio has bee ivesigaed i his paper. Firs by iroducig a rasform marix ψ() he liear srucural sysem is described as a sae-space model which coais acuaor sauraio ad ipu sigals ime-delay. Secodly based o fiie-ime sabiliy aalysis mehod some sufficie codiios for he exisece of sauraio-olera fiie-ime vibraio-aeuaio corollers are obaied. If he feasibiliy problem of hese codiios is solvable he desired coroller ca be able. he maximum corol sigals before sauraio of he closed-loop sysems i five cases Case Case Case Case Case u u u Vol. No. 6

18 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio Ope-loop Coroller V ẍ (m) ime (s) Ope-loop Coroller V ẍ (m) ime (s) Ope-loop Coroller V ẍ (m) ime (s) Figure. Acceleraios resposes of he ope-loop ad closed-loop sysems i case (τ = ms). u ime (s) u ime (s) u ime (s) Figure. Corol forces of he closed-loop sysem i case (τ = ms). 6 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

19 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag obaied for he closed-loop sysem o be fiie-ime sable wih a prescribed level of disurbace aeuaio. he codiio is also exeded o he ucerai case. Fially he simulaio resuls show he effeciveess of he desiged corollers. For he vibraio corol cosidered i his aricle he sysemaic sae is chose as he cosraied variables. However acceleraio is also a impora facor ifluecig he safey of srucures. hus obaiig he corollers wih acceleraio cosrai cosidered is a ieresig challege for fuure research. Furhermore i should be highlighed ha he proposed mehodology ca be of grea ieres o a wide variey of egieerig areas where he sae cosrai ad vibraio aeuaio are ecouered. APPENDIX Proof of heorem : We firs cosider he sysem () wihou uceraiies ha is θ i =(i = ) θ i =(i = ). By subsiuig he corol law u() = (ψ +Δψ)Fx() io he sysem () ad accordig o x () x ( τ ) = x () s ds τ we ca obai he followig closed-loop sysem ( ) Ex () = A + B ψ +Δψ F x() B ψ + Δ ψ F x s ds+ Bω ω() τ () z () = Cx (). z Choose a Lyapuov-Krasovskii fucioal cadidae as V() = V () + V () (6) where V() = x() Px() + x () s Q x() s ds+ x( s) Q x( s) dsdε τ τ + ε + τ x () s Qx () s dsdε + τ x ( s) Q x ( s) dsdεdθ τ + ε τ θ + ε ( s) τ τ τ θ s s s τ + ( s) ( s) ( s) V () = x dsz x ds+ x Z x ds+ x Z x dsdθ + x dsz x dsdθ + x dsdθz x dsdθ ( s) τ τ + θ τ + θ τ + θ P = S PS > Q i = S Q i S >(i = ) Z i = S Z i S (i = ) are ay marices wih appropriae dimesios ad wih Z Z symmerical. Accordig o equaio (7) ad (6) we have V () x ds Q+ Q x ds ( s) τ τ ( s) τ τ τ ( τ ) ( τ x() x() s ds Q x() τ x() s ds τ ) x () ( P Q ) x () ( τ s ) ( τ τ s τ ) x x ds Q x x ds + V ( () () () () S S ζ() Π ζ() > S S (7) where ζ () = () x x ds τ ( s) soluio of sysem () is give by. he he derivaive of V() alog he Vol. No. 6

20 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio V () = x () Px() + x () Q x() Furhermore we have x ( τ) Q x( τ) + τx Q x x Q x ds ( ) ( s) ( s) + τ + τ x () Qx () τ x ( ε) Qx ( ε) dε τ + τ x () Q x () τ x ( s) Q x ( s) dsdθ τ + θ ( ( τ ) s τ x() Z ( x() x( τ )) x () Z ( τ x() x() s ds τ ) x() Z ( τ x ( x() x( τ ))) ( x() x( τ )) Z τ x() x() s ds τ x( s) dsz τ x ( x x( τ )) τ ( τ τ ) τ V () = x x Z x ds + x Z x ds ( s) τ x () + β x ( τ) + β x () + β x () s ds + β x () s ds S τ A + B ψ +Δψ F x() B ψ + Δψ F x s ds+ B ω() E x () = (( ( ) ) ( ) τ () ω τ ) + ) ( τ ) + x x + x Z x x ds. () ( ) () () s (8) (9) () where S = S. For ay marices H i = S H i S (i = ) H 6 = H 6 S here holds x () H + τ + x ( ) H x () H + x () s dsh + + ω x () s dsh () H6 τ τ ( x () x ( τ) x ( ε) dε) =. τ () Y Accordig o lemma for ay marices Y =[Y Y Y Y Y Y 6 ] = S YS i i (i = ) Y = Y S here holds 6 6 Furhermore we have () s () () x Q x ds ξ Y x ds + τξ YQ Y ξ τ ( s) ( s) τ. () τ x () ε Q x () ε dε x () ε dεq x () ε dε τ τ τ x () = x ( τ) Q Q Q x (). x ( τ) () 6 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

21 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag ( s) ( s) τ + θ ( τ s τ ). ( () () s τ ) τ x Q x dsdθ τx x ds Q x x ds () he by oig (8)-() we ca obai where ξ () = τ () () () x ω x x x s ds x s ds () () τ τ ad Ξ Ξ Ξ Ξ Ξ SBω + H 6 Ξ Ξ Ξ Ξ βsbω H 6 Ξ Ξ Ξ β Ξ = SBω Ξ Ξ βsbω + Y6 Ξ βsbω H 6 Ξ = Q + τq Q τ Q + Sym H + Z Z + τz τz + SA + SB ψ +Δψ F { ( ) } Ξ = Z + Z τz + τz H + H + Q + β A S + β F ψ +Δψ B S ξ V () Ξ + τyq Y ξ () () Ξ = Q H H Q () Ξ = P+ τz + τz + τ Z + H SE + β AS + β F ψ +Δψ BS Ξ = H β SE τ Ξ = τ Q + Q βse βes Ξ = Z Z Z + Z + τq + H + Y + β AS + β F ψ +Δψ BS Ξ = H + H SB ψ + Δ ψ F + β A S + β F ψ +Δψ B S Ξ = Z + Z + Z Z H + Y Ξ = Z + Z + Z Z H + Y Ξ = Z Z + τz τz + Y β E S Ξ = Q + Y + Y Ξ = H H β SB ψ + Δψ F Ξ = H β SB ψ + Δψ F β E S Ξ = H + Y β SB ψ + Δψ F Ξ = H H β F ψ + Δψ B S β SB ψ + Δψ F. Vol. No. 6

22 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio } By pre ad pos-muliplyig (6) wih diag{s S S S S I S I I m+ ad is raspose cosiderig G = FS ad accordig o he Schur Complime we ca obai Ξ + τyq Y { } + diag C C α P+ τz + τz + τ Z + Q + τq + τ Q γ <. z z (6) From () ad (6) i is easy o obai () () V () < αv () + ω γ ω z()() z (7) Iegraig boh sides of (7) from o wih [ Τ] i follows By lemma i has Accordig o (7) we have () () α ω γ V () < V() + Vsds () + s ω sds. (8) < α α V () V() e + e ω () sγ ω() sds. (9) V () x ( P+ τz+ τz + τ Z+ Q+ τq+ τ Q ) x () () ( ( ) ) () () λ R P+ τz + τz + τ Z + Q + τq + τ Q R x Rx mi () where R = S RS > he x () Rx() ( ( ) ) λ R P+ τz + τz + τ Z + Q + τq + τ Q R mi τ + λ + τ + λ τ + V() V() max R PR c c c max R Q R c V ()() τ τ + λ λ τ λ () max ( R Q R ) c + max ( R QR ) c + max ( R Q R ) c P Z Z where ξ = θ P = Z Z x x ds x dsd () ( s) ( s) τ τ θ. Z Furhermore i holds ω () s γ ω() s ds < γ d. () I view of (9)-() i yieds 66 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

23 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag x () Rx() α ( ( ) ) λ R P+ τz + τz + τ Z + Q + τq + τ Q R mi e τ τ λmax ( R PR ) c + τ c + c + λmax ( R QR ) τc + λmax ( R QR ) c τ + λmax ( R QR ) c + τ λmax ( R QR ) c + γ d. () By cosiderig he codiios (8)-() we ca obai x () Rx() c. Nex we will esablish he z() < γ ω () performace of he sysem uder zero iiial codiio ha is Φ() = [ τ ] ad V() = =. Iegraig boh side of (7) from o wih [ ) by Lemma i yields Obviously equaio () implies ( γω () ω() () () ) α V() < e s s ds z s z s ds () () () () () z s z s ds < γ ω s ω s ds. From Defiiio we kow he sysem is fiie-ime H sabilizable wih respec o (c c c R γ d ). his complees he proof. REFERENCES [] Nor K.A.M. Muhalif A.G.A. ad Wahid A.N. A coloy Opimizaio for Coroller ad Sesor-Acuaor Locaio i Acive Vibraio Corol Joural of Low Frequecy Noise Vibraio ad Acive Corol () 9 8. [] Palacios-Quiñoeroa F. Rubió -Massegœa J. Rossella J.M. ad Karimi H.R. Feasibiliy Issues i Saic Oupu-Feedback Coroller Desig wih Applicaio o Srucural Vibraio Corol Joural of he Frakli Isiue () 9. [] Rubió -Massegúa J. Rossella J.M. Karimib H.R. ad Palacios-Quiñoeroa F. Saic Oupu-Feedback Corol uder Iformaio Srucure Cosrais Auomaica 9 () 6. [] Zhag B. ad ag G. Acive Vibraio H Corol of Offshore Seel Jacke Plaforms Usig Delayed Feedback Joural of Soud ad Vibraio () [] Palacios-Quiñoeroa F. Rubió-Massegúa J. Rossella J.M. Karimi H.R. Opimal Passive-Dampig Desig Usig a Deceralized Velociy-Feedback H Approach. Modelig Ideificaio ad Corol () [6] Zhag W. Che Y. ad Gao H. Eergy-o-Peak Corol for Seismic-Excied Buildigs wih Acuaor Fauls ad Parameer Uceraiies Joural of Soud ad Vibraio () 8 6. [7] Palacios-Quiñoeroa F. Rubió-Massegúa J. Rossella J.M. ad Karimi H.R. Vibraio Corol for Adjace Srucures Usig Local Sae Iformaio Mecharoics () 6. [8] Du H. ad Zhag N. Eergy-o-Peak Corol of Seismic-Excied Buildigs wih Ipu Delay Srucural Corol ad Healh Moiorig 7 (7) [9] Du H. Zhag N. Samali B. ad Naghdy F. Robus Sampled-Daa Corol of Srucures Subjec o Parameer Uceraiies ad Acuaor Sauraio Egieerig Srucures [] A. Oveisi ad M. Gudarzi Adapive Slidig Mode Vibraio Corol of a Vol. No. 67

24 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio Noliear Smar Beam: A Compariso wih Self-uig Ziegler-Nichols PID Coroller Joural of Low Frequecy Noise Vibraio ad Acive Corol (-) 6. [] Zhag B.L. Ha Q.L. Zhag X.M. ad Yu X. Slidig Mode Corol wih Mixed Curre ad Delayed Saes for Offshore Seel Jacke Plaforms IEEE rasacios o Corol Sysems echology Doi:.9/CS.. 9. [] Zhag B.L. Ma L. ad Ha Q.L. Slidig Mode H Corol for Offshore Seel Jacke Plaforms Subjec o Noliear Self-Excied Wave Force ad Exeral Disurbace Noliear Aalysis: Real World Applicaios () [] Zhag B.L. Ha Q.L. Zhag X.M. Yu X.H. Iegral slidig mode corol for offshore seel jacke plaforms Joural of Soud ad Vibraio () 7 8. [] Sudaram S. Sriram N. Saish N. ad Narasimha S. Faul-olera Adapive Corol of Noliear Base-Isolaed Buildigs Usig EMRAN Egieerig Srucures (8) [] Ah N. Bui H. Vu N. ad ra D. Applicaio of Hedge Algebra-Based Fuzzy Coroller o Acive Corol of a Srucure agais Earhquake Srucural Corol ad Healh Moiorig () 8 9. [6] Mada A. Vibraio Corol of Buildig Srucures Usig Self-Orgaizig ad Self-Learig Neural Neworks Joural of Soud ad Vibraio 87 (-) [7] Baladi D. ad Koga M. LMI-Based Opimal Aeuaio of Muli-Sorey Buildig Oscillaios uder Seismic Exciaios Srucural Corol ad Healh Moiorig (). [8] Mahmoud M. Zribi M. ad Soh Y. Opimal Corol of Seismically-Excied Buildig Srucures Compuers & Srucures 7(). [9] Zapaeiro M. Karimi H. Luo N. ad Specer Jr B. Frequecy Domai Corol Based o Quaiaive Feedback heory for Vibraio Suppressio i Srucures Equipped wih Mageorheological Dampers Smar Maerials ad Srucures 9 8(9) 9. [] Zapaeiro M. Karimi H. Luo N. ad Specer Jr B. Real-ime Hybrid esig of Semiacive Corol Sraegies for Vibraio Reducio i a Srucure wih MR Damper Srucural Corol ad Healh Moiorig 7 () 7. [] Zapaeiro M. Karimi H. Luo N. Phillips B. ad Specer Jr B. Semiacive Backseppig Corol for Vibraio Reducio i a Srucure wih Mageorheological Damper Subjec o Seismic Moios Joural of Iellige Maerial Sysems ad Srucures 9 (7) 7. [] Rahmi G. ad Haka Y. Vibraio Corol of a Srucure wih AMD agais Earhquake Usig Fuzzy Logic Corollers Joural of Soud ad Vibraio 8 8 (-) 6 9. [] Lim C. Acive Vibraio Corol of he Liear Srucure wih a Acive Mass 68 JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

25 Falu Weg Yuachu Dig Ji Ge Limig Liag ad Guoliag Yag Damper Applyig Robus Sauraio Coroller Mecharoics 8 8(8) [] Loh C. Li P. ad Chug N. Experimeal Verificaio of Buildig Corol Usig Acive Bracig Sysem Earhquake Egieerig ad Srucural Dyamics 999 8() [] Lim C. Park Y. ad Moo S. Robus Sauraio Coroller for Liear ime- Ivaria Sysem wih Srucured Real Parameer Uceraiies Joural of Soud ad Vibraio 6 9 (-). [6] Bersei D. ad Michel A. A Chroological bibliography o sauraig acuaors Ieraioal Joural of Robus ad Noliear Corol 99 () 7 8. [7] Dig Y. Weg F. ad Yu Z. Acuaor Sauraio ad Corol Desig for Buildigs Srucural Sysems wih Improved Uceraiy Descripio Shock ad Vibraio () [8] Weg F. Dig Y. Liag L. ad Yag G. Faul olera Vibraioaeuaio Coroller Desig for Ucerai Liear Srucural Sysems wih Ipu ime-delay ad Sauraio Shock ad Vibraio () [9] Zhag B. L. Ha Q. L. Huag Z. W. Pure Delayed No-Fragile Corol for Offshore Seel Jacke Plaforms Subjec o No-Liear Self-Excied Wave Force Noliear Dyamics Doi:.7/s7---6 [] Weg F. Dig Y. Yag G. Liag L. ad Yu Z. Less Coservaive Sabiliy Crieria for Discree-ime Noliear Sochasic Sigular Sysems wih Mixed ime-delay Asia Joural of Corol (6) [] Karimi H. Zapaeir M. o ad Luo N. A LMI Approach o Vibraio Corol of Base-Isolaed Buildig Srucures wih Delayed Measuremes Ieraioal Joural of Sysems Sciece (). [] Du H. ad Zhag N. H Corol for Buildigs wih ime Delay i Corol via Liear Marix Iequaliies ad Geeic Algorihms Egieerig Srucures 8 () 8 9. [] Weg F. ad Mao W. Parameer-Depede Vibraio-Aeuaio Coroller Desig for Elecro-Hydraulic Acuaed Liear Srucural Sysems Earhquake Egieerig ad Egieerig Vibraio () 7 8. [] Kamekov G. O Sabiliy of Moio over a Fiie Ierval of ime Joural of Applied Mahemaics ad Mechaics [] Che W. ad Jiao L. Fiie-ime Sabiliy heorem of Sochasic Noliear Sysems Auomaica 6() 8. [6] Xue W. ad Mao W. Admissible Fiie-ime Sabiliy ad Sabilizaio of Ucerai Discree Sigular Sysems Joural of Dyamic Sysems Measureme ad Corol 8-. [7] Ya Z. Zhag G. ad Wag J. No-Fragile Robus Fiie-ime H Corol for Noliear Sochasic Ió Sysems Usig Neural Nework Ieraioal Joural of Corol Auomaio ad Sysems () [8] Dig Y. Weg F. Ge J. Liag L. ad Yag G. Fiie-ime Vibraio- Vol. No. 69

26 Fiie-ime Vibraio Corol of Earhquake Excied Liear Srucures wih Ipu ime-delay ad Sauraio Aeuaio Coroller Desig for Srucural Sysems wih Parameer Uceraiies Advaces i Mechaical Egieerig vol. Aricle ID 677 pages. doi:.//677. [9] Amao F. Ariola M. ad Coseio C. Fiie-ime Sabiliy of Liear ime- Varyig Sysems: Aalysis ad Coroller Desig IEEE rasacios o Auomaic Corol () 8. [] Yag R. ad Wag Y. Fiie-ime Sabiliy Aalysis ad H Corol for a Class of Noliear ime-delay Hamiloia Sysems Auomaica 9() 9. [] Xiag Z. Qiao C. ad Mahmoud M. Fiie-ime Aalysis ad H Corol for Swiched Sochasic Sysems Joural of he Frakli Isiue 9() [] Buzurovic I. Debeljkovic D. ad Jovaovic A. A Efficie Mehod for Fiie ime Sabiliy Calculaio of Coiuous ime Delay Sysems 9h Asia Corol Coferece (ASCC) IEEE Publisher Isabul. [] Weg F. ad Mao J. Robus Sabiliy ad Sabilizaio of Ucerai Discree Sigular ime-delay Sysems Based o PNP Lyapuov Fucioal IMA Joural of Mahemaical Corol ad Iformaio () -. [] Jabbari F. Disurbace Aeuaio of LPV Sysems wih Bouded Ipus Dyamics ad Corol (). [] Nguye. ad Jabbari F. Oupu Feedback Corollers for Disurbace Aeuaio wih Acuaor Ampliude ad Rae Sauraio Auomaica 6(9) 9 6. [6] Nguye. ad Jabbari F. Disurbace Aeuaio for Sysems wih Ipu Sauraio: a LMI Approach IEEE ras Auomaic Corol 999 () [7] Weg F. ad Mao W. Delay-Rage-Depede ad Delay-Disribuio- Idepede Sabiliy Crieria for Discree-ime Sigular Markovia Jump Sysems Ieraioal Joural of Corol Auomaio ad Sysems (). [8] Zhao Y. Su W. ad Gao H. Robus Corol Syhesis for Sea Suspesio Sysems wih Acuaor Sauraio ad ime-varyig Ipu Delay Joural of Soud ad Vibraio 9(). [9] Dig Y. Weg F. ad Liag L. Acive Vibraio Aeuaio for Ucerai Buildigs Srucural Sysems wih Sesor Fauls Joural of compuers 8() JOURNAL OF LOW FREQUENCY NOISE VIBRAION AND ACIVE CONROL

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

A Robust H Filter Design for Uncertain Nonlinear Singular Systems

A Robust H Filter Design for Uncertain Nonlinear Singular Systems A Robus H Filer Desig for Ucerai Noliear Sigular Sysems Qi Si, Hai Qua Deparme of Maageme Ier Mogolia He ao College Lihe, Chia College of Mahemaics Sciece Ier Mogolia Normal Uiversiy Huhho, Chia Absrac

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

A Complex Neural Network Algorithm for Computing the Largest Real Part Eigenvalue and the corresponding Eigenvector of a Real Matrix

A Complex Neural Network Algorithm for Computing the Largest Real Part Eigenvalue and the corresponding Eigenvector of a Real Matrix 4h Ieraioal Coferece o Sesors, Mecharoics ad Auomaio (ICSMA 06) A Complex Neural Newor Algorihm for Compuig he Larges eal Par Eigevalue ad he correspodig Eigevecor of a eal Marix HANG AN, a, XUESONG LIANG,

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

11. Adaptive Control in the Presence of Bounded Disturbances Consider MIMO systems in the form,

11. Adaptive Control in the Presence of Bounded Disturbances Consider MIMO systems in the form, Lecure 6. Adapive Corol i he Presece of Bouded Disurbaces Cosider MIMO sysems i he form, x Aref xbu x Bref ycmd (.) y Cref x operaig i he presece of a bouded ime-depede disurbace R. All he assumpios ad

More information

FIXED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE

FIXED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE Mohia & Samaa, Vol. 1, No. II, December, 016, pp 34-49. 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

More information

Fuzzy PID Iterative learning control for a class of Nonlinear Systems with Arbitrary Initial Value Xiaohong Hao and Dongjiang Wang

Fuzzy PID Iterative learning control for a class of Nonlinear Systems with Arbitrary Initial Value Xiaohong Hao and Dongjiang Wang 7h Ieraioal Coferece o Educaio Maageme Compuer ad Medicie (EMCM 216) Fuzzy PID Ieraive learig corol for a class of Noliear Sysems wih Arbirary Iiial Value Xiaohog Hao ad Dogjiag Wag School of Compuer ad

More information

Boundary-to-Displacement Asymptotic Gains for Wave Systems With Kelvin-Voigt Damping

Boundary-to-Displacement Asymptotic Gains for Wave Systems With Kelvin-Voigt Damping Boudary-o-Displaceme Asympoic Gais for Wave Sysems Wih Kelvi-Voig Dampig Iasso Karafyllis *, Maria Kooriaki ** ad Miroslav Krsic *** * Dep. of Mahemaics, Naioal Techical Uiversiy of Ahes, Zografou Campus,

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

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

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

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

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

Problems and Solutions for Section 3.2 (3.15 through 3.25)

Problems and Solutions for Section 3.2 (3.15 through 3.25) 3-7 Problems ad Soluios for Secio 3 35 hrough 35 35 Calculae he respose of a overdamped sigle-degree-of-freedom sysem o a arbirary o-periodic exciaio Soluio: From Equaio 3: x = # F! h "! d! For a overdamped

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

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

Solutions Manual 4.1. nonlinear. 4.2 The Fourier Series is: and the fundamental frequency is ω 2π

Solutions Manual 4.1. nonlinear. 4.2 The Fourier Series is: and the fundamental frequency is ω 2π Soluios Maual. (a) (b) (c) (d) (e) (f) (g) liear oliear liear liear oliear oliear liear. The Fourier Series is: F () 5si( ) ad he fudameal frequecy is ω f ----- H z.3 Sice V rms V ad f 6Hz, he Fourier

More information

Optimization of Rotating Machines Vibrations Limits by the Spring - Mass System Analysis

Optimization of Rotating Machines Vibrations Limits by the Spring - Mass System Analysis Joural of aerials Sciece ad Egieerig B 5 (7-8 (5 - doi: 765/6-6/57-8 D DAVID PUBLISHING Opimizaio of Roaig achies Vibraios Limis by he Sprig - ass Sysem Aalysis BENDJAIA Belacem sila, Algéria Absrac: The

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

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

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

Performances and Stability Analysis of Networked Control Systems

Performances and Stability Analysis of Networked Control Systems Performaces ad Sabiliy Aalysis of Neworked Corol Sysems Yuaqig Xia, Li Zhou, Jie Che, Guopig Liu 2. Beijig Isiue of echology, Beijig 8,Chia E-mail: xia_yuaqig@63.e lixi_545@bi.edu.c chejie@bi.edu.c 2.

More information

State and Parameter Estimation of The Lorenz System In Existence of Colored Noise

State and Parameter Estimation of The Lorenz System In Existence of Colored Noise Sae ad Parameer Esimaio of he Lorez Sysem I Eisece of Colored Noise Mozhga Mombeii a Hamid Khaloozadeh b a Elecrical Corol ad Sysem Egieerig Researcher of Isiue for Research i Fudameal Scieces (IPM ehra

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

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

Electrical Engineering Department Network Lab.

Electrical Engineering Department Network Lab. Par:- Elecrical Egieerig Deparme Nework Lab. Deermiaio of differe parameers of -por eworks ad verificaio of heir ierrelaio ships. Objecive: - To deermie Y, ad ABD parameers of sigle ad cascaded wo Por

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

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

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

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

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

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

Impulsive Tracking Control for Non-measurable State with Time-delay

Impulsive Tracking Control for Non-measurable State with Time-delay JOURNAL OF NEWORKS VOL 8 NO 4 APRIL 3 85 Impulsive racig Corol for No-measurable Sae wih ime-delay Yuaiag Che College Guizhou izu Uiversiy Guiyag555 Chia Email: yuaiagc@6com Rebi ia Deparme of Educaio

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

Sliding Mode Control for Robust Stabilization of Uncertain Input-Delay Systems

Sliding Mode Control for Robust Stabilization of Uncertain Input-Delay Systems 98 CSE: he siue of Corol, uoaio ad Syses Egieers, KORE Vol, No, Jue, Slidig Mode Corol for Robus Sabilizaio of Ucerai pu-delay Syses Youg-Hoo Roh ad Ju-Ho Oh bsrac: his paper is cocered wih a delay-depede

More information

The Eigen Function of Linear Systems

The Eigen Function of Linear Systems 1/25/211 The Eige Fucio of Liear Sysems.doc 1/7 The Eige Fucio of Liear Sysems Recall ha ha we ca express (expad) a ime-limied sigal wih a weighed summaio of basis fucios: v ( ) a ψ ( ) = where v ( ) =

More information

Guaranteed Cost Control for Uncertain Nonlinear time-delay Systems

Guaranteed Cost Control for Uncertain Nonlinear time-delay Systems Guaraee Cos Corol for Ucerai Noliear ime-elay Sysems Ji Feihu* Hog Bigrog * a Huiju Gao ** *Deparme of Compuer Sciece a echology Harbi Isiue of echology, Harbi, 5, PRChia ** Deparme of Corol Sciece a Egieerig

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

B. Maddah INDE 504 Simulation 09/02/17

B. Maddah INDE 504 Simulation 09/02/17 B. Maddah INDE 54 Simulaio 9/2/7 Queueig Primer Wha is a queueig sysem? A queueig sysem cosiss of servers (resources) ha provide service o cusomers (eiies). A Cusomer requesig service will sar service

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

Analysis of Using a Hybrid Neural Network Forecast Model to Study Annual Precipitation

Analysis of Using a Hybrid Neural Network Forecast Model to Study Annual Precipitation Aalysis of Usig a Hybrid Neural Nework Forecas Model o Sudy Aual Precipiaio Li MA, 2, 3, Xuelia LI, 2, Ji Wag, 2 Jiagsu Egieerig Ceer of Nework Moiorig, Najig Uiversiy of Iformaio Sciece & Techology, Najig

More information

CHARACTERIZATIONS OF THE NON-UNIFORM IN TIME ISS PROPERTY AND APPLICATIONS

CHARACTERIZATIONS OF THE NON-UNIFORM IN TIME ISS PROPERTY AND APPLICATIONS CHARACTERIZATIONS OF THE NON-UNIFORM IN TIME ISS PROPERTY AND APPLICATIONS I. Karafyllis ad J. Tsiias Depare of Maheaics, Naioal Techical Uiversiy of Ahes, Zografou Capus 578, Ahes, Greece Eail: jsi@ceral.ua.gr.

More information

Section 8 Convolution and Deconvolution

Section 8 Convolution and Deconvolution APPLICATIONS IN SIGNAL PROCESSING Secio 8 Covoluio ad Decovoluio This docume illusraes several echiques for carryig ou covoluio ad decovoluio i Mahcad. There are several operaors available for hese fucios:

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

F D D D D F. smoothed value of the data including Y t the most recent data.

F D D D D F. smoothed value of the data including Y t the most recent data. Module 2 Forecasig 1. Wha is forecasig? Forecasig is defied as esimaig he fuure value ha a parameer will ake. Mos scieific forecasig mehods forecas he fuure value usig pas daa. I Operaios Maageme forecasig

More information

Journal of Mechanical Science and Technology 23 (2009) 1058~1064. Dynamic behaviors of nonlinear fractional-order differential oscillator

Journal of Mechanical Science and Technology 23 (2009) 1058~1064. Dynamic behaviors of nonlinear fractional-order differential oscillator Joural of Mechaical Sciece ad Techology 3 (9) 58~64 Joural of Mechaical Sciece ad Techology www.sprigerlik.com/coe/738-494x DOI.7/s6-9-34-4 Dyamic behaviors of oliear fracioal-order differeial oscillaor

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

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

BE.430 Tutorial: Linear Operator Theory and Eigenfunction Expansion

BE.430 Tutorial: Linear Operator Theory and Eigenfunction Expansion BE.43 Tuorial: Liear Operaor Theory ad Eigefucio Expasio (adaped fro Douglas Lauffeburger) 9//4 Moivaig proble I class, we ecouered parial differeial equaios describig rasie syses wih cheical diffusio.

More information

FRACTIONAL SYNCHRONIZATION OF CHAOTIC SYSTEMS WITH DIFFERENT ORDERS

FRACTIONAL SYNCHRONIZATION OF CHAOTIC SYSTEMS WITH DIFFERENT ORDERS THE PUBLISHING HOUSE PROCEEINGS OF THE ROMANIAN ACAEMY, Series A, OF THE ROMANIAN ACAEMY Volume 1, Number 4/01, pp 14 1 FRACTIONAL SYNCHRONIZATION OF CHAOTIC SYSTEMS WITH IFFERENT ORERS Abolhassa RAZMINIA

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

Stability Analysis of Discrete-Time Piecewise-Linear Systems: A Generating Function Approach

Stability Analysis of Discrete-Time Piecewise-Linear Systems: A Generating Function Approach Ieraioal Joural of Corol, Auomaio, ad Sysems (4) (5):5- DOI.7/s555-3-64- ISSN:598-6446 eissn:5-49 hp://www.spriger.com/555 Sabiliy Aalysis of Discree-Time Piecewise-Liear Sysems: A Geeraig Fucio Approach

More information

φ ( t ) = φ ( t ). The notation denotes a norm that is usually

φ ( t ) = φ ( t ). The notation denotes a norm that is usually 7h Europea Sigal Processig Coferece (EUSIPCO 9) Glasgo, Scolad, Augus -8, 9 DESIG OF DIGITAL IIR ITEGRATOR USIG RADIAL BASIS FUCTIO ITERPOLATIO METOD Chie-Cheg Tseg ad Su-Lig Lee Depar of Compuer ad Commuicaio

More information

λiv Av = 0 or ( λi Av ) = 0. In order for a vector v to be an eigenvector, it must be in the kernel of λi

λiv Av = 0 or ( λi Av ) = 0. In order for a vector v to be an eigenvector, it must be in the kernel of λi Liear lgebra Lecure #9 Noes This week s lecure focuses o wha migh be called he srucural aalysis of liear rasformaios Wha are he irisic properies of a liear rasformaio? re here ay fixed direcios? The discussio

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

LINEAR APPROXIMATION OF THE BASELINE RBC MODEL JANUARY 29, 2013

LINEAR APPROXIMATION OF THE BASELINE RBC MODEL JANUARY 29, 2013 LINEAR APPROXIMATION OF THE BASELINE RBC MODEL JANUARY 29, 203 Iroducio LINEARIZATION OF THE RBC MODEL For f( x, y, z ) = 0, mulivariable Taylor liear expasio aroud f( x, y, z) f( x, y, z) + f ( x, y,

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

LINEAR APPROXIMATION OF THE BASELINE RBC MODEL SEPTEMBER 17, 2013

LINEAR APPROXIMATION OF THE BASELINE RBC MODEL SEPTEMBER 17, 2013 LINEAR APPROXIMATION OF THE BASELINE RBC MODEL SEPTEMBER 7, 203 Iroducio LINEARIZATION OF THE RBC MODEL For f( xyz,, ) = 0, mulivariable Taylor liear expasio aroud f( xyz,, ) f( xyz,, ) + f( xyz,, )( x

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

Online Learning of Optimal Control Solutions Using Integral Reinforcement Learning and Neural Networks

Online Learning of Optimal Control Solutions Using Integral Reinforcement Learning and Neural Networks Olie Learig of Opimal Corol Soluios Usig Iegral Reiforceme Learig ad Neural Neworks Kyriakos G Vamvoudakis, Dragua Vrabie ad Frak L Lewis, Fellow, IEEE Auomaio ad Roboics Research Isiue, Uiversiy of eas

More information

Inverse Heat Conduction Problem in a Semi-Infinite Circular Plate and its Thermal Deflection by Quasi-Static Approach

Inverse Heat Conduction Problem in a Semi-Infinite Circular Plate and its Thermal Deflection by Quasi-Static Approach Available a hp://pvamu.edu/aam Appl. Appl. Mah. ISSN: 93-9466 Vol. 5 Issue ue pp. 7 Previously Vol. 5 No. Applicaios ad Applied Mahemaics: A Ieraioal oural AAM Iverse Hea Coducio Problem i a Semi-Ifiie

More information

Available online at ScienceDirect. Procedia Computer Science 103 (2017 ) 67 74

Available online at   ScienceDirect. Procedia Computer Science 103 (2017 ) 67 74 Available olie a www.sciecedirec.com ScieceDirec Procedia Compuer Sciece 03 (07 67 74 XIIh Ieraioal Symposium «Iellige Sysems» INELS 6 5-7 Ocober 06 Moscow Russia Real-ime aerodyamic parameer ideificaio

More information

Current Control of IPMSM to Avoid Voltage Saturation for Changing Frequency and Amplitude of Vibration Torque Reference

Current Control of IPMSM to Avoid Voltage Saturation for Changing Frequency and Amplitude of Vibration Torque Reference IEEE PEDS 17, Hoolulu, USA 1-15 December 17 Corol of IPMSM o Avoid Sauraio for Chagig Frequecy ad Ampliude of ibraio Referece Ryohei Masuura, Takeo Sugiyama, Takaharu Takeshia, Yugo Tadao, Shizuori Hamada,

More information

Comparisons Between RV, ARV and WRV

Comparisons Between RV, ARV and WRV Comparisos Bewee RV, ARV ad WRV Cao Gag,Guo Migyua School of Maageme ad Ecoomics, Tiaji Uiversiy, Tiaji,30007 Absrac: Realized Volailiy (RV) have bee widely used sice i was pu forward by Aderso ad Bollerslev

More information

International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research)

International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research) Ieraioal Associaio of Scieific Iovaio ad Research (IASIR (A Associaio Uifyig he Scieces, Egieerig, ad Applied Research ISSN (Pri: 79- ISSN (Olie: 79-39 Ieraioal Joural of Egieerig, Busiess ad Eerprise

More information

Vibration 2-1 MENG331

Vibration 2-1 MENG331 Vibraio MENG33 Roos of Char. Eq. of DOF m,c,k sysem for λ o he splae λ, ζ ± ζ FIG..5 Dampig raios of commo maerials 3 4 T d T d / si cos B B e d d ζ ˆ ˆ d T N e B e B ζ ζ d T T w w e e e B e B ˆ ˆ ζ ζ

More information

Guaranteed cost finite-time control for positive switched delay systems with ADT

Guaranteed cost finite-time control for positive switched delay systems with ADT Ieraioal Joural o dvaced Research i Comuer Egieerig & echology (IJRCE) Volume 6 Issue 9 Seember 7 ISSN: 78 33 Guaraeed cos iie-ime corol or osiive swiched delay sysems wih D Xiagyag Cao Migliag Ma Hao

More information

Clock Skew and Signal Representation

Clock Skew and Signal Representation Clock Skew ad Sigal Represeaio Ch. 7 IBM Power 4 Chip 0/7/004 08 frequecy domai Program Iroducio ad moivaio Sequeial circuis, clock imig, Basic ools for frequecy domai aalysis Fourier series sigal represeaio

More information

Vibration damping of the cantilever beam with the use of the parametric excitation

Vibration damping of the cantilever beam with the use of the parametric excitation The s Ieraioal Cogress o Soud ad Vibraio 3-7 Jul, 4, Beijig/Chia Vibraio dampig of he cailever beam wih he use of he parameric exciaio Jiří TŮMA, Pavel ŠURÁNE, Miroslav MAHDA VSB Techical Uiversi of Osrava

More information

Convergence Analysis of Multi-innovation Learning Algorithm Based on PID Neural Network

Convergence Analysis of Multi-innovation Learning Algorithm Based on PID Neural Network Sesors & rasducers, Vol., Secial Issue, May 03,. 4-46 Sesors & rasducers 03 by IFSA h://www.sesorsoral.com Coergece Aalysis of Muli-ioaio Learig Algorihm Based o PID Neural Nework Gag Re,, Pile Qi, Mimi

More information

SHOCK AND VIBRATION RESPONSE SPECTRA COURSE Unit 21 Base Excitation Shock: Classical Pulse

SHOCK AND VIBRATION RESPONSE SPECTRA COURSE Unit 21 Base Excitation Shock: Classical Pulse SHOCK AND VIBRAION RESPONSE SPECRA COURSE Ui 1 Base Exciaio Shock: Classical Pulse By om Irvie Email: omirvie@aol.com Iroucio Cosier a srucure subjece o a base exciaio shock pulse. Base exciaio is also

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

Procedia - Social and Behavioral Sciences 230 ( 2016 ) Joint Probability Distribution and the Minimum of a Set of Normalized Random Variables

Procedia - Social and Behavioral Sciences 230 ( 2016 ) Joint Probability Distribution and the Minimum of a Set of Normalized Random Variables Available olie a wwwsciecedireccom ScieceDirec Procedia - Social ad Behavioral Scieces 30 ( 016 ) 35 39 3 rd Ieraioal Coferece o New Challeges i Maageme ad Orgaizaio: Orgaizaio ad Leadership, May 016,

More information

10.3 Autocorrelation Function of Ergodic RP 10.4 Power Spectral Density of Ergodic RP 10.5 Normal RP (Gaussian RP)

10.3 Autocorrelation Function of Ergodic RP 10.4 Power Spectral Density of Ergodic RP 10.5 Normal RP (Gaussian RP) ENGG450 Probabiliy ad Saisics for Egieers Iroducio 3 Probabiliy 4 Probabiliy disribuios 5 Probabiliy Desiies Orgaizaio ad descripio of daa 6 Samplig disribuios 7 Ifereces cocerig a mea 8 Comparig wo reames

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

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

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

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

Four equations describe the dynamic solution to RBC model. Consumption-leisure efficiency condition. Consumption-investment efficiency condition

Four equations describe the dynamic solution to RBC model. Consumption-leisure efficiency condition. Consumption-investment efficiency condition LINEAR APPROXIMATION OF THE BASELINE RBC MODEL FEBRUARY, 202 Iroducio For f(, y, z ), mulivariable Taylor liear epasio aroud (, yz, ) f (, y, z) f(, y, z) + f (, y, z)( ) + f (, y, z)( y y) + f (, y, z)(

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

Let s express the absorption of radiation by dipoles as a dipole correlation function.

Let s express the absorption of radiation by dipoles as a dipole correlation function. MIT Deparme of Chemisry 5.74, Sprig 004: Iroducory Quaum Mechaics II Isrucor: Prof. Adrei Tokmakoff p. 81 Time-Correlaio Fucio Descripio of Absorpio Lieshape Le s express he absorpio of radiaio by dipoles

More information

METHOD OF THE EQUIVALENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBLEM FOR ELASTIC DIFFUSION LAYER

METHOD OF THE EQUIVALENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBLEM FOR ELASTIC DIFFUSION LAYER Maerials Physics ad Mechaics 3 (5) 36-4 Received: March 7 5 METHOD OF THE EQUIVAENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBEM FOR EASTIC DIFFUSION AYER A.V. Zemsov * D.V. Tarlaovsiy Moscow Aviaio Isiue

More information

Four equations describe the dynamic solution to RBC model. Consumption-leisure efficiency condition. Consumption-investment efficiency condition

Four equations describe the dynamic solution to RBC model. Consumption-leisure efficiency condition. Consumption-investment efficiency condition LINEARIZING AND APPROXIMATING THE RBC MODEL SEPTEMBER 7, 200 For f( x, y, z ), mulivariable Taylor liear expasio aroud ( x, yz, ) f ( x, y, z) f( x, y, z) + f ( x, y, z)( x x) + f ( x, y, z)( y y) + f

More information

MODERN CONTROL SYSTEMS

MODERN CONTROL SYSTEMS MODERN CONTROL SYSTEMS Lecure 9, Sae Space Repreeaio Emam Fahy Deparme of Elecrical ad Corol Egieerig email: emfmz@aa.edu hp://www.aa.edu/cv.php?dip_ui=346&er=6855 Trafer Fucio Limiaio TF = O/P I/P ZIC

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

APPLICATION OF THEORETICAL NUMERICAL TRANSFORMATIONS TO DIGITAL SIGNAL PROCESSING ALGORITHMS. Antonio Andonov, Ilka Stefanova

APPLICATION OF THEORETICAL NUMERICAL TRANSFORMATIONS TO DIGITAL SIGNAL PROCESSING ALGORITHMS. Antonio Andonov, Ilka Stefanova 78 Ieraioal Joural Iformaio Theories ad Applicaios, Vol. 25, Number 1, 2018 APPLICATION OF THEORETICAL NUMERICAL TRANSFORMATIONS TO DIGITAL SIGNAL PROCESSING ALGORITHMS Aoio Adoov, Ila Sefaova Absrac:

More information

SUMMATION OF INFINITE SERIES REVISITED

SUMMATION OF INFINITE SERIES REVISITED SUMMATION OF INFINITE SERIES REVISITED I several aricles over he las decade o his web page we have show how o sum cerai iiie series icludig he geomeric series. We wa here o eed his discussio o he geeral

More information

Numerical Solution of Parabolic Volterra Integro-Differential Equations via Backward-Euler Scheme

Numerical Solution of Parabolic Volterra Integro-Differential Equations via Backward-Euler Scheme America Joural of Compuaioal ad Applied Maemaics, (6): 77-8 DOI:.59/.acam.6. Numerical Soluio of Parabolic Volerra Iegro-Differeial Equaios via Bacward-Euler Sceme Ali Filiz Deparme of Maemaics, Ada Mederes

More information

Linear System Theory

Linear System Theory Naioal Tsig Hua Uiversiy Dearme of Power Mechaical Egieerig Mid-Term Eamiaio 3 November 11.5 Hours Liear Sysem Theory (Secio B o Secio E) [11PME 51] This aer coais eigh quesios You may aswer he quesios

More information

If boundary values are necessary, they are called mixed initial-boundary value problems. Again, the simplest prototypes of these IV problems are:

If boundary values are necessary, they are called mixed initial-boundary value problems. Again, the simplest prototypes of these IV problems are: 3. Iiial value problems: umerical soluio Fiie differeces - Trucaio errors, cosisecy, sabiliy ad covergece Crieria for compuaioal sabiliy Explici ad implici ime schemes Table of ime schemes Hyperbolic ad

More information

MODIFIED ADOMIAN DECOMPOSITION METHOD FOR SOLVING RICCATI DIFFERENTIAL EQUATIONS

MODIFIED ADOMIAN DECOMPOSITION METHOD FOR SOLVING RICCATI DIFFERENTIAL EQUATIONS Review of he Air Force Academy No 3 (3) 15 ODIFIED ADOIAN DECOPOSIION EHOD FOR SOLVING RICCAI DIFFERENIAL EQUAIONS 1. INRODUCION Adomia decomposiio mehod was foud by George Adomia ad has recely become

More information

A Two-Level Quantum Analysis of ERP Data for Mock-Interrogation Trials. Michael Schillaci Jennifer Vendemia Robert Buzan Eric Green

A Two-Level Quantum Analysis of ERP Data for Mock-Interrogation Trials. Michael Schillaci Jennifer Vendemia Robert Buzan Eric Green A Two-Level Quaum Aalysis of ERP Daa for Mock-Ierrogaio Trials Michael Schillaci Jeifer Vedemia Rober Buza Eric Gree Oulie Experimeal Paradigm 4 Low Workload; Sigle Sessio; 39 8 High Workload; Muliple

More information

Discrete-Time Signals and Systems. Introduction to Digital Signal Processing. Independent Variable. What is a Signal? What is a System?

Discrete-Time Signals and Systems. Introduction to Digital Signal Processing. Independent Variable. What is a Signal? What is a System? Discree-Time Sigals ad Sysems Iroducio o Digial Sigal Processig Professor Deepa Kudur Uiversiy of Toroo Referece: Secios. -.4 of Joh G. Proakis ad Dimiris G. Maolakis, Digial Sigal Processig: Priciples,

More information

Fourier transform. Continuous-time Fourier transform (CTFT) ω ω

Fourier transform. Continuous-time Fourier transform (CTFT) ω ω Fourier rasform Coiuous-ime Fourier rasform (CTFT P. Deoe ( he Fourier rasform of he sigal x(. Deermie he followig values, wihou compuig (. a (0 b ( d c ( si d ( d d e iverse Fourier rasform for Re { (

More information

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.265/15.070J Fall 2013 Lecture 4 9/16/2013. Applications of the large deviation technique

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.265/15.070J Fall 2013 Lecture 4 9/16/2013. Applications of the large deviation technique MASSACHUSETTS ISTITUTE OF TECHOLOGY 6.265/5.070J Fall 203 Lecure 4 9/6/203 Applicaios of he large deviaio echique Coe.. Isurace problem 2. Queueig problem 3. Buffer overflow probabiliy Safey capial for

More information

K3 p K2 p Kp 0 p 2 p 3 p

K3 p K2 p Kp 0 p 2 p 3 p Mah 80-00 Mo Ar 0 Chaer 9 Fourier Series ad alicaios o differeial equaios (ad arial differeial equaios) 9.-9. Fourier series defiiio ad covergece. The idea of Fourier series is relaed o he liear algebra

More information

CS623: Introduction to Computing with Neural Nets (lecture-10) Pushpak Bhattacharyya Computer Science and Engineering Department IIT Bombay

CS623: Introduction to Computing with Neural Nets (lecture-10) Pushpak Bhattacharyya Computer Science and Engineering Department IIT Bombay CS6: Iroducio o Compuig ih Neural Nes lecure- Pushpak Bhaacharyya Compuer Sciece ad Egieerig Deparme IIT Bombay Tilig Algorihm repea A kid of divide ad coquer sraegy Give he classes i he daa, ru he percepro

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

A Novel Approach for Solving Burger s Equation

A Novel Approach for Solving Burger s Equation Available a hp://pvamu.edu/aam Appl. Appl. Mah. ISSN: 93-9466 Vol. 9, Issue (December 4), pp. 54-55 Applicaios ad Applied Mahemaics: A Ieraioal Joural (AAM) A Novel Approach for Solvig Burger s Equaio

More information