Research Article Stability Analysis of a Ratio-Dependent Predator-Prey Model Incorporating a Prey Refuge

Size: px
Start display at page:

Download "Research Article Stability Analysis of a Ratio-Dependent Predator-Prey Model Incorporating a Prey Refuge"

Transcription

1 Applied Mathematics Aticle ID pages Reseach Aticle Stability Analysis of a Ratio-Dependent Pedato-Pey Model Incopoating a Pey Refuge Lingshu Wang and Guanghui Feng School of Mathematics and Statistics Hebei Univesity of Economics & Business Shijiazhuang China Institute of Applied Mathematics Shijiazhuang Mechanical Engineeing College Shijiazhuang China Coespondence should be addessed to Lingshu Wang; wanglingshu@6com Received 4 Novembe 03; Revised Febuay 04; Accepted Febuay 04; Published 3 Mach 04 Academic Edito: Shan Zhao Copyight 04 L Wang and G Feng This is an open access aticle distibuted unde the Ceative Commons Attibution License which pemits unesticted use distibution and epoduction in any medium povided the oiginal wo is popely cited A atio-dependent pedato-pey model incopoating a pey efuge with disease in the pey population is fomulated and analyzed The effects of time delay due to the gestation of the pedato and stage stuctue fo the pedato on the dynamics of the system ae concened By analyzing the coesponding chaacteistic equations the local stability of a pedato-extinction equilibium and a coexistence equilibium of the system is discussed espectively Futhe it is poved that the system undegoes a Hopf bifucation at the coexistence equilibium when τ=τ 0 By compaison aguments sufficient conditions ae obtained fo the global stability of the pedato-extinction equilibium By using an iteation technique sufficient conditions ae deived fo the global attactivity of the coexistence equilibium of the poposed system Intoduction Since the pioneeing wo of Kemac-Mcendic on SIRS [] epidemiological models have eceived much attention fom scientists Mathematical models have become impotant tools in analyzing the spead and contol of infectious disease It is of moe biological significance to conside the effect of inteacting species when we study the dynamical behavios of epidemiological models Ecoepidemiology which is a elatively new banch of study in theoetical biology tacles such situations by dealing with both ecological and epidemiological issues It can be viewed as the coupling of an ecological pedato-pey model and an epidemiological SI SIS o SIRS model Following Andeso and May []who wee the fist to popose an ecoepidemiological model by meging the ecological pedato-pey model intoduced by Lota and Voltea the effect of disease in ecological system is an impotant issue fom mathematical and ecological point of view Many wos have been devoted to the study of the effects of a disease on a pedato-pey system [ 5] In [5] Xiao and Chen have consideed a atio-dependent pedatopey system with disease in the pey Conside =S( S+I K ) βsi =βsi biy ay + I dy = pbiy ay + I cy whee S(t) and I(t) epesent the densities of susceptible and infected pey population at time tespectivelyandy(t) epesents the density of the pedato population at time t The paametes K β d b a pandc aepositiveconstants epesenting the pey intinsic gowth ate caying capacity tansmission ate the infected pey death ate captuing ate half captuing satuation constant convesion ate and the pedato death ate espectively A peiodic solution can occu whethe the system () is pemanent o not; that is thee ae solutions which tend to disease-fee equilibium while bifucating peiodic solution exists Recently the qualitative analysis of pedato-pey models incopoating a pey efuge has been done by many authos see [3 4] In [3] Pal and Samanta incopoated a pey efuge ()

2 Applied Mathematics ( m)i into system () Sufficient conditions wee deived fo the stability of the equilibia of the system We note that it is assumed in system () that each individual pedato admits the same ability to feed on pey ThisassumptionseemsnottobeealisticfomanyanimalsIn the natual wold thee ae many species whose individuals pass though an immatue stage duing which they ae aised by thei paents and the ate at which they attac pey can be ignoed Moeove it can be assumed that thei epoductive ate duing this stage is zeo Stage-stuctue is a natual phenomenon and epesents fo example the division of a population into immatue and matue individuals Stagestuctued models have eceived geat attention in ecent yeas (see eg [6 9]) Time delays of one type o anothe have been incopoated into biological models by many eseaches (see eg [8 ]) In geneal delay diffeential equations exhibit much moe complicated dynamics than odinay diffeential equations since a time delay could cause the population to fluctuate Time delay due to gestation is a common example because geneally the consumption of pey by the pedato thoughoutitspasthistoygovensthepesentbithateof the pedato Theefoe moe ealistic models of population inteactions should tae into account the effect of time delays Basedontheabovediscussionsinthispapeweincopoate a pey efuge stage stuctue fo the pedato and time delay due to the gestation of pedato into the system () To this end we study the following diffeential equations: S (t) +I(t) =S(t) ( ) βs(t) I (t) K =βs(t) I (t) (t) b ( m) I (t) Y (t) ay (t) + ( m) I (t) dy = pb ( m) I (t τ) Y () (t τ) ay (t τ) + ( m) I (t τ) ( +d )Y (t) dy = Y (t) d Y (t) whee Y (t) and Y (t) epesent the densities of the immatue and the matue pedato population at time t espectively the paametes d d and ae positive constants in which d and d ae the death ates of the immatue and the matue pedato espectively denotes the ate of immatue pedato becoming matue pedato the constant popotion infectedpey efugeis ( m)iwheem [0)is a constant and τ 0 is a constant delay due to the gestation of the pedato The initial conditions fo system ()taethefom S (θ) =φ (θ) 0 I(θ) =φ (θ) 0 Y (θ) =φ (θ) 0 Y (θ) =φ (θ) 0 θ [ τ 0) φ (0) >0 φ (0) >0 φ (0) >0 φ (0) >0 (φ (θ) φ (θ) φ (θ) φ (θ)) C([ τ 0] R 4 +0 ) whee R 4 +0 ={(x x x 3 x 4 ):x i 0i=34} (3) It is well nown by the fundamental theoy of functional diffeential equations [] that system () has a unique solution (S(t) I(t) Y (t) Y (t)) satisfying initial conditions (3) The oganization of this pape is as follows In the next section we show the positivity and the boundedness of solutions of system() with initial conditions (3)In Section 3 we investigate the global stability of the pedato-extinction equilibium In Section 4 we establish the local stability and the global attactivity of the coexistence equilibium of system () Futhe we study the existence of Hopf bifucation fo system ()at the positive equilibiuma bief discussion is given in Section 5 to conclude this wo Peinaies In this section we show the positivity and the boundedness of solutions of system () with initial conditions (3) Theoem Solutions of system () with initial conditions (3) ae positive fo all t 0 Poof Let (S(t) I(t) Y (t) Y (t)) be a solution of system () with initial conditions (3) It follows fom the fist and the second equations of system ()that t S (t) =S(0) exp { [ 0 K S (t) ( K +β)i(t)]}>0 (4) I (t) t b ( m) Y =I(0) exp { [βs (t) d (t) 0 ay (t)+( m) I (t) ]} >0 (5) Let us conside Y (t) and Y (t) fot [0τ]Since ψ (θ) 0 fo θ [ τ0] we deive fom the thid equation of system ()that dy ( +d ) Y (t) (6) Since ψ (0) > 0 a standad compaison agument shows that Y (t) Y (0) e ( +d )t >0; (7) that is Y (t) > 0 fo t [0τ]Fot [0τ]itfollowsfom the fouth equation of ()that dy d Y (t) (8) Since ψ (0) > 0 a standad compaison agument shows that Y (t) Y (0) e d t >0; (9) that is Y (t) > 0 fo t [0τ]Inasimilawayweteatthe intevals [ττ][nτ(n + )τ] n NThusS(t) > 0 I(t) > 0 Y (t) > 0andY (t) > 0foallt 0 This completes the poof

3 Applied Mathematics 3 Theoem Positive solutions of system () with initial conditions (3) ae ultimately bounded Poof Let (S(t) I(t) Y (t) Y (t)) be any positive solution of system () with initial conditions (3) Denote d = min{d d d }Define V (t) =ps(t τ) +pi(t τ) +Y (t) +Y (t) (0) Calculating the deivative of V(t) along positive solutions of system () it follows that dv = p S (t τ)[k S(t τ) I(t τ)] K p(t τ) d Y (t) d Y (t) dv (t) p K K(+ d) [S (t τ) ] + pk( + d) () which yields pk( + d) supv (t) t 4 d () If we choose M = (K( + d) )/4 d and M = (pk( + d) )/4 dthen sups (t) M t This completes the poof supi (t) M t supy i (t) M (i =) t 3 Pedato-Extinction Equilibium and Its Stability 4 (3) In this section we discuss the stability of the pedatoextinction equilibium It is easy to show that if Kβ > d system() admitsa pedato-extinction equilibium E (S I 00)whee S = d β I = (Kβ d) β(kβ+) (4) The chaacteistic equation of system () attheequilib- ium E is of the fom λ +g λ+g 0 +f 0 e λτ =0 (5) whee g =( +d +d ) g 0 =d ( +d ) f 0 = pb When τ=0ifd ( +d )>pb thene is locally asymptotically stable and if d ( +d )<pb thene is unstable It is easily seen that g g 0 =( +d ) +d >0 (6) g 0 f 0 =d ( +d )+pb >0 Hence if d ( +d )>pb bylemmabin[] it follows that the equilibium E is locally asymptotically stable fo all τ 0Ifd ( +d )<pb thene is unstable fo all τ 0 Theoem 3 Let Kβ > d hold; the pedato-extinction equilibium E is globally stable povided that d ( +d )>pb 0 < ( m) < a (Kβ d) (7) b Poof Basedonabovediscussionsweonlypovetheglobal attactivity of the equilibium E Let(S(t) I(t) Y (t) Y (t)) be any positive solution of system () with initial conditions (3) It follows fom the fist and the second equations of system ()that =S( S+I K ) βsi βsi (8) Conside the following auxiliay equations: dx dx =x ( x +x K ) βx x =βx x dx (9) If Kβ > d then by Theoem 3 in [4] it follows fom (9)that x (t) = d β By compaison we obtain that x (t) = (Kβ d) β(kβ+) (0) sups (t) d β supi (t) (Kβ d) β(kβ+) =I () Hence fo ε>0sufficiently small thee is a T >0such that if t>t theni(t) I +ε It follows fom the thid and the fouth equations of system ()thatfot>t +τ dy dy pb ( m) (I +ε)y (t τ) ay (t τ) + ( m) (I +ε) ( +d )Y (t) = Y (t) d Y (t) Conside the following auxiliay equations: du du = pb ( m) (I +ε)u (t τ) au (t τ) + ( m) (I +ε) ( +d )u (t) = u (t) d u (t) () (3) If d ( +d )> pb thenbylemma4in[9] it follows fom (3)that u (t) =0 By compaison we obtain that Y (t) =0 u (t) =0 (4) Y (t) =0 (5)

4 4 Applied Mathematics Hence fo ε>0sufficiently small thee is a T >0such that if t>t theny (t) ε It follows fom the fist and the second equations of system ()thatfot>t : =S( S+I K ) βsi βsi b ( m) εi aε + ( m) I Conside the following auxiliay equations: dx dx =x ( x +x K ) βx x =βx x dx b ( m) εx aε + ( m) x (6) (7) If Kβ > dand( m) < (a/b)(kβ d) then by Theoem 3 in [4] it follows fom (7)that x ( m) (Kβ d) εaβ(kβ+) (t) = ( m) β(kβ+) +(([( m) (Kβ d) εaβ(kβ+)] +4ε( m) β (Kβ + ) [a(kβ d) b( m)]) / then system () has a unique coexistence equilibium E (S I Y Y )whee S = da p+( m) [ pb d ( +d )] βa p I = +Kβ (K S ) Y = ( m)[ pb d ( +d )] I a ( +d ) Y = ( m)[ pb d ( +d )] I ad ( +d ) (3) The chaacteistic equation of system () at the equilibium E taes the fom λ 4 +p 3 λ 3 +p λ +p λ+p 0 + (q λ +q λ+q 0 ) e λτ =0 (3) whee p 3 = +d +d + K S α p =d ( +d )+( +d +d )( K S α ) +S [β ( K +β)i K α ] p =S ( +d +d )[β( K +β)i K α ] (( m) β(kβ+)) ):=x x (t) =K Kβ + x By compaison fo ε sufficiently small we obtain that (8) +d ( +d )( K S α ) p 0 =d ( +d )S [β ( K +β)i K α ] q = p α q = p α ( K S α )+p α α 3 inf S (t) d β inf which togethe with () yields S (t) = d β I (t) (Kβ d) β(kβ+) (9) (Kβ d) I (t) = β(kβ+) (30) Hence if Kβ > d d ( +d )>pb ( m) < (a/b) (Kβ d) hold then the equilibium E (S I 00)is globally stable 4 Coexistence Equilibium and Its Stability In this section we discuss the stability of the coexistence equilibium and the existence of a Hopf bifucation It is easy to show that if the following holds: (H) d ( +d ) < pb 0 < ( m) < (a p(kβ d))/( pb d ( +d )) q 0 α = = p α S [β ( K +β)i K α ]+p α α 3 K S b( m) I Y [ay + ( m) I ] α = b( m) (I ) [ay + ( m) I ] α 3 = ab ( m) (Y ) [ay + ( m) I ] (33) When τ=0(3)becomes λ 4 +p 3 λ 3 + (p +q ) λ+p 0 +q 0 =0 (34) If the following holds: (H) (/K)S α >0 β((/k) + β)i (/K)α >0 then it is easy to show that p 3 >0 p 0 +q 0 >0 p +q >0 p +q >0 (35)

5 Applied Mathematics 5 If (p +q )[p 3 (p +q ) (p +q )] > p 3 (p 0 +q 0 )then by the Routh-Huwitz theoem when τ=0 the coexistence equilibium E of system () is locally asymptotically stable and E is unstable if (p +q )[p 3 (p +q ) (p +q )] < p 3 (p 0 +q 0 ) If iω(ω > 0) is a solution of (34) sepaating eal and imaginay pats we have (q ω q 0 ) sin ωτ + q ω cos ωτ = p 3 ω 3 p ω (q ω q 0 ) cos ωτ q ω sin ωτ = ω 4 p ω +p 0 (36) By squaing and adding the two equations of (36) it follows that whee ω 8 +h 3 ω 6 +h ω 4 +h ω +p 0 q 0 =0 (37) h 3 =p 3 p h =p +p 0 q p p 3 h =p +q 0q q p 0p (38) If h 3 > 0 h > 0 h > 0 and p 0 q 0 > 0bythe geneal theoy on chaacteistic equation of delay diffeential equation fom [3] (Theoem 4) E emains stable fo all τ>0 If h i > 0 (i = 3) and p 0 q 0 <0then(37) hasa unique positive oot ω 0 ;thatis(34) admitsapaiofpuely imaginay oots of the fom ±ω 0 Fom(36) we see that τ n = nπ + accos ω 0 ω 0 ((q ω 0 q 0)(ω 4 0 p ω 0 +p 0) +q ω 0 (p 3 ω 3 0 p ω 0 )) ((q ω 0 ) +(q ω 0 q 0) ) n = 0 (39) By Theoem 34 in [3] we see that E emains stable fo τ<τ 0 In the following we claim that d(re(λ)) >0 (40) dτ τ=τ 0 This will show that thee exists at least one eigenvalue with apositiveealpatfoτ>τ 0 Moeove the conditions fo the existence of a Hopf bifucation (Theoem 9 in [3]) ae then satisfied yielding a peiodic solution To this end by diffeentiating equation (34)withespecttoτitfollowsthat ( dλ dτ ) 4λ 3 +3p = 3 λ +p λ+p λ (λ 4 +p 3 λ 3 +p λ +p λ+p 0 ) q + λ+q λ(q λ +q λ+q 0 ) τ λ (4) Hence a diect calculation shows that sgn { d(re λ) } dτ λ=iω 0 = sgn {Re ( dλ dτ ) } λ=iω 0 = sgn { ((3p 3 ω 0 p )(p 3 ω 0 p ) We deive fom (36)that Hence it follows that sgn { + (ω 0 p )(ω 4 0 p ω 0 +p 0)) (ω 0 (p p 3 ω 0 ) +(ω 4 0 p ω 0 +p 0) ) + q +q (q 0 q ω 0 ) (q ω 0 ) +(q ω 0 q 0) } (4) ω 0 (p p 3 ω 0 ) +(ω 4 0 p ω 0 +p 0) =(q ω 0 ) +(q ω 0 q 0) d (Re λ) } dτ λ=iω 0 = sgn { 4ω6 0 +3h 3ω 4 0 +h ω 0 +h (q ω 0 ) +(q ω 0 q 0) }>0 (43) (44) Theefoe the tansvesal condition holds and a Hopf bifucation occus at ω=ω 0 τ=τ 0 In conclusion we have the following esults Theoem 4 Fo system () let(h) and (H) hold; we have the following: (i) if (p +q )[p 3 (p +q ) (p +q )] > p 3 (p 0+q 0 ) h i >0 and p 0 q 0 >0 then the coexistence equilibium E is locally asymptotically stable fo all τ 0; (ii) if (p +q )[p 3 (p +q ) (p +q )] > p 3 (p 0+q 0 ) h i >0 and p 0 q 0 <0 then thee exists a positive numbe τ 0 such that the coexistence equilibium E is locally asymptotically stable if 0 τ<τ 0 and is unstable fo τ>τ 0 ;futhesystem() undegoes a Hopf bifucation at E when τ=τ n n=0; (iii) if (p +q )[p 3 (p +q ) (p +q )] < p 3 (p 0 +q 0 ) then the coexistence equilibium E is unstable fo all τ 0 We now give some examples to illustate the main esults above Example 5 In () we let a = p = 09 = 0 = 05 = β = d = d = d = 0 b = and

6 6 Applied Mathematics Solution S I Time t Figue : The tempoal solution found by numeical integation of system ()withτ= m = 05System() with the above coefficients has a unique coexistence equilibium E ( )It is easy to show that (/K)S α 3468 > 0 β((/k) + β)i (/K)S α > 0 thatisthecondition(h) holds We can get (p +q )[p 3 (p +q ) (p +q )] p 3 (p 0+q 0 ) 350 > 0 h > 0 h 6563 > 0 h 6535 > 0 andp 0 q > 0 ByTheoem4(i) the coexistence equilibium E is locally asymptotically stable fo all τ 0 Numeical simulation illustates ou esult (see Figue ) Example 6 In () we let a = 055 p = 095 = 0 = 05 = β = d = d = d = 0 b = and m = 05System() with the above coefficients has a unique coexistence equilibium E ( )It is easy to show that (/K)S α > 0andβ((/K)+ β)i (/K)S α 0083 > 0; that is the condition (H) holds We can get (p +q )[p 3 (p +q ) (p +q )] p 3 (p 0+q 0 ) 9949 > 0 h > 0 h 6975 > 0 h 33 > 0 andp 0 q < 0 ByTheoem4(ii) thee exists a positive numbe τ suchthatthe coexistence equilibium E is locally asymptotically stable if 0 τ<τ 0 and is unstable fo τ>τ 0 Numeicalsimulations illustate ou esults (see Figue ) Now we ae concened with the global attactiveness of the coexistence equilibium E Theoem 7 The coexistence equilibium E (S I Y Y ) of system () is globally attactive povided that the following conditions hold: Y Y That is the system () is pesistent if conditions (i) and (ii) hold Poof Let (S(t) I(t) Y (t) Y (t)) be any positive solution of system () with initial conditions (3) Let U S = sups (t) U I = supi (t) L S = infs (t) L I = infi (t) (45) U Yi = supy i (t) L Yi = inf Y i (t) We now claim that U S =L S =S U I =L I =I U Yi =L Yi = Y i (i = ) The stategy of the poof is to use an iteation technique We deive fom the fist and the second equations of the system ()that =S( S+I K ) βsi βsi (46) Conside the following auxiliay equations: dx dx =x ( x +x K ) βx x =βx x dx (47) If Kβ > d then by Theoem 3 in [4] it follows fom (47) that x (t) = d β By compaison we obtain that x (t) = (Kβ d) β(kβ+) (48) U S = sups (t) d β := MS U I = supi (t) (Kβ d) β(kβ+) := MI (49) Hence fo ε>0sufficiently small thee is a T >0such that if t>t theni(t) M I +ε It follows fom the thid and the fouth equations of system ()thatfot>t +τ dy dy pb ( m) (MI +ε)y (t τ) ay (t τ) + ( m) (M I +ε) ( +d )Y (t) = Y (t) d Y (t) Conside the following auxiliay equations: du = pb ( m) (MI +ε)u (t τ) au (t τ) + ( m) (M I +ε) ( +d )u (t) (50) (i) 0 < ( m) < (a/b)(kβ d); (ii) d ( +d )< pb < d ( +d ) du = u (t) d u (t) (5)

7 Applied Mathematics Solution Solution Time t Time t S I Y Y S I Y Y (a) (b) Figue : The tempoal solution found by numeical integation of system () with(a) τ=and (b) τ=5 If pb > d ( +d )thenbylemma4in[9] it follows fom (5)that Since ( m) < (a/b)(kβ d) holds by Theoem 3 in [4] it follows fom (54) and compaison agument that u (t) = ( m)(mi +ε)[ pb d ( +d )] a ( +d ) u (t) = ( m)(mi +ε)[ pb d ( +d )] ad ( +d ) (5) L S = inf d b ( m) + := N S β aβ L I = inf +βk (55) ad + b ( m) (K ):=N I aβ By compaison we obtain that U Y U Y = supy (t) ( m)[ pb d ( +d )] M I a ( +d ) := MY = supy (t) = ( m)[ pb d ( +d )] M I ad ( +d ) := MY (53) Hence fo ε>0sufficiently small thee is a T 3 >T such that if t>t 3 theni(t) N I ε We deive fom the thid and the fouth equations of system ()thatfot>t 3 +τ dy dy pb ( m) (NI ε)y (t τ) ( m) (N I ε)+ay (t τ) (d + )Y (t) = Y (t) d Y (t) (56) Hence fo ε>0sufficiently small thee is a T >T +τsuch that if t>t theny (t) M Y +ε Wedeivefomthefistanhesecondequationsof system ()that =S( S+I K ) βsi βsi b ( m) I a (54) Since pb > d ( +d ) holds by Lemma 4 of [9] it follows fom (56) and compaison agument that L Y L Y = inf Y (t) ( m)[ pb d ( +d )] (N I a ( +d ) ε) = inf Y (t) ( m) [ pb d ( +d )] ad ( +d ) (N I ε) (57)

8 8 Applied Mathematics Since these two inequalities hold fo abitay ε > 0 sufficiently small we conclude that L Y N Y L Y N Y whee N Y = ( m)[ pb d ( +d )] N I a ( +d ) (58) = ( m)[ pb d ( +d )] N I ad ( +d ) N Y Hence fo ε>0sufficiently small thee is a T 4 T 3 +τsuch that if t>t 4 Y (t) N Y ε Fo ε>0sufficiently small we deive fom the fist and the second equations of system ()thatfot>t 4 =S( S+I K ) βsi βsi Y b ( m)(n ε) a(n Y ε)+( m) (M I +ε)i By compaison and Theoem 3 in [4] it follows that U S = sups (t) U I d β + b ( m)(n Y ε) β[a(n Y ε)+( m) (M I +ε)] := MS = supi (t) (59) +Kβ (K MS ) (60) Since these two inequalities hold fo abitay ε > 0 sufficiently small we conclude that U S M S U I M I whee M S = d β + b ( m) N Y β[an Y + ( m) M I] M I = +Kβ (K MS ) (6) Theefoe fo ε>0sufficiently small thee is a T 5 T 4 such that if t>t 5 I(t) M I +ε Fo ε>0sufficiently small we deive fom the thid and the fouth equations of system ()thatfot>t 5 +τ dy dy pb ( m) (MI +ε)y (t τ) ( m) (M I +ε)+ay (t τ) (d + )Y (t) = Y (t) d Y (t) (6) Since pb >d ( +d ) holds by Lemma 4 of [9] it follows fom (6)that U Y U Y = supy (t) ( m)[ pb d (d + )] (M I a (d + ) +ε) = supy (t) ( m)[ pb d (d + )] (M I ad (d + ) +ε) (63) Since these two inequalities hold fo abitay ε > 0 sufficiently small we conclude that U Y M Y U Y M Y whee = ( m)[ pb d (d + )] M I a (d + ) (64) = ( m)[ pb d (d + )] M I ad (d + ) M Y M Y Theefoe fo ε>0sufficiently small thee is a T 6 T 5 +τ such that if t>t 6 y (t) M Y +ε Fo ε>0sufficiently small it follows fom the fist and the second equations of system ()thatfot>t 6 =S( S+I K ) βsi βsi Y b ( m)(m +ε) a(m Y +ε)+( m) (NI ε)i (t) (65) By Theoem 3 in [4] and compaison agument we can obtain L S = infs (t) d β + b ( m) (M Y +ε) β[a(m Y +ε)+( m) (NI ε)] L I = infi (t) +βk [ K d β b ( m)(m Y +ε) ] β[a(m Y [ +ε)+( m) (NI ε)] ] (66) Since these two inequalities hold fo abitay ε > 0 sufficiently small we conclude that L S N S L I N I whee N S = d β + b ( m) M Y β[am Y + ( m) NI ] N I = +βk (K NS ) (67)

9 Applied Mathematics 9 Hence fo ε>0sufficiently small thee is a T 7 T 6 such that if t>t 7 I(t) N I ε We theefoe obtain fom the thid and the fouth equations of system ()thatfot>t 7 +τ dy dy pb ( m) (NI ε)y (t τ) ( m) (N I ε)+ay (t τ) (d + )Y (t) = Y (t) d Y (t) (68) Since pb > d ( +d ) holds by Lemma 4 in [9] and compaison agument we deive that L Y L Y = inf Y (t) ( m)[ pb d ( +d )] a ( +d ) = inf Y (t) ( m) [ pb d ( +d )] ad ( +d ) (N I ε) (N I ε) (69) Since these inequalities hold fo abitay ε>0sufficiently small we conclude that L Y N Y L Y N Y whee N Y = ( m)[ pb d ( +d )] N I a ( +d ) (70) N Y = ( m)[ pb d ( +d )] N I ad ( +d ) Continuing this pocess we deive eight sequences M S MI MY MY NS NI NY and NY ( = ) such that fo M S = β [d + b ( m) N Y an Y + ( m) ] MI M I = +Kβ (K MS ) M Y = ( m)[ pb d ( +d )] M I a ( +d ) M Y = ( m)[ pb d ( +d )] M I ad ( +d ) N S = β [d + b ( m) M Y am Y + ( m) ] NI N I = +Kβ (K NS ) N Y = ( m)[ pb d ( +d )] N I a ( +d ) N Y = ( m)[ pb d ( +d )] N I ad ( +d ) (7) It is eadily seen that N S L S U S M S NI L I U I M I N Y i L Y i U Yi M Y i (i =) (7) Noting that the sequences M S MI MY MY ae noninceasing and the sequences N S NI NY NY ae nondeceasing Hence the it of each sequence in M S MI MY MY NS NI NY andny exists Denote + MS = S + MI = I + MY i = Y i (i =) + NS =S Fom (7) we can obtain + NI =I + NY i =Y i (i =) S= β [d + b ( m) Y ay + ( m) I ] I= (K S) +Kβ Y = ( m)[ pb d ( +d )] I a ( +d ) Y = ( m)[ pb d ( +d )] I ad ( +d ) S = β [d + b ( m) Y ay + ( m) I ] I= (K S) +Kβ Y = ( m)[ pb d ( +d )] I a ( +d ) Y = ( m)[ pb d ( +d )] I ad ( +d ) It follows fom (74)that αβ ( + Kβ) d ( +d )(I) +αβ(+kβ)[ pb d ( +d )] II =(Kβ d)ad ( +d ) I (73) (74) +[a(kβ d) b( m)][ pb d ( +d )] I (75) αβ ( + Kβ) d ( +d )(I) +αβ(+kβ)[ pb d ( +d )] II =(Kβ d)ad ( +d )I +[a(kβ d) b( m)][ pb d ( +d )] I (76)

10 0 Applied Mathematics (75)minus(76) αβ (Kβ + ) d ( +d )[(I) (I) ] =(Kβ d)ad ( +d )(I I) [a(kβ d) b( m)] [ pb d ( +d )] (I I) Assume that I =I Then we deive fom (77)that αβ (Kβ + ) d ( +d )(I+I) =(Kβ d)ad ( +d ) (75)plus(76) (77) [a(kβ d) b( m)][ pb d ( +d )] (78) αβ (Kβ + ) d ( +d )(I+I) +αβ(kβ+)[ pb d ( +d )] II =[(Kβ d)ad ( +d ) + (a (Kβ d) b ( m)) ( pb d ( +d ))] (I+I) On substituting (78)into(79) it follows that αβ (Kβ + ) [ pb d ( +d )] II =[a(kβ d) b( m)] [ pb d ( +d )] (I+I) (79) (80) Note that I>0and I >0Ifd ( +d )< pb < d ( +d ) we deive that m > a(kβ d)/b This is a contadiction Hence we have S=S It theefoe follows fom (74)thatI= I Y =Y and Y =Y We theefoe conclude that E is globally attactive The poof is complete 5 Conclusion In this pape we have incopoated a pey efuge stage stuctuefothepedatoanimedelayduetothegestationofthe pedato into a pedato-pey system Incopoating a efuge into system () povides a moe ealistic model A efuge can be impotant fo the biological contol of a pest; howeve inceasing the amount of efuge can incease pey densities andleaopopulationoutbeasbyusingtheiteation technique and compaison aguments espectively we have established sufficient conditions fo the global stability of the pedato-extinction equilibium and the globally attactivity fo the coexistence equilibium As a esult we have shown the theshold fo the pemanence and extinction of the system By Theoem 3 we see that the pedato population go to extinction if 0 < ( m) < (a/b)(kβ d) and β > d d ( +d )>pb ByTheoem7weseethatif0<( m)< (a/b)(kβ d) and d ( +d )< pb < d ( +d )thenboth the pey and pedato species of system ()aepemanent Conflict of Inteests The authos declae that thee is no conflict of inteests egading the publication of this pape Acnowledgment This wo was suppoted by the National Natual Science Foundation of China (07) Refeences [] W O Kemac and A G Mcendic A contibution on the mathematical theoy of epidemics Poceedings of the Royal Society A vol 5 pp []RMAndesoandRMMayIntections Disease of Humans Dynamics and Contol OxfodUnivesityPessOxfodUK 99 [3]AKPalandGPSamanta Stabilityanalysisofanecoepidemiological model incopoating a pey efuge Nonlinea Analysis: Modelling and Contolvol5no4pp [4] S Wang The eseach of eco-epidemiological of models incopoating pey efuges [PhD thesis] Lanzhou Univesity 0 [5] Y Xiao and L Chen A atio-dependent pedato-pey model with disease in the pey Applied Mathematics and Computation vol 3 no -3 pp [6] W Wang and L Chen A pedato-pey system with stagestuctue fo pedato Computes & Mathematics with Applicationsvol33no8pp [7] YNXiaoandLSChen Globalstabilityofapedato-pey system with stage stuctue fo the pedato Acta Mathematica Sinicavol0nopp [8] R Xu and Z Ma Stability and Hopf bifucation in a pedatopey model with stage stuctue fo the pedato Nonlinea Analysis: Real Wold Applications vol9no4pp [9]RXuandZMa StabilityandHopfbifucationinaatiodependent pedato-pey system with stage stuctue Chaos Solitons & Factalsvol38no3pp [0] W G Aiello and H I Feedman A time-delay model of singlespecies gowth with stage stuctue Mathematical Biosciences vol 0 no pp [] Y Kuang and J W-H So Analysis of a delayed two-stage population model with space-ited ecuitment SIAM Jounal on Applied Mathematicsvol55no6pp [] J Hale Theoy of Functional Diffeential Equations Spinge New Yo NY USA nd edition 977 [3] Y Kuang Delay Diffeential Equations with Applications in Population Dynamics vol 9 Academic Pess New Yo NY USA 993

11 Advances in Opeations Reseach Advances in Decision Sciences Applied Mathematics Algeba Pobability and Statistics The Scientific Wold Jounal Intenational Diffeential Equations Submit you manuscipts at Intenational Advances in Combinatoics Mathematical Physics Complex Analysis Intenational Mathematics and Mathematical Sciences Mathematical Poblems in Engineeing Mathematics Discete Mathematics Discete Dynamics in Natue and Society Function Spaces Abstact and Applied Analysis Intenational Stochastic Analysis Optimization

Research Article Global Stability of an Eco-Epidemiological Model with Time Delay and Saturation Incidence

Research Article Global Stability of an Eco-Epidemiological Model with Time Delay and Saturation Incidence Hindawi Publishing Copoation Discete Dynamics in Natue and Society Volume 2011, Aticle ID 7078, 22 pages doi:10.1155/2011/7078 Reseach Aticle Global Stability of an Eco-Epidemiological Model with Time

More information

Research Article On Alzer and Qiu s Conjecture for Complete Elliptic Integral and Inverse Hyperbolic Tangent Function

Research Article On Alzer and Qiu s Conjecture for Complete Elliptic Integral and Inverse Hyperbolic Tangent Function Abstact and Applied Analysis Volume 011, Aticle ID 697547, 7 pages doi:10.1155/011/697547 Reseach Aticle On Alze and Qiu s Conjectue fo Complete Elliptic Integal and Invese Hypebolic Tangent Function Yu-Ming

More information

Bifurcation Analysis for the Delay Logistic Equation with Two Delays

Bifurcation Analysis for the Delay Logistic Equation with Two Delays IOSR Jounal of Mathematics (IOSR-JM) e-issn: 78-578, p-issn: 39-765X. Volume, Issue 5 Ve. IV (Sep. - Oct. 05), PP 53-58 www.iosjounals.og Bifucation Analysis fo the Delay Logistic Equation with Two Delays

More information

Chaos and bifurcation of discontinuous dynamical systems with piecewise constant arguments

Chaos and bifurcation of discontinuous dynamical systems with piecewise constant arguments Malaya Jounal of Matematik ()(22) 4 8 Chaos and bifucation of discontinuous dynamical systems with piecewise constant aguments A.M.A. El-Sayed, a, and S. M. Salman b a Faculty of Science, Aleandia Univesity,

More information

Using Laplace Transform to Evaluate Improper Integrals Chii-Huei Yu

Using Laplace Transform to Evaluate Improper Integrals Chii-Huei Yu Available at https://edupediapublicationsog/jounals Volume 3 Issue 4 Febuay 216 Using Laplace Tansfom to Evaluate Impope Integals Chii-Huei Yu Depatment of Infomation Technology, Nan Jeon Univesity of

More information

Solving Some Definite Integrals Using Parseval s Theorem

Solving Some Definite Integrals Using Parseval s Theorem Ameican Jounal of Numeical Analysis 4 Vol. No. 6-64 Available online at http://pubs.sciepub.com/ajna///5 Science and Education Publishing DOI:.69/ajna---5 Solving Some Definite Integals Using Paseval s

More information

On the Comparison of Stability Analysis with Phase Portrait for a Discrete Prey-Predator System

On the Comparison of Stability Analysis with Phase Portrait for a Discrete Prey-Predator System Intenational Jounal of Applied Engineeing Reseach ISSN 0973-4562 Volume 12, Nume 24 (2017) pp. 15273-15277 Reseach India Pulications. http://www.ipulication.com On the Compaison of Staility Analysis with

More information

Bifurcation Routes and Economic Stability Miloslav S. Vosvrda

Bifurcation Routes and Economic Stability Miloslav S. Vosvrda Bifucation Routes and Economic Stability Miloslav S. Vosvda Institute of Infomation Theoy and Automation, Academy of Sciences of the Czech Republic Institute of Economic Studies, Faculty of Social Sciences,

More information

ON INDEPENDENT SETS IN PURELY ATOMIC PROBABILITY SPACES WITH GEOMETRIC DISTRIBUTION. 1. Introduction. 1 r r. r k for every set E A, E \ {0},

ON INDEPENDENT SETS IN PURELY ATOMIC PROBABILITY SPACES WITH GEOMETRIC DISTRIBUTION. 1. Introduction. 1 r r. r k for every set E A, E \ {0}, ON INDEPENDENT SETS IN PURELY ATOMIC PROBABILITY SPACES WITH GEOMETRIC DISTRIBUTION E. J. IONASCU and A. A. STANCU Abstact. We ae inteested in constucting concete independent events in puely atomic pobability

More information

Hypothesis Test and Confidence Interval for the Negative Binomial Distribution via Coincidence: A Case for Rare Events

Hypothesis Test and Confidence Interval for the Negative Binomial Distribution via Coincidence: A Case for Rare Events Intenational Jounal of Contempoay Mathematical Sciences Vol. 12, 2017, no. 5, 243-253 HIKARI Ltd, www.m-hikai.com https://doi.og/10.12988/ijcms.2017.7728 Hypothesis Test and Confidence Inteval fo the Negative

More information

Pearson s Chi-Square Test Modifications for Comparison of Unweighted and Weighted Histograms and Two Weighted Histograms

Pearson s Chi-Square Test Modifications for Comparison of Unweighted and Weighted Histograms and Two Weighted Histograms Peason s Chi-Squae Test Modifications fo Compaison of Unweighted and Weighted Histogams and Two Weighted Histogams Univesity of Akueyi, Bogi, v/noduslód, IS-6 Akueyi, Iceland E-mail: nikolai@unak.is Two

More information

On the integration of the equations of hydrodynamics

On the integration of the equations of hydrodynamics Uebe die Integation de hydodynamischen Gleichungen J f eine u angew Math 56 (859) -0 On the integation of the equations of hydodynamics (By A Clebsch at Calsuhe) Tanslated by D H Delphenich In a pevious

More information

On Polynomials Construction

On Polynomials Construction Intenational Jounal of Mathematical Analysis Vol., 08, no. 6, 5-57 HIKARI Ltd, www.m-hikai.com https://doi.og/0.988/ima.08.843 On Polynomials Constuction E. O. Adeyefa Depatment of Mathematics, Fedeal

More information

COMPUTATIONS OF ELECTROMAGNETIC FIELDS RADIATED FROM COMPLEX LIGHTNING CHANNELS

COMPUTATIONS OF ELECTROMAGNETIC FIELDS RADIATED FROM COMPLEX LIGHTNING CHANNELS Pogess In Electomagnetics Reseach, PIER 73, 93 105, 2007 COMPUTATIONS OF ELECTROMAGNETIC FIELDS RADIATED FROM COMPLEX LIGHTNING CHANNELS T.-X. Song, Y.-H. Liu, and J.-M. Xiong School of Mechanical Engineeing

More information

Application of Parseval s Theorem on Evaluating Some Definite Integrals

Application of Parseval s Theorem on Evaluating Some Definite Integrals Tukish Jounal of Analysis and Numbe Theoy, 4, Vol., No., -5 Available online at http://pubs.sciepub.com/tjant/// Science and Education Publishing DOI:.69/tjant--- Application of Paseval s Theoem on Evaluating

More information

Gradient-based Neural Network for Online Solution of Lyapunov Matrix Equation with Li Activation Function

Gradient-based Neural Network for Online Solution of Lyapunov Matrix Equation with Li Activation Function Intenational Confeence on Infomation echnology and Management Innovation (ICIMI 05) Gadient-based Neual Netwok fo Online Solution of Lyapunov Matix Equation with Li Activation unction Shiheng Wang, Shidong

More information

Absorption Rate into a Small Sphere for a Diffusing Particle Confined in a Large Sphere

Absorption Rate into a Small Sphere for a Diffusing Particle Confined in a Large Sphere Applied Mathematics, 06, 7, 709-70 Published Online Apil 06 in SciRes. http://www.scip.og/jounal/am http://dx.doi.og/0.46/am.06.77065 Absoption Rate into a Small Sphee fo a Diffusing Paticle Confined in

More information

Perturbation to Symmetries and Adiabatic Invariants of Nonholonomic Dynamical System of Relative Motion

Perturbation to Symmetries and Adiabatic Invariants of Nonholonomic Dynamical System of Relative Motion Commun. Theo. Phys. Beijing, China) 43 25) pp. 577 581 c Intenational Academic Publishes Vol. 43, No. 4, Apil 15, 25 Petubation to Symmeties and Adiabatic Invaiants of Nonholonomic Dynamical System of

More information

A matrix method based on the Fibonacci polynomials to the generalized pantograph equations with functional arguments

A matrix method based on the Fibonacci polynomials to the generalized pantograph equations with functional arguments A mati method based on the Fibonacci polynomials to the genealized pantogaph equations with functional aguments Ayşe Betül Koç*,a, Musa Çama b, Aydın Kunaz a * Coespondence: aysebetuloc @ selcu.edu.t a

More information

A NEW VARIABLE STIFFNESS SPRING USING A PRESTRESSED MECHANISM

A NEW VARIABLE STIFFNESS SPRING USING A PRESTRESSED MECHANISM Poceedings of the ASME 2010 Intenational Design Engineeing Technical Confeences & Computes and Infomation in Engineeing Confeence IDETC/CIE 2010 August 15-18, 2010, Monteal, Quebec, Canada DETC2010-28496

More information

This aticle was oiginally published in a jounal published by Elsevie, the attached copy is povided by Elsevie fo the autho s benefit fo the benefit of the autho s institution, fo non-commecial eseach educational

More information

Mitscherlich s Law: Sum of two exponential Processes; Conclusions 2009, 1 st July

Mitscherlich s Law: Sum of two exponential Processes; Conclusions 2009, 1 st July Mitschelich s Law: Sum of two exponential Pocesses; Conclusions 29, st July Hans Schneebege Institute of Statistics, Univesity of Elangen-Nünbeg, Gemany Summay It will be shown, that Mitschelich s fomula,

More information

Unobserved Correlation in Ascending Auctions: Example And Extensions

Unobserved Correlation in Ascending Auctions: Example And Extensions Unobseved Coelation in Ascending Auctions: Example And Extensions Daniel Quint Univesity of Wisconsin Novembe 2009 Intoduction In pivate-value ascending auctions, the winning bidde s willingness to pay

More information

Multiple Criteria Secretary Problem: A New Approach

Multiple Criteria Secretary Problem: A New Approach J. Stat. Appl. Po. 3, o., 9-38 (04 9 Jounal of Statistics Applications & Pobability An Intenational Jounal http://dx.doi.og/0.785/jsap/0303 Multiple Citeia Secetay Poblem: A ew Appoach Alaka Padhye, and

More information

Asymptotically Lacunary Statistical Equivalent Sequence Spaces Defined by Ideal Convergence and an Orlicz Function

Asymptotically Lacunary Statistical Equivalent Sequence Spaces Defined by Ideal Convergence and an Orlicz Function "Science Stays Tue Hee" Jounal of Mathematics and Statistical Science, 335-35 Science Signpost Publishing Asymptotically Lacunay Statistical Equivalent Sequence Spaces Defined by Ideal Convegence and an

More information

Precessing Ball Solitons as Self-Organizing Systems during a Phase Transition in a Ferromagnet

Precessing Ball Solitons as Self-Organizing Systems during a Phase Transition in a Ferromagnet Applied Mathematics,, 4, 78-8 http://dxdoiog/46/am4a Published Online Octobe (http://wwwscipog/jounal/am) Pecessing Ball Solitons as Self-Oganiing Systems duing a Phase Tansition in a Feomagnet V V Niet

More information

NOTE. Some New Bounds for Cover-Free Families

NOTE. Some New Bounds for Cover-Free Families Jounal of Combinatoial Theoy, Seies A 90, 224234 (2000) doi:10.1006jcta.1999.3036, available online at http:.idealibay.com on NOTE Some Ne Bounds fo Cove-Fee Families D. R. Stinson 1 and R. Wei Depatment

More information

ELASTIC ANALYSIS OF CIRCULAR SANDWICH PLATES WITH FGM FACE-SHEETS

ELASTIC ANALYSIS OF CIRCULAR SANDWICH PLATES WITH FGM FACE-SHEETS THE 9 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS ELASTIC ANALYSIS OF CIRCULAR SANDWICH PLATES WITH FGM FACE-SHEETS R. Sbulati *, S. R. Atashipou Depatment of Civil, Chemical and Envionmental Engineeing,

More information

Modeling and Calculation of Optical Amplification in One Dimensional Case of Laser Medium Using Finite Difference Time Domain Method

Modeling and Calculation of Optical Amplification in One Dimensional Case of Laser Medium Using Finite Difference Time Domain Method Jounal of Physics: Confeence Seies PAPER OPEN ACCESS Modeling and Calculation of Optical Amplification in One Dimensional Case of Lase Medium Using Finite Diffeence Time Domain Method To cite this aticle:

More information

New problems in universal algebraic geometry illustrated by boolean equations

New problems in universal algebraic geometry illustrated by boolean equations New poblems in univesal algebaic geomety illustated by boolean equations axiv:1611.00152v2 [math.ra] 25 Nov 2016 Atem N. Shevlyakov Novembe 28, 2016 Abstact We discuss new poblems in univesal algebaic

More information

Research Article Approximation of Signals (Functions) by Trigonometric Polynomials in L p -Norm

Research Article Approximation of Signals (Functions) by Trigonometric Polynomials in L p -Norm Intenational Matheatics and Matheatical Sciences, Aticle ID 267383, 6 pages http://dx.doi.og/.55/24/267383 Reseach Aticle Appoxiation of Signals (Functions) by Tigonoetic Polynoials in L p -No M. L. Mittal

More information

ON THE INVERSE SIGNED TOTAL DOMINATION NUMBER IN GRAPHS. D.A. Mojdeh and B. Samadi

ON THE INVERSE SIGNED TOTAL DOMINATION NUMBER IN GRAPHS. D.A. Mojdeh and B. Samadi Opuscula Math. 37, no. 3 (017), 447 456 http://dx.doi.og/10.7494/opmath.017.37.3.447 Opuscula Mathematica ON THE INVERSE SIGNED TOTAL DOMINATION NUMBER IN GRAPHS D.A. Mojdeh and B. Samadi Communicated

More information

What Form of Gravitation Ensures Weakened Kepler s Third Law?

What Form of Gravitation Ensures Weakened Kepler s Third Law? Bulletin of Aichi Univ. of Education, 6(Natual Sciences, pp. - 6, Mach, 03 What Fom of Gavitation Ensues Weakened Keple s Thid Law? Kenzi ODANI Depatment of Mathematics Education, Aichi Univesity of Education,

More information

ESSENTIAL NORM OF AN INTEGRAL-TYPE OPERATOR ON THE UNIT BALL. Juntao Du and Xiangling Zhu

ESSENTIAL NORM OF AN INTEGRAL-TYPE OPERATOR ON THE UNIT BALL. Juntao Du and Xiangling Zhu Opuscula Math. 38, no. 6 (8), 89 839 https://doi.og/.7494/opmath.8.38.6.89 Opuscula Mathematica ESSENTIAL NORM OF AN INTEGRAL-TYPE OPERATOR FROM ω-bloch SPACES TO µ-zygmund SPACES ON THE UNIT BALL Juntao

More information

Stability analysis of a predator (bird) prey (fish) harvesting model in the reserved and unreserved area

Stability analysis of a predator (bird) prey (fish) harvesting model in the reserved and unreserved area Malaya Jounal of Matematik, Vol. 6, No. 3, 678-684, 28 https://doi.og/.26637/mjm63/32 Stability analysis of a pedato (bid) pey (fish) havesting model in the eseved and uneseved aea Kulbhushan Agnihoti

More information

( ) [ ] [ ] [ ] δf φ = F φ+δφ F. xdx.

( ) [ ] [ ] [ ] δf φ = F φ+δφ F. xdx. 9. LAGRANGIAN OF THE ELECTROMAGNETIC FIELD In the pevious section the Lagangian and Hamiltonian of an ensemble of point paticles was developed. This appoach is based on a qt. This discete fomulation can

More information

Control Chart Analysis of E k /M/1 Queueing Model

Control Chart Analysis of E k /M/1 Queueing Model Intenational OPEN ACCESS Jounal Of Moden Engineeing Reseach (IJMER Contol Chat Analysis of E /M/1 Queueing Model T.Poongodi 1, D. (Ms. S. Muthulashmi 1, (Assistant Pofesso, Faculty of Engineeing, Pofesso,

More information

On a quantity that is analogous to potential and a theorem that relates to it

On a quantity that is analogous to potential and a theorem that relates to it Su une quantité analogue au potential et su un théoème y elatif C R Acad Sci 7 (87) 34-39 On a quantity that is analogous to potential and a theoem that elates to it By R CLAUSIUS Tanslated by D H Delphenich

More information

MATH 415, WEEK 3: Parameter-Dependence and Bifurcations

MATH 415, WEEK 3: Parameter-Dependence and Bifurcations MATH 415, WEEK 3: Paamete-Dependence and Bifucations 1 A Note on Paamete Dependence We should pause to make a bief note about the ole played in the study of dynamical systems by the system s paametes.

More information

Mean Curvature and Shape Operator of Slant Immersions in a Sasakian Space Form

Mean Curvature and Shape Operator of Slant Immersions in a Sasakian Space Form Mean Cuvatue and Shape Opeato of Slant Immesions in a Sasakian Space Fom Muck Main Tipathi, Jean-Sic Kim and Son-Be Kim Abstact Fo submanifolds, in a Sasakian space fom, which ae tangential to the stuctue

More information

KOEBE DOMAINS FOR THE CLASSES OF FUNCTIONS WITH RANGES INCLUDED IN GIVEN SETS

KOEBE DOMAINS FOR THE CLASSES OF FUNCTIONS WITH RANGES INCLUDED IN GIVEN SETS Jounal of Applied Analysis Vol. 14, No. 1 2008), pp. 43 52 KOEBE DOMAINS FOR THE CLASSES OF FUNCTIONS WITH RANGES INCLUDED IN GIVEN SETS L. KOCZAN and P. ZAPRAWA Received Mach 12, 2007 and, in evised fom,

More information

Temporal-Difference Learning

Temporal-Difference Learning .997 Decision-Making in Lage-Scale Systems Mach 17 MIT, Sping 004 Handout #17 Lectue Note 13 1 Tempoal-Diffeence Leaning We now conside the poblem of computing an appopiate paamete, so that, given an appoximation

More information

Measure Estimates of Nodal Sets of Polyharmonic Functions

Measure Estimates of Nodal Sets of Polyharmonic Functions Chin. Ann. Math. Se. B 39(5), 08, 97 93 DOI: 0.007/s40-08-004-6 Chinese Annals of Mathematics, Seies B c The Editoial Office of CAM and Spinge-Velag Belin Heidelbeg 08 Measue Estimates of Nodal Sets of

More information

DonnishJournals

DonnishJournals DonnishJounals 041-1189 Donnish Jounal of Educational Reseach and Reviews. Vol 1(1) pp. 01-017 Novembe, 014. http:///dje Copyight 014 Donnish Jounals Oiginal Reseach Pape Vecto Analysis Using MAXIMA Savaş

More information

A Comment on Increasing Returns and Spatial. Unemployment Disparities

A Comment on Increasing Returns and Spatial. Unemployment Disparities The Society fo conomic Studies The nivesity of Kitakyushu Woking Pape Seies No.06-5 (accepted in Mach, 07) A Comment on Inceasing Retuns and Spatial nemployment Dispaities Jumpei Tanaka ** The nivesity

More information

APPLICATION OF MAC IN THE FREQUENCY DOMAIN

APPLICATION OF MAC IN THE FREQUENCY DOMAIN PPLICION OF MC IN HE FREQUENCY DOMIN D. Fotsch and D. J. Ewins Dynamics Section, Mechanical Engineeing Depatment Impeial College of Science, echnology and Medicine London SW7 2B, United Kingdom BSRC he

More information

The first nontrivial curve in the fučĺk spectrum of the dirichlet laplacian on the ball consists of nonradial eigenvalues

The first nontrivial curve in the fučĺk spectrum of the dirichlet laplacian on the ball consists of nonradial eigenvalues enedikt et al. ounday Value Poblems 2011, 2011:27 RESEARCH Open Access The fist nontivial cuve in the fučĺk spectum of the diichlet laplacian on the ball consists of nonadial eigenvalues Jiřĺ enedikt 1*,

More information

Central Coverage Bayes Prediction Intervals for the Generalized Pareto Distribution

Central Coverage Bayes Prediction Intervals for the Generalized Pareto Distribution Statistics Reseach Lettes Vol. Iss., Novembe Cental Coveage Bayes Pediction Intevals fo the Genealized Paeto Distibution Gyan Pakash Depatment of Community Medicine S. N. Medical College, Aga, U. P., India

More information

Journal of Inequalities in Pure and Applied Mathematics

Journal of Inequalities in Pure and Applied Mathematics Jounal of Inequalities in Pue and Applied Mathematics COEFFICIENT INEQUALITY FOR A FUNCTION WHOSE DERIVATIVE HAS A POSITIVE REAL PART S. ABRAMOVICH, M. KLARIČIĆ BAKULA AND S. BANIĆ Depatment of Mathematics

More information

FREE TRANSVERSE VIBRATIONS OF NON-UNIFORM BEAMS

FREE TRANSVERSE VIBRATIONS OF NON-UNIFORM BEAMS Please cite this aticle as: Izabela Zamosa Fee tansvese vibations of non-unifom beams Scientific Reseach of the Institute of Mathematics and Compute Science Volume 9 Issue pages 3-9. The website: http://www.amcm.pcz.pl/

More information

On the Quasi-inverse of a Non-square Matrix: An Infinite Solution

On the Quasi-inverse of a Non-square Matrix: An Infinite Solution Applied Mathematical Sciences, Vol 11, 2017, no 27, 1337-1351 HIKARI Ltd, wwwm-hikaicom https://doiog/1012988/ams20177273 On the Quasi-invese of a Non-squae Matix: An Infinite Solution Ruben D Codeo J

More information

RADIAL POSITIVE SOLUTIONS FOR A NONPOSITONE PROBLEM IN AN ANNULUS

RADIAL POSITIVE SOLUTIONS FOR A NONPOSITONE PROBLEM IN AN ANNULUS Electonic Jounal of Diffeential Equations, Vol. 04 (04), o. 9, pp. 0. ISS: 07-669. UL: http://ejde.math.txstate.edu o http://ejde.math.unt.edu ftp ejde.math.txstate.edu ADIAL POSITIVE SOLUTIOS FO A OPOSITOE

More information

Duality between Statical and Kinematical Engineering Systems

Duality between Statical and Kinematical Engineering Systems Pape 00, Civil-Comp Ltd., Stiling, Scotland Poceedings of the Sixth Intenational Confeence on Computational Stuctues Technology, B.H.V. Topping and Z. Bittna (Editos), Civil-Comp Pess, Stiling, Scotland.

More information

On the global uniform asymptotic stability of time-varying dynamical systems

On the global uniform asymptotic stability of time-varying dynamical systems Stud. Univ. Babeş-Bolyai Math. 59014), No. 1, 57 67 On the global unifom asymptotic stability of time-vaying dynamical systems Zaineb HajSalem, Mohamed Ali Hammami and Mohamed Mabouk Abstact. The objective

More information

Numerical approximation to ζ(2n+1)

Numerical approximation to ζ(2n+1) Illinois Wesleyan Univesity Fom the SelectedWoks of Tian-Xiao He 6 Numeical appoximation to ζ(n+1) Tian-Xiao He, Illinois Wesleyan Univesity Michael J. Dancs Available at: https://woks.bepess.com/tian_xiao_he/6/

More information

A Multivariate Normal Law for Turing s Formulae

A Multivariate Normal Law for Turing s Formulae A Multivaiate Nomal Law fo Tuing s Fomulae Zhiyi Zhang Depatment of Mathematics and Statistics Univesity of Noth Caolina at Chalotte Chalotte, NC 28223 Abstact This pape establishes a sufficient condition

More information

On the ratio of maximum and minimum degree in maximal intersecting families

On the ratio of maximum and minimum degree in maximal intersecting families On the atio of maximum and minimum degee in maximal intesecting families Zoltán Lóánt Nagy Lale Özkahya Balázs Patkós Máté Vize Mach 6, 013 Abstact To study how balanced o unbalanced a maximal intesecting

More information

you of a spring. The potential energy for a spring is given by the parabola U( x)

you of a spring. The potential energy for a spring is given by the parabola U( x) Small oscillations The theoy of small oscillations is an extemely impotant topic in mechanics. Conside a system that has a potential enegy diagam as below: U B C A x Thee ae thee points of stable equilibium,

More information

Why Professor Richard Feynman was upset solving the Laplace equation for spherical waves? Anzor A. Khelashvili a)

Why Professor Richard Feynman was upset solving the Laplace equation for spherical waves? Anzor A. Khelashvili a) Why Pofesso Richad Feynman was upset solving the Laplace equation fo spheical waves? Anzo A. Khelashvili a) Institute of High Enegy Physics, Iv. Javakhishvili Tbilisi State Univesity, Univesity St. 9,

More information

An Application of Fuzzy Linear System of Equations in Economic Sciences

An Application of Fuzzy Linear System of Equations in Economic Sciences Austalian Jounal of Basic and Applied Sciences, 5(7): 7-14, 2011 ISSN 1991-8178 An Application of Fuzzy Linea System of Equations in Economic Sciences 1 S.H. Nassei, 2 M. Abdi and 3 B. Khabii 1 Depatment

More information

FUSE Fusion Utility Sequence Estimator

FUSE Fusion Utility Sequence Estimator FUSE Fusion Utility Sequence Estimato Belu V. Dasaathy Dynetics, Inc. P. O. Box 5500 Huntsville, AL 3584-5500 belu.d@dynetics.com Sean D. Townsend Dynetics, Inc. P. O. Box 5500 Huntsville, AL 3584-5500

More information

On the ratio of maximum and minimum degree in maximal intersecting families

On the ratio of maximum and minimum degree in maximal intersecting families On the atio of maximum and minimum degee in maximal intesecting families Zoltán Lóánt Nagy Lale Özkahya Balázs Patkós Máté Vize Septembe 5, 011 Abstact To study how balanced o unbalanced a maximal intesecting

More information

arxiv: v1 [math.co] 4 May 2017

arxiv: v1 [math.co] 4 May 2017 On The Numbe Of Unlabeled Bipatite Gaphs Abdullah Atmaca and A Yavuz Ouç axiv:7050800v [mathco] 4 May 207 Abstact This pape solves a poblem that was stated by M A Haison in 973 [] This poblem, that has

More information

Lacunary I-Convergent Sequences

Lacunary I-Convergent Sequences KYUNGPOOK Math. J. 52(2012), 473-482 http://dx.doi.og/10.5666/kmj.2012.52.4.473 Lacunay I-Convegent Sequences Binod Chanda Tipathy Mathematical Sciences Division, Institute of Advanced Study in Science

More information

CENTRAL INDEX BASED SOME COMPARATIVE GROWTH ANALYSIS OF COMPOSITE ENTIRE FUNCTIONS FROM THE VIEW POINT OF L -ORDER. Tanmay Biswas

CENTRAL INDEX BASED SOME COMPARATIVE GROWTH ANALYSIS OF COMPOSITE ENTIRE FUNCTIONS FROM THE VIEW POINT OF L -ORDER. Tanmay Biswas J Koean Soc Math Educ Se B: Pue Appl Math ISSNPint 16-0657 https://doiog/107468/jksmeb01853193 ISSNOnline 87-6081 Volume 5, Numbe 3 August 018, Pages 193 01 CENTRAL INDEX BASED SOME COMPARATIVE GROWTH

More information

STUDY OF SOLUTIONS OF LOGARITHMIC ORDER TO HIGHER ORDER LINEAR DIFFERENTIAL-DIFFERENCE EQUATIONS WITH COEFFICIENTS HAVING THE SAME LOGARITHMIC ORDER

STUDY OF SOLUTIONS OF LOGARITHMIC ORDER TO HIGHER ORDER LINEAR DIFFERENTIAL-DIFFERENCE EQUATIONS WITH COEFFICIENTS HAVING THE SAME LOGARITHMIC ORDER UNIVERSITATIS IAGELLONICAE ACTA MATHEMATICA doi: 104467/20843828AM170027078 542017, 15 32 STUDY OF SOLUTIONS OF LOGARITHMIC ORDER TO HIGHER ORDER LINEAR DIFFERENTIAL-DIFFERENCE EQUATIONS WITH COEFFICIENTS

More information

Three-dimensional Quantum Cellular Neural Network and Its Application to Image Processing *

Three-dimensional Quantum Cellular Neural Network and Its Application to Image Processing * Thee-dimensional Quantum Cellula Neual Netwok and Its Application to Image Pocessing * Sen Wang, Li Cai, Huanqing Cui, Chaowen Feng, Xiaokuo Yang Science College, Ai Foce Engineeing Univesity Xi an 701,

More information

International Journal of Mathematical Archive-3(12), 2012, Available online through ISSN

International Journal of Mathematical Archive-3(12), 2012, Available online through  ISSN Intenational Jounal of Mathematical Achive-3(), 0, 480-4805 Available online though www.ijma.info ISSN 9 504 STATISTICAL QUALITY CONTROL OF MULTI-ITEM EOQ MOEL WITH VARYING LEAING TIME VIA LAGRANGE METHO

More information

On the Poisson Approximation to the Negative Hypergeometric Distribution

On the Poisson Approximation to the Negative Hypergeometric Distribution BULLETIN of the Malaysian Mathematical Sciences Society http://mathusmmy/bulletin Bull Malays Math Sci Soc (2) 34(2) (2011), 331 336 On the Poisson Appoximation to the Negative Hypegeometic Distibution

More information

A Stochastic EOQ Policy of Cold-Drink-For a Retailer

A Stochastic EOQ Policy of Cold-Drink-For a Retailer Vietnam Jounal of Mathematics 33:4 005) 437 44 9LHWQDP -RXUQDO RI 0$7+0$7,&6 9$67 A Stochastic EOQ Policy of Cold-Dink-Fo a Retaile Shib Sanka Sana 1 Kipasindhu Chaudhui 1 Depatment of Math., Bhanga Mahavidyalaya

More information

Analysis of high speed machining center spindle dynamic unit structure performance Yuan guowei

Analysis of high speed machining center spindle dynamic unit structure performance Yuan guowei Intenational Confeence on Intelligent Systems Reseach and Mechatonics Engineeing (ISRME 0) Analysis of high speed machining cente spindle dynamic unit stuctue pefomance Yuan guowei Liaoning jidian polytechnic,dan

More information

3.1 Random variables

3.1 Random variables 3 Chapte III Random Vaiables 3 Random vaiables A sample space S may be difficult to descibe if the elements of S ae not numbes discuss how we can use a ule by which an element s of S may be associated

More information

ANA BERRIZBEITIA, LUIS A. MEDINA, ALEXANDER C. MOLL, VICTOR H. MOLL, AND LAINE NOBLE

ANA BERRIZBEITIA, LUIS A. MEDINA, ALEXANDER C. MOLL, VICTOR H. MOLL, AND LAINE NOBLE THE p-adic VALUATION OF STIRLING NUMBERS ANA BERRIZBEITIA, LUIS A. MEDINA, ALEXANDER C. MOLL, VICTOR H. MOLL, AND LAINE NOBLE Abstact. Let p > 2 be a pime. The p-adic valuation of Stiling numbes of the

More information

ON LACUNARY INVARIANT SEQUENCE SPACES DEFINED BY A SEQUENCE OF MODULUS FUNCTIONS

ON LACUNARY INVARIANT SEQUENCE SPACES DEFINED BY A SEQUENCE OF MODULUS FUNCTIONS STUDIA UNIV BABEŞ BOLYAI, MATHEMATICA, Volume XLVIII, Numbe 4, Decembe 2003 ON LACUNARY INVARIANT SEQUENCE SPACES DEFINED BY A SEQUENCE OF MODULUS FUNCTIONS VATAN KARAKAYA AND NECIP SIMSEK Abstact The

More information

Analytical Solutions for Confined Aquifers with non constant Pumping using Computer Algebra

Analytical Solutions for Confined Aquifers with non constant Pumping using Computer Algebra Poceedings of the 006 IASME/SEAS Int. Conf. on ate Resouces, Hydaulics & Hydology, Chalkida, Geece, May -3, 006 (pp7-) Analytical Solutions fo Confined Aquifes with non constant Pumping using Compute Algeba

More information

Optimum Settings of Process Mean, Economic Order Quantity, and Commission Fee

Optimum Settings of Process Mean, Economic Order Quantity, and Commission Fee Jounal of Applied Science and Engineeing, Vol. 15, No. 4, pp. 343 352 (2012 343 Optiu Settings of Pocess Mean, Econoic Ode Quantity, and Coission Fee Chung-Ho Chen 1 *, Chao-Yu Chou 2 and Wei-Chen Lee

More information

Functions Defined on Fuzzy Real Numbers According to Zadeh s Extension

Functions Defined on Fuzzy Real Numbers According to Zadeh s Extension Intenational Mathematical Foum, 3, 2008, no. 16, 763-776 Functions Defined on Fuzzy Real Numbes Accoding to Zadeh s Extension Oma A. AbuAaqob, Nabil T. Shawagfeh and Oma A. AbuGhneim 1 Mathematics Depatment,

More information

SUFFICIENT CONDITIONS FOR MAXIMALLY EDGE-CONNECTED AND SUPER-EDGE-CONNECTED GRAPHS DEPENDING ON THE CLIQUE NUMBER

SUFFICIENT CONDITIONS FOR MAXIMALLY EDGE-CONNECTED AND SUPER-EDGE-CONNECTED GRAPHS DEPENDING ON THE CLIQUE NUMBER Discussiones Mathematicae Gaph Theoy 39 (019) 567 573 doi:10.7151/dmgt.096 SUFFICIENT CONDITIONS FOR MAXIMALLY EDGE-CONNECTED AND SUPER-EDGE-CONNECTED GRAPHS DEPENDING ON THE CLIQUE NUMBER Lutz Volkmann

More information

Identification of the degradation of railway ballast under a concrete sleeper

Identification of the degradation of railway ballast under a concrete sleeper Identification of the degadation of ailway ballast unde a concete sleepe Qin Hu 1) and Heung Fai Lam ) 1), ) Depatment of Civil and Achitectual Engineeing, City Univesity of Hong Kong, Hong Kong SAR, China.

More information

Computers and Mathematics with Applications

Computers and Mathematics with Applications Computes and Mathematics with Applications 58 (009) 9 7 Contents lists available at ScienceDiect Computes and Mathematics with Applications jounal homepage: www.elsevie.com/locate/camwa Bi-citeia single

More information

Application of homotopy perturbation method to the Navier-Stokes equations in cylindrical coordinates

Application of homotopy perturbation method to the Navier-Stokes equations in cylindrical coordinates Computational Ecology and Softwae 5 5(): 9-5 Aticle Application of homotopy petubation method to the Navie-Stokes equations in cylindical coodinates H. A. Wahab Anwa Jamal Saia Bhatti Muhammad Naeem Muhammad

More information

The Omega Function -Not for Circulation-

The Omega Function -Not for Circulation- The Omega Function -Not fo Ciculation- A. Cascon, C. Keating and W. F. Shadwick The Finance Development Cente London, England July 23 2002, Final Revision 11 Mach 2003 1 Intoduction In this pape we intoduce

More information

F-IF Logistic Growth Model, Abstract Version

F-IF Logistic Growth Model, Abstract Version F-IF Logistic Gowth Model, Abstact Vesion Alignments to Content Standads: F-IFB4 Task An impotant example of a model often used in biology o ecology to model population gowth is called the logistic gowth

More information

Harvesting model for fishery resource with reserve area of bird predator and modified effort function

Harvesting model for fishery resource with reserve area of bird predator and modified effort function Malaya Jounal of Matematik Vol 5 No 4 660-666 07 https://doiog/06637/mjm0504/0008 Havesting model fo fishey esouce with eseve aea of bid pedato and modified effot function Y ouatassi * and J El Alami and

More information

Hammerstein Model Identification Based On Instrumental Variable and Least Square Methods

Hammerstein Model Identification Based On Instrumental Variable and Least Square Methods Intenational Jounal of Emeging Tends & Technology in Compute Science (IJETTCS) Volume 2, Issue, Januay Febuay 23 ISSN 2278-6856 Hammestein Model Identification Based On Instumental Vaiable and Least Squae

More information

Numerical Inversion of the Abel Integral Equation using Homotopy Perturbation Method

Numerical Inversion of the Abel Integral Equation using Homotopy Perturbation Method Numeical Invesion of the Abel Integal Equation using Homotopy Petubation Method Sunil Kuma and Om P Singh Depatment of Applied Mathematics Institute of Technology Banaas Hindu Univesity Vaanasi -15 India

More information

A Survey of Azimuthal Angle and Eigenvalues of the Laplace Equation

A Survey of Azimuthal Angle and Eigenvalues of the Laplace Equation Contempoay Engineeing Sciences, Vol., 08, no. 95, 4743-4749 HIKAI Ltd, www.m-hikai.com https://doi.og/0.988/ces.08.8950 A Suvey of Azimuthal Angle Eigenvalues of the Laplace Equation Luz aía ojas Duque

More information

working pages for Paul Richards class notes; do not copy or circulate without permission from PGR 2004/11/3 10:50

working pages for Paul Richards class notes; do not copy or circulate without permission from PGR 2004/11/3 10:50 woking pages fo Paul Richads class notes; do not copy o ciculate without pemission fom PGR 2004/11/3 10:50 CHAPTER7 Solid angle, 3D integals, Gauss s Theoem, and a Delta Function We define the solid angle,

More information

A New Method of Estimation of Size-Biased Generalized Logarithmic Series Distribution

A New Method of Estimation of Size-Biased Generalized Logarithmic Series Distribution The Open Statistics and Pobability Jounal, 9,, - A New Method of Estimation of Size-Bied Genealized Logaithmic Seies Distibution Open Access Khushid Ahmad Mi * Depatment of Statistics, Govt Degee College

More information

Kunming, , R.P. China. Kunming, , R.P. China. *Corresponding author: Jianing He

Kunming, , R.P. China. Kunming, , R.P. China. *Corresponding author: Jianing He Applied Mechanics and Mateials Online: 2014-04-28 ISSN: 1662-7482, Vol. 540, pp 92-95 doi:10.4028/www.scientific.net/amm.540.92 2014 Tans Tech Publications, Switzeland Reseach on Involute Gea Undecutting

More information

A generalization of the Bernstein polynomials

A generalization of the Bernstein polynomials A genealization of the Benstein polynomials Halil Ouç and Geoge M Phillips Mathematical Institute, Univesity of St Andews, Noth Haugh, St Andews, Fife KY16 9SS, Scotland Dedicated to Philip J Davis This

More information

Long-range stress re-distribution resulting from damage in heterogeneous media

Long-range stress re-distribution resulting from damage in heterogeneous media Long-ange stess e-distibution esulting fom damage in heteogeneous media Y.L.Bai (1), F.J.Ke (1,2), M.F.Xia (1,3) X.H.Zhang (1) and Z.K. Jia (1) (1) State Key Laboatoy fo Non-linea Mechanics (LNM), Institute

More information

Hua Xu 3 and Hiroaki Mukaidani 33. The University of Tsukuba, Otsuka. Hiroshima City University, 3-4-1, Ozuka-Higashi

Hua Xu 3 and Hiroaki Mukaidani 33. The University of Tsukuba, Otsuka. Hiroshima City University, 3-4-1, Ozuka-Higashi he inea Quadatic Dynamic Game fo Discete-ime Descipto Systems Hua Xu 3 and Hioai Muaidani 33 3 Gaduate School of Systems Management he Univesity of suuba, 3-9- Otsua Bunyo-u, oyo -0, Japan xuhua@gssm.otsua.tsuuba.ac.jp

More information

Research Article Selective Trunk with Multiserver Reservation

Research Article Selective Trunk with Multiserver Reservation Advances in Opeations Reseach Volume 2016, Aticle ID 3478709, 8 pages http://dx.doi.og/10.1155/2016/3478709 Reseach Aticle Selective Tun with Multiseve Resevation Bacel Maddah 1 and Muhammad El-Taha 2

More information

SOME GENERAL NUMERICAL RADIUS INEQUALITIES FOR THE OFF-DIAGONAL PARTS OF 2 2 OPERATOR MATRICES

SOME GENERAL NUMERICAL RADIUS INEQUALITIES FOR THE OFF-DIAGONAL PARTS OF 2 2 OPERATOR MATRICES italian jounal of pue and applied mathematics n. 35 015 (433 44) 433 SOME GENERAL NUMERICAL RADIUS INEQUALITIES FOR THE OFF-DIAGONAL PARTS OF OPERATOR MATRICES Watheq Bani-Domi Depatment of Mathematics

More information

Stability of a Discrete-Time Predator-Prey System with Allee Effect

Stability of a Discrete-Time Predator-Prey System with Allee Effect Nonlinea Analsis an Diffeential Equations, Vol. 4, 6, no. 5, 5-33 HIKARI Lt, www.m-hikai.com http://.oi.og/.988/nae.6.633 Stabilit of a Discete-Time Peato-Pe Sstem with Allee Effect Ming Zhao an Yunfei

More information

School of Electrical and Computer Engineering, Cornell University. ECE 303: Electromagnetic Fields and Waves. Fall 2007

School of Electrical and Computer Engineering, Cornell University. ECE 303: Electromagnetic Fields and Waves. Fall 2007 School of Electical and Compute Engineeing, Conell Univesity ECE 303: Electomagnetic Fields and Waves Fall 007 Homewok 8 Due on Oct. 19, 007 by 5:00 PM Reading Assignments: i) Review the lectue notes.

More information

Do Managers Do Good With Other People s Money? Online Appendix

Do Managers Do Good With Other People s Money? Online Appendix Do Manages Do Good With Othe People s Money? Online Appendix Ing-Haw Cheng Haison Hong Kelly Shue Abstact This is the Online Appendix fo Cheng, Hong and Shue 2013) containing details of the model. Datmouth

More information

STUDY ON 2-D SHOCK WAVE PRESSURE MODEL IN MICRO SCALE LASER SHOCK PEENING

STUDY ON 2-D SHOCK WAVE PRESSURE MODEL IN MICRO SCALE LASER SHOCK PEENING Study Rev. Adv. on -D Mate. shock Sci. wave 33 (13) pessue 111-118 model in mico scale lase shock peening 111 STUDY ON -D SHOCK WAVE PRESSURE MODEL IN MICRO SCALE LASER SHOCK PEENING Y.J. Fan 1, J.Z. Zhou,

More information

Research Article Schur-Convexity for a Class of Symmetric Functions and Its Applications

Research Article Schur-Convexity for a Class of Symmetric Functions and Its Applications Hindawi Publishing Copoation Jounal of Inequalities and Applications Volume 009, Aticle ID 493759, 5 pages doi:0.55/009/493759 Reseach Aticle Schu-Convexity fo a Class of Symmetic Functions and Its Applications

More information