Solutions of the (2+1)-dimensional KP, SK and KK equations generated by gauge transformations from non-zero seeds

Size: px
Start display at page:

Download "Solutions of the (2+1)-dimensional KP, SK and KK equations generated by gauge transformations from non-zero seeds"

Transcription

1 arxv: v1 [nln.si] 5 Nov 008 Solutons of the (+1)-dmensonal KP, SK and KK equatons generated by gauge transformatons from non-zero seeds Jngsong He, Xaodong L Department of Mathematcs Unversty of Scence and Technology of Chna Hefe, 3006 Anhu P.R. Chna Abstract By usng gauge transformatons, we manage to obtan new solutons of ( + 1)- dmensonal Kadomtsev-Petvashvl(KP), Kaup-Kuperschmdt(KK) and Sawada- Kotera(SK) equatons from non-zero seeds. For each of the precedng equatons, a Gallean type transformaton between these solutons u and the prevously known solutons u generated from zero seed s gven. We present several explct formulas of the sngle-solton solutons for u and u, and further pont out the two man dfferences of them under the same value of parameters,.e., heght and locaton of peak lne, whch are demonstrated vsbly n three fgures. 1 Introducton In the 1980s, Sato and hs colleagues brought us the famous Sato theory [1, ]. Snce then, the pseudo-dfferental operator has been playng an mportant role n the research of the Kadomtsev-Petvashvl(KP) herarchy [3], whch can yeld many mportant nonlnear partal dfferental equatons, such as the generalzed nonlnear Schrödnger equaton, the KdV equaton, the Sne-Gordon equaton and the famous 1

2 KP equaton. To be self-consstent, we would lke to gve a bref revew of the KP herarchy [1,, 3, 4]. Let L = + u 1 + u 3 +, (1.1) be a pseudo-dfferental operator(ψdo), here u }, u = u (t 1, t, t 3,...) serve as generators of a dfferental algebra A. The correspondng generalzed Lax equatons are defned as L t n = [B n, L], n = 1,, 3,..., (1.) whch gve rse to nfnte number of partal dfferental equatons of the KP herarchy, B n s defned as B n = [L n ] +. It can be easly showed that eq.(1.) s equvalent to the so-called Zakharov-Shabat(ZS) equaton [5] B m t n B n t m + [B m, B n ] = 0, (m, n =, 3,...). (1.3) The egenfuncton φ and conjugate egenfuncton ψ correspondng to L are defned by φ t n = B n φ, (1.4) ψ t n = Bnψ. (1.5) The frst non-trval example s the KP equaton gven by the t -flow and t 3 -flow of the KP herarchy (4u t 1uu x u xxx ) x 3u yy = 0, (1.6) n whch x = t 1, y = t and t = t 3. Suppose L gven by eq.(1.1) and L defned by L = + ( 1) u +1. =1 If L satsfes L + L = 0, then L s called the Lax operator of the CKP herarchy [4, 6], and the correspondng flow equatons of the CKP herarchy are descrbed by L t n = [B n, L], n = 1, 3, 5,. (1.7) The frst non-trval example s the CKP equaton [4, 7] u t = 5 ( x 1 u yy + 3u x x 1 u y u xxxxx 3uu xxx 15 ) u xu xx 9u u x + u xxy + 3uu y (1.8) whch s generated by t 3 -flow and t 5 -flow and also called the ( + 1)-dmensonal Kaup-Kuperschmdt(KK) equaton [8]. Here x = t 1, y = t 3 and t = t 5. Moreover,

3 L s called the Lax operator of the BKP herarchy [, 9] f t satsfes L = L 1, and the flow equatons of the BKP herarchy assocated wth t are also descrbed by eq.(1.7). The frst non-trval example s the BKP equaton [10, 11] u t = 5 ( x 1 u yy + 3u x x 1 u y 1 ) 9 5 u xxxxx 3uu xxx 3u x u xx 9u u x + u xxy + 3uu y, (1.9) whch s generated by t 3 -flow and t 5 -flow and also called the ( + 1)-dmensonal Sawada-Kotera(SK) equaton [8]. Here x = t 1, y = t 3 and t = t 5. If we fnd a set of functons u, u 3,... whch makes the correspondng pseudodfferental operator L satsfes eq.(1.3), then we have a soluton of the KP herarchy. It s a well-known result that ths set of solutons can be generated from one sngle functon τ(x) as the followng way u = t log τ, (1.10) 1 u 3 = 1 [ 3 t 1 t t 3 ] log τ, (1.11) 1. Durng the last two decades, n order to solve the KP herarchy, the gauge transformaton was formally ntroduced n reference [1]. The basc dea behnd gauge transformaton s to fnd a transformaton for the ntal Lax operator L (0) of the KP herarchy after whch the new operator L (1) and B n (1) stll satsfes Lax equaton eq.(1.) and eq.(1.3) respectvely. Here L (1) = T L (0) T 1, B (1) n = (L (1) ) n +, (1.1) T s a sutable pseudo-dfferental operator. There exst two knds of gauge transformaton operators [1] T D ( ) = ( ) 1, (1.13) T I (ψ (0) ) = (ψ (0) ) 1 1 ψ (0), (1.14) n whch, ψ (0) are egenfuncton and conjugate egenfuncton of L (0) respectvely and they are also called the generatng functons of the gauge transformaton. T D s called dfferental type of gauge transformaton, T I s called ntegral type of gauge transformaton. After one gauge transformaton T D, the new τ-functon τ (1) = τ (0), (1.15) s transformed from an ntal τ-functon τ (0) assocated wth the ntal Lax operator L (0). A smlar result can be formulated for the case of T I τ (1) = ψ (0) τ (0). (1.16) 3

4 Wth the help of formulas eq.(1.10), eq.(1.11), eq.(1.15) and eq.(1.16), we can obtan new solutons u (1) } from the known seed solutons u (0) } n the L (0). For example, u (1) = u (0) + (log ) xx by the gauge transformaton n eq.(1.15). By a successve applcaton of gauge transformatons, the determnant representaton of τ (n+k) s gven n [13] and further more u (n+k) can be deduced by usng eq.(1.10). In the last decade, the method of gauge transformaton has been developed by several researchers. The orgnal form of ths transformaton proposed n reference [1] cannot be appled drectly to the sub-herarches of the KP herarchy. So n [14, 15, 16], an mprovement was made whch makes t applcable to the BKP and CKP herarches, and n [17, 18, 19, 0, 1, ] another mprovement was made so that the gauge transformaton can be used on the constraned KP herarchy. Besdes gauge transformaton, some other methods have been used to solve the KP, BKP, CKP equatons. In [3], Hrota method was consdered on the KP equaton. Darboux transformaton was appled on ths equaton n Chapter 3 of [4]. N-solton solutons of the BKP equaton was obtaned through Hrota method n [5, 6], lump solutons was obtaned through ths method n [7], the same method was appled to the ( + 1)-dmensonal KK equatons n [8] and 3-solton solutons were obtaned explctly. Darboux transformaton was appled to ( + 1)-dmensonal KK, SK equatons n [9]. In [30], - dressng method was used on the ( + 1)-dmensonal KK, SK equatons and lne soltons and lne ratonal lumps were obtaned. It s easy to recognze that all these known solutons are correspondng to the solutons gven by gauge transformaton from zero seed. However, solvng the solton equatons startng from a non-zero seed has not attracted enough attenton. There are very few works on the KPI and KP II equatons wth a non-decay ntal background[31, 3, 33] by dressng method and classcal nverse scatterng method. On the other hand, gauge transformaton from non-zero seeds was not consdered before to our knowledge. One possble reason s that n the case of the KdV equaton, solutons obtaned by gauge transformaton from zero seed can be transformed to those solutons from nonzero seeds by a Gallean transformaton [34]. So far, we have not seen any smlar dscussons on solutons of ( + 1)-dmensonal KP, KK, SK equatons. Therefore n ths paper, we solve these equatons by gauge transformaton from non-zero seeds and manage to fnd out the relatons between new solutons and those from zero seed. The organzaton of ths paper s as follows. In secton two we consder the KP equaton. In secton three and secton four, we dscuss (+1)-dmensonal KK and SK equatons respectvely. Secton fve s devoted to the conclusons and dscussons. The notatons we use n ths paper s the same as n [18]. 4

5 Successve Gauge transformaton for KP equaton It s a natural thought to consder successve applcaton of gauge transformaton for KP herarchy. In [1, 13], a very useful theorem was ntroduced about the result after successve gauge transformatons. Lemma 1 ([1, 13]). After n tmes T D and k tmes T I transformatons (n k), we have : τ (k+n) = ψ (k 1+n) k ψ (k +n) k 1 ψ (n) 1 τ (n) = IW k,n (ψ (0) k, ψ(0) k 1,, ψ(0) 1 ; φ(0) 1, φ(0),, φ(0) n ) τ (0), (.1) n whch IW k,n (ψ (0) k, ψ(0) k 1,, ψ(0) 1 ; φ(0) 1, φ(0),, φ(0) n ) stands for (0) φ 1 ψ (0) (0) k φ ψ (0) (0) k φ n ψ (0) k (0) φ 1 ψ (0) (0) k 1 φ ψ (0) (0) k 1 φ n ψ (0) k 1... (0) IW k,n = φ 1 ψ (0) (0) 1 φ ψ (0) (0) 1 φ n ψ (0) 1 1 n 1,x,x n,x... ( 1 )(n k 1) ( )(n k 1) ( n ) (n k 1) and ψ (0) are solutons of eq.(1.4) and eq.(1.5) assocated wth the ntal value τ (0), further we have u (k+n) = (log IW k,n ) x,x + u (0). (.) By usng the above theorem, we now start to construct the new solutons of the KP equaton n eq.(1.6) from non-zero seeds. To the end, we choose the ntal Lax operator of the KP herarchy to be L (0) = , such that all u (0) = 1 and then the seed soluton of the KP equaton s u (0) = u (0) = 1. We know that the KP equaton s generated by t -flow and t 3 -flow of the KP herarchy, so the generatng functons and ψ (0) for the gauge transformaton satsfy,t = B (0) φ(0) = ( + ), B (0) = (L (0) ) +,t 3 = B (0) 3 φ(0) = ( ), B (0) (.3) 3 = (L (0) ) 3 + ψ (0),t = (B (0) ) ψ (0) = ( + )ψ (0), ψ (0),t 3 = (B (0) 3 ) ψ (0) = ( )ψ (0) (.4). 5

6 Lemma. The solutons of eq.(.3), eq.(.4) are n form of β j 3 α = k j e j +1 x+α jy+β j t, βj = β j (α j ), (.5) ψ (0) = j=1 m fβ j +3 fα k j e j +1 x+fα jy+ β f j t, βj = β j ( α j ). (.6) j=1 Here α j, β j, α j, β j should satsfy the followng relatons (β j 3) = (α j + 1) (α j ), (.7) ( β j + 3) = ( α j + 1) ( α j ). (.8) Proof. We assume the solutons of eq.(.3) have the form φ = X(x) Y (y) T (t), then eq.(.3) s equvalent to Yy Y T t T = Xxx = Xxxx X X +, Let Y y Y = α, T t T where α and β are constants, we have (α ) X = X xx, whch can be reduced to (β 3) X = X xxx + 3 X x, Xx = X x + 3 Xx X + 3. (.9) (α+1) (α ) β 3 X, = β, (.10) (.11) = β 3 α+1 X. (.1) Under the consstency condton (β 3) = (α + 1) (α ) we can obtan From eq.(.10), we have whch nfer the solutons of eq.(.3) X(x) = c 1 e β 3 α+1 x. (.13) Y (y) = c e αy, T (t) = c 3 e βt, φ = k e β 3 α+1 x+αy+βt, (.14) wth the help of (.13), where k = c 1 c c 3. By lnear superposton, the lnear combnaton of φ n eq.(.14) wth respect to dfferent α and β s stll a soluton of eq.(.3), that s β j 3 α = k j φj = k j e j +1 x+α jy+β j t (.15) j=1 j=1 A smlar procedure can be appled to ψ (0) 6 whch yelds eq.(.6).

7 Havng these results, t s suffcent to perform gauge transformaton on L (0). But accordng to lemma 1, the transformed τ-functon may not be satsfactory, snce t may vansh on some pont. To rule out ths stuaton, we need the followng theorem. Theorem 1. Let the generatng functons of n-steps T D be m (m = 1,,, n) n eq.(.5) and rewrtten as m = p m =1 k m, exp a m,x+α m, y+β m, t for smplcty, then the new τ-functon τ (n) = IW 0,n τ (0) = W n ( 1, φ(0),, φ(0) n ) τ (0), (.16) and W n ( 1, φ(0),, φ(0) n ) > 0 f k m, > 0, a m, < a m,j for all m < m and, j. The transformed soluton u (n) of KP equaton s )) u (n) = 1 + ( log ( W n ( 1, φ(0),, φ(0) n ) Proof. Frst, W n takes the followng form 1 n W n = x φ(0) 1 x φ(0) x φ(0) n... n 1 n 1 x n 1 1 x n 1 n 1 n xx x n 1 n n then we expand the determnant wth respect to columns usng the equaton then we have: W n = m = 1 q p q, q=1...n p m =1 k m, e a m, x+α m, y+β m, t, m = 1... n Π n j=1k j,j e a j, j x+α j,j y+β j,j t a 1,1 a, a n,n... a n 1 1, 1 a n 1, a n 1 n, n (.17) (.18) Notce the Vendermonde determnants n the above equaton. Snce k m, > 0, the coeffcents of these Vendermonde determnants are postve. Usng a m, < a m,j for all m < m and, j, t s easy to prove that all Vendermonde determnants n the above equaton are postve, so W n > 0. Usng eq.(.16), eq.(.) and u (0) = 1, we can obtan eq.(.17). Next we gve sngle-solton solutons of the KP equaton from a zero seed and a non-zero seed respectvely. Notatons wth prme are correspondng to the results of gauge transformaton from a zero seed. The generatng functons are ( 1 ) = k e ξ 1 + k e ξ, (.19) 7

8 1 = k e ξ 1 + k e ξ, (.0) where ξ 1 = β 1 x + α α 1 y + β 1 t, (.1) 1 ξ = β x + α α y + β t, (.) ξ 1 = (β 1 3) α x + α 1 y + β 1 t, (.3) ξ = (β 3) α + 1 x + α y + β t, (.4) and (α )3 = (β ), (β 3) = (α + 1) (α ), = 1,. The two sngle-soltons of the KP equaton can be wrtten as (u (1) ) = 1 4 ( β 1 α 1 β α ) sech ( ξ ξ 1 ), (.5) u (1) = ( β 1 3 α β 3 α + 1 ) sech ( ξ 1 ξ ). (.6) There are two dfferences between u and u under the same parameters α: 1) the heght of soltons, ) the locaton of the peak lne of the soltons, whch are demonstrated vsbly n fgure 1. In fgure, we demonstrate the soluton obtaned by a two-step gauge transformaton by usng eq.(.17) and 1 = e y+3 t + e x+3 y+7 t, (.7) = e x+4 y+(3+5 ) t + e 6 x+8 y+(3+9 6) t. (.8) Corollary 1. There exsts a Gallean type transformaton u u (x, y, t) = 1 + u (x + 3 t, y, t). (.9) between u n eq.(.5) and u n eq.(.6). Obvously, ths result s consstent wth the Gallean transformaton [34] of the KdV equaton by a dmensonal reducton. 3 Gauge transformaton for (+1)-dmensonal KK equaton Gauge transformaton of the CKP herarchy s somewhat dfferent from that of the KP herarchy, because a transformed Lax operator L (1) by one-step gauge transformaton has to satsfy (L (1) ) + L (1) = 0. To meet ths requrement, we ntroduce the followng lemma. 8

9 Lemma 3 ([16]). 1. The approprate gauge transformaton T n+k s gven by n = k and generatng functons ψ (0) = for = 1,,, n.. The τ-functon τ (n+n) CKP τ (n+n) of the CKP herarchy has the form CKP = IW n,n ( n, n 1,, φ(0) 1 ; φ(0) (0) φ n (0) 1 φ n n =.. (0) φ 1 (0) 1 φ 1 n and further we have 1, φ(0),, φ(0) n ) τ (0) CKP τ (0) CKP. (3.1) u (n+n) = u (0) + (log IW n,n ) xx. (3.) To solve the (+1)-dmensonal KK equaton from non-zero seed soluton, we choose a ntal Lax operator L (0) of the CKP herarchy to be L (0) = Snce the (+1)-dmensonal KK equaton s generated by t 3 -flow and t 5 -flow of the CKP herarchy, we solve,t 3 = B (0) 3 φ(0) = ( ), B (0) 3 = (L (0) ) 3 +,,t 5 = B (0) 5 φ(0) = ( ), B (0) (3.3) 5 = (L (0) ) 5 +, n order to obtan the egenfunctons. Lemma 4. The solutons of eq.(3.3) are = α 3 j 18α j +9β j α k j e x+α jy+β j t j +α j β j +81, βj = β j (α j ), (3.4) j=1 here α j, β j should satsfy the relaton α 5 j 5α 3 j + 30β j α j + 115α j β 3 j 43β j = 0. (3.5) Proof. Frst, we assume the soluton of eq.(3.3) has the form φ = X(x) Y (y) T (t) then we have Yy Y = Xxxx X + 3 Xx X, T t T = Xxxxxx X + 5 Xxxx Xx X + 15 X. (3.6) Let Y y Y = α, T t T = β, (3.7) 9

10 where α and β are constants, eq.(3.6) become X xxx = α X 3 X x, X xxxxx = β X 15 X x 5 X xxx, whch can be further reduced to 9 X xx (α + β) X x + α X = 0, α X xx + 9 X x + ( α β) X = 0. (3.8) (3.9) Combnng the two equatons n eq.(3.9) together, we have The soluton of eq.(3.10) (α + α β + 81) X x = (α 3 18 α + 9 β) X. (3.10) By substtutng eq.(3.11) back nto eq.(3.8), we have X(x) = c 1 e α 3 18α+9β α x +αβ+81. (3.11) α 5 5α βα + 115α β 3 43β = 0, (3.1) that means f α and β satsfy eq.(3.1), then eq.(3.11) s the soluton of eq.(3.8). From eq.(3.7), we have together wth eq.(3.11) we have Y (y) = c e αy, T (t) = c 3 e βt, φ = k e α3 18α+9β α +αβ+81 x+αy+βt, (3.13) where k = c 1 c c 3. Usng the lnear superposton as we dd n lemma, we can obtan α 3 j 18α j +9β j α = k j φj = k j e x+α jy+β j t j +α j β j +81. (3.14) j=1 j=1 Smlar to the prevous secton about KP equaton, we need the followng theorem to assure that the solutons we get are wthout sngulartes. Theorem. Let egenfunctons m take the form as n lemma 4 m = k m, e a m,x+α m, y+β m, t, (3.15) =1 where m = 1,, f k m, > 0, a 1, < a,j, then IW, (, φ(0) soluton of the (+1)-dmensonal KK equaton can be wrtten as 1 ; φ(0) 1, φ(0) ) < 0. The u (+) = 1 + (log IW, ) xx (3.16) 10

11 Proof. We rewrte 1 and n eq.(3.15) as 1 = n =1 R e ax, = n =1 S e bx. Here the values of R and S are greater than zero. Then we have ( 1 ) = n,j=1 R e R (a +a j )x j a +a j, (3.17) ( ) = n,j=1 S S j e (b +b j )x b +b j, (3.18) 1 φ(0) = n,j=1 R S j e (a +b j )x a +b j. (3.19) Snce a < b j for, j = 1... n, t s easy prove the followng nequalty R R j e (a +a j )x a + a j S k S l e (bk+bl)x b k + b l > R S k R j S l e (a+bk)x a + b k e (aj+bl)x a j + b l, (3.0) where 1, j, k, l n, then (0) φ 1 φ(0) (0) (φ 1 ) (0) (φ ) (0) φ 1 φ(0) = ( 1 φ(0) ) ( 1 ) ( ) < 0. (3.1) can be drectly verfed by usng eq.(3.17), eq.(3.18), eq.(3.19). Eq.(3.16) can be obtaned by eq.(3.) and u (0) = 1. Remark 1. For T (1+1) = T I T D, wth the generatng functon 1 as n eq.(3.15), t s easy to show that τ (1+1) = ( ( 1 ) ) τ (0) (3.) s postve. The correspondng new soluton of the (+1)-dmensonal KK equaton can be represented as u (1+1) = 1 + (log ( 1 ) ) xx (3.3) Here we gve the sngle-solton soluton of the (+1)-dmensonal KK equaton from the generatng functon 1 = e ξ 1 + e ξ, (3.4) where ξ = α3 18α +9β α +α β +81 x + α y + β t, the soluton s u (1+1) = 1 + (a 1 a ) ( e a 1 + a ξ 1 ξ a 1 + e ξ ξ1 a ) (e ξ1 ξ + e ξ ξ 1 ) ( eξ 1 ξ a 1 + eξ ξ 1 a + a 1 +a ), (3.5) 11

12 where a = α3 18α +9β α +α. The soluton (u(1+1) β +81 ) generated from zero seed have the form (u (1+1) ) = (a 1 a ) a 1 + a ξ ( e 1 ξ a 1 ( eξ 1 ξ a 1 ξ + e ξ 1 a + eξ ξ 1 a ) (e ξ 1 ξ + e ξ ξ 1 ), (3.6) + ) a 1 +a where ξ = (α ) x+α β y +β t, a = (α ) and (α β )5 = (β )3. The dfferences between u (1+1) and (u (1+1) ) under the same value of parameters are showed n fgure 3. By takng x+0.00 y+0.01 t 1 = e x y t + e +e x+0.01 y+0.05 t + e x+0.0 y+0.1 t, (3.7) x y+8 t = e x y+30 t + e +e x y+1 t + e x y+0 t.(3.8) n eq.(3.16), we can obtan soluton of the ( + 1)-dmensonal KK equaton whch s plotted n fgure 4. 4 Gauge transformaton for (+1)-dmensonal SK equaton The procedure of ths secton s mostly the same as the prevous secton except that the transformed Lax operator L (1) by one-step gauge transformaton should satsfy (L (1) ) = L (1) 1, so we need lemma 5 about gauge transformaton for BKP herarchy. Lemma 5 ([16]). 1. The approprate gauge transformaton T n+k s gven by n = k and generatng functons ψ (0) =,x for = 1,,..., n.. The τ-functon τ (n+n) BKP τ (n+n) of the BKP herarchy has the form n,x, BKP = IW n,n ( n 1,x,..., φ(0) 1,x ; φ(0) (0) φ n,x (0) 1 φ n,x n =.. (0) φ 1,x φ(0) (0) 1 φ 1,x φ(0) n 1, φ(0),..., φ(0) n ) τ (0) BKP τ (0) BKP. (4.1) and we have u (n+n) = u (0) + (log IW n,n ) xx. (4.) 1

13 Wth ths theorem, we can wrte down the solutons of the (+1)-dmensonal SK equaton explctly after successve applcaton of gauge transformatons. We take the ntal Lax operator L (0) of the BKP herarchy as L (0) = The correspondng egenfuncton and conjugate egenfuncton ψ (0) = gven by lemma 4 and lemma 5,.e. = ψ (0) = j=1,x are α 3 j 18α j +9β j α k j e x+α jy+β j t j +α j β j +81, (4.3) j=1 αj 3 k 18α α j + 9β 3 j 18α j +9β j j j αj + α jβ j + 81 e α x+α jy+β j t j +α j β j +81, βj = β j (α j ). (4.4) Smlar as secton two and secton three, we need the followng theorem to assure that the new τ-functon we get after gauge transformatons wll not vansh at any pont. Theorem 3. Let egenfuncton m take the form as n eq.(4.3) n =1 k m, e a m,x+α m, y+β m, t, m = 1,, f 0 < 3 a 1, < a,j, then we have IW, (,x, φ(0) 1,x ; φ(0) 1, φ(0) Proof. 1 and can be rewrtten as 1 = n =1 R e ax, = n =1 S e bx, ) < 0. The soluton can be wrtten as u (+) = 1 + (log IW, ) xx. (4.5) where the value of R and S are greater than zero, then we have The followng nequalty ( 1 ) ( ) 1,x φ(0) =,x φ(0) 1 = = 1 = 1 R R j e (a +a j )x, (4.6),j=1 S S j e (b +b j )x, (4.7),j=1 a R S j e (a +b j )x, (4.8) a + b j,j=1 b R j S e (a j+b )x. (4.9) a j + b,j=1 (a + b k ) (a j + b l ) > 4 a b l, 13

14 s trval f we use 0 < 3 a 1, < a,j whch means 0 < 3 a < b k, together wth eq.(4.6), eq.(4.7), eq.(4.8) and eq.(4.9), we can prove (0) φ 1 φ(0) ( ),x (0) φ = ( 1,x φ(0) )(,x φ(0) 1 ) (φ(0) 1 ) ( ) < 0, (4.10) 4 ( 1 ) 1,x φ(0) by a drect calculaton. Eq.(4.5) can be obtaned by eq.(4.) and u (0) = 1. Remark. For T 1+1 = T I T D, wth the generatng functon 1 as n eq.(4.3), t s easy to show that τ (1+1) = (φ(0) 1 ) τ (0) (4.11) s postve. The correspondng new soluton of the (+1)-dmensonal SK equaton can be represented as u (1+1) 1 ) = 1 + (log( (φ(0) )) xx (4.1) To obtan a sngle-solton soluton of the (+1)-dmensonal SK equaton, we start from a generatng functon and the soluton s 1 = e ξ + e ξ, (4.13) u (1+1) = 1 + a sech (ξ), (4.14) here ξ = α3 18α+9β α +αβ+81 x+α y +β t and a = α3 18α+9β. A soluton generated from zero α +αβ+81 seed s (u (1+1) ) = (a ) sech (ξ ), (4.15) n whch ξ = (α ) x + α y + β t, (α ) 5 = (β ) 3 and a = (α ). The dfferences β β between u (1+1) and (u (1+1) ) are showed n fgure 5. In fgure 6, we plot the soluton of the ( + 1)-dmensonal SK equaton by takng x y+0. t 1 = e x y+0.15 t + e +e x+0.0 y+0.1 t, (4.16) x y+t = e x y+10 t + e +e x y+30 t, (4.17) n eq.(4.5). Corollary. For the (+1)-dmensonal KK equaton and (+1)-dmensonal SK equaton, there exst a common Gallean type transformaton between (u (1+1) ) (generated from zero seed) and u (1+1) (generated from non-zero seed),.e. u (x, y, t) u (x, y, t) = 1 + u (x + 3y + 15t, y + 5t, t). (4.18) 14

15 5 Conclusons and Dscussons By now we have obtaned new solutons u (n) n theorem 1 for KP equaton, u (+) n theorem for (+1)-dmensonal KK equaton and u (+) n theorem 3 for (+1)- dmensonal SK equaton by usng the the gauge transformatons of the KP herarchy, CKP herarchy and BKP herarchy respectvely. The correspondng generatng functons of the gauge transformatons prevously mentoned are explctly expressed n lemma and lemma 4. For these three equatons, the sngle-solton u (1) (or u(1+1) ) generated from non-zero seeds and (u (1) ) (or (u (1+1) ) ) generated from zero seed are constructed. The man dfferences between the u and (u ) are heght and locatons of the peak lne under the same value of parameters, whch are demonstrated vsbly n fgures 1, and 3. We also found a Gallean type transformaton n eq.(.9) between (u (1) ) and u (1) for the KP equaton, and another one n eq.(4.18) between (u (1+1) ) and u (1+1) for the (+1)-dmensonal KK and SK equatons. To guarantee the new solutons u generated by gauge transformatons s smooth, n other words, the transformed τ-functon doesn t vansh at any pont, we only consder the W n n theorem 1 and IW, n theorem and theorem 3. The corollary 1 and corollary show that we can establsh a one-parameter transformaton group (specfcally, Gallean type transformaton) of the solutons of these three equatons by settng the seeds u (0) = ɛ(arbtrary constant) nstead of u (0) = 1. The advantage of ths new method to fnd one-parameter group s to avod solvng the characterstc lne equaton, whch s not easy to solve, as usual approach of Le pont transformaton. We wll try to do ths n the future. On the other hand, f we can choose some more complcated ntal Lax operator L (0) n whch u (0) } are not constants and we are able to solve the correspondng generatng functons, then we can get some other new solutons. Of course, the calculaton s much tedous although the dea s straghtforward. The present work s the frst step to ths dffcult purpose. Acknowledgement Ths work s supported partly by the NSFC grant of Chna under No We thank Professor L Yshen(USTC, Chna) for many valuable suggestons on ths paper. References [1] Y. Ohta, J. Satsuma, D. Takahash and T. Tokhro, An elementry ntroducton to Sato theory, Prog. Theor. Phys. Suppl. 94 (1988) [] E.Date, M. Kashwara, M. Jmbo and T. Mwa, Transformaton groups for solton equatons n Nonlnear ntegrable systems - classcal and quantum 15

16 theory edted by M. Jmbo and T. Mwa (Sngapore:World Scentfc, 1983) p [3] L.A.Dckey, Solton equatons and Hamltonan systems(second edton)advanced Seres n Mathematcal Physcs, Vol. 6, (Sngapore:World Scentfc, 003). [4] M. Jmbo and T. Mwa, Soltons and nfnte dmensonal Le algebras, Publ. RIMS, Kyoto Unv. 19(1983) [5] V.E. Zakharov and A.B. Shabat, A Scheme for ntgeratng the nonlnear equatons of mathematcal physcs by the method of the nverse scatterng problem, Funct. Anal. Appl. 8 (1974) [6] E. Date, M. Kashwara, M. Jmbo, T. Mwa, KP herarchy of Orthogonal symplectc type transformaton groups for solton equatons VI, J. Phys. Soc. Japan.50, (1981). [7] Ignace Lors, On reduced CKP equatons, Inverse Problems 15(1999), [8] B. Konopelchenko, V. Dubrovsky, Some new ntegrable nonlnear evoluton equatons n + 1 dmensons. Phys. Lett. A 10(1984) [9] E. Date, M. Kashwara, T. Mwa, Transformaton groups for solton equatons. II.Vertex operators and τ functons, Proc. Japan Acad. Ser. A 57, (1981); E. Date, M. Jmbo, M. Kashwara, T. Mwa, Transformaton groups for solton equatons. IV. A new herarchy of solton equatons of KP-type, Physca D4, (1981/8) [10] Ignace Lors, Dmensonal reducton of BKP and CKP herarches, J. Phys. A: Math. Gen. 34(001), [11] I. Lors and R. Wllox, Symmetry reductons of BKP herarchy, J. Math. Phys. 40 (1999) [1] Lng-Le Chau, J.C. Shaw, H.C. Yen, Solvng the KP herarchy by Gauge Transformatons, Commun. Math. Phys. 149(199), 63-78(199) [13] Jngsong He, Yshen L, Y Cheng, The Determnant Represenaton of The Gauge Transformaton Opeartors, Chnse Annals of Mathemacs 3B(00), [14] J.J. Nmmo, Darboux transformaton from reducton of the KP herarchy, n Nonlnear evoluton equaton and dynamcal systems edted by V.G. Makhankov et al. (Sngapore:World Scentfc, 1995) pp [15] A. Me, Darboux transformatons for antsymmetrc operator and BKP ntegrable herarchy, (n chnese), Master Thess, Unversty of Scence and Technology of Chna [16] Jngsong He, Y Cheng, Rudolf A. Römer, Solvng b-drectonal solton equatons n the KP herarchy by gauge transformaton, JHEP03 (006) 103,

17 [17] W. Oevel, Darboux theorems and Wronskan formulas for ntegrable systems, I. Constraned KP flows, Physca A195 (1993) [18] Lng-Le Chau, J.C. Shaw, Mng-Hsen Tu, Solvng the constraned KP herarchy by gauge transformatons, J. Math. Phys. 38(1997), [19] H. Aratyn, E. Nssmov, S. Pacheva, Constraned KP herarches: addtonal symmetres, Darboux-Bäcklund solutons and relatons to multmatrx models. Internat. J. Modern Phys. A 1(1997) [0] R.Wllox, I.Lors, C.R.Glson, Bnary Darboux transformatons for constraned KP herarches, Inverse Problem 13(1997) [1] Jngsong He, Yshen L, Y Cheng, Two choces of the gauge transformaton for the AKNS herarchy through the constraned KP herarchy, J. Math. Phys. 44(003), [] Jngsong He, Zhwe Wu, Y Cheng, Gauge transformatons for the constraned CKP and BKP herarches, J. Math. Phys.48(007), [3] R.Hrota, Drect methods n solton theory n Soltons edted by R.K.Bullough and P.J.Caudrey (Sprnger-Verlang, 1980) p [4] V.B.Matveev, M.A.Salle, Darboux Transformatons and Soltons (Sprnger- Verlag, 1991). [5] R. Hrota, Solton Solutons to the BKP Equatons. I. The Pfaffan Technque, J. Phys. Soc. Jap.58(1989), [6] R. Hrota, Solton Solutons to the BKP Equatons. II. The Integral Equaton, J. Phys. Soc. Jap.58(1989), [7] C.R. Glson and J.J.C. Nmmo, Lump solutons of the BKP equaton, Phys. Lett. A 147(1990), [8] Xng-Bao Hu, Dao-Lu Wang, Xan-Mn Qan, Solton solutons and symmetres of the +1 dmensonal Kaup-Kupershmdt equaton, Phys. Lett. A 6(1999), [9] S.B. Leble, N.V. Ustnov, Thrd order spectral problems: reductons and Darboux transformatons. Inverse Problems 10(1994), [30] V.G.Dubrovsky, Ya.V.Lstsyn, The constructon of exact solutons of twodmensonal ntegrable generalzatons of Kaup-Kuperschmdt and Sawada- Kotera equatons va - dressng method, Phys. Lett. A 95(00), [31] A.S. Fokas, V. Zakharov, The Dressng Method and Nonlocal Remann- Hlbert Problems, Journal of Nonlnear Scence (199), (199). [3] A.S. Fokas, A. Pogrebkov, The nverse spectral method for the KPI equaton n the background of one lne solton, Nonlnearty 16(003), [33] J. Vllarroel, M.J. Ablowtz, On the ntal value problem for the KPII equaton wth data that does not decay along a lne, Nonlnearty 17 (004),

18 [34] C.Tan, Symmetry n Solton Theory and Its Applcatons Edted by C.H.Gu (Sprnger 1995) p

19 Fgure 1: Sngle-solton solutons at t = 1 of the KP equaton. The lower one s (u (1) ) wth k = 1, α 1 =.75 and α = 3.4; the hgher one s (u (1) 1) wth parameters k = 1, α 1 =.75 and α = 3.4. Fgure : Two-solton soluton at t = 0 of the KP equaton. 19

20 Fgure 3: Sngle-solton solutons at t = 1 of the (+1)-dmensonal KK equaton. The hgher one s (u (1+1) ) wth α 1 = and α = 0.075; the lower one s (u (1+1) 1) wth parameters α 1 = and α = Fgure 4: Soluton at t = 0 of the (+1)-dmensonal KK equaton. 0

21 Fgure 5: Sngle-solton solutons at t = 1 of (+1)-dmensonal SK equaton. The hgher one s (u (1+1) ) wth α = 4.096,the lower one s (u (1+1) 1) wth parameters α = Fgure 6: Soluton at t = 0 of (+1)-dmensonal SK equaton. 1

Computers and Mathematics with Applications. Linear superposition principle applying to Hirota bilinear equations

Computers and Mathematics with Applications. Linear superposition principle applying to Hirota bilinear equations Computers and Mathematcs wth Applcatons 61 (2011) 950 959 Contents lsts avalable at ScenceDrect Computers and Mathematcs wth Applcatons journal homepage: www.elsever.com/locate/camwa Lnear superposton

More information

Combined Wronskian solutions to the 2D Toda molecule equation

Combined Wronskian solutions to the 2D Toda molecule equation Combned Wronskan solutons to the 2D Toda molecule equaton Wen-Xu Ma Department of Mathematcs and Statstcs, Unversty of South Florda, Tampa, FL 33620-5700, USA Abstract By combnng two peces of b-drectonal

More information

The Order Relation and Trace Inequalities for. Hermitian Operators

The Order Relation and Trace Inequalities for. Hermitian Operators Internatonal Mathematcal Forum, Vol 3, 08, no, 507-57 HIKARI Ltd, wwwm-hkarcom https://doorg/0988/mf088055 The Order Relaton and Trace Inequaltes for Hermtan Operators Y Huang School of Informaton Scence

More information

Canonical transformations

Canonical transformations Canoncal transformatons November 23, 2014 Recall that we have defned a symplectc transformaton to be any lnear transformaton M A B leavng the symplectc form nvarant, Ω AB M A CM B DΩ CD Coordnate transformatons,

More information

Lecture 12: Discrete Laplacian

Lecture 12: Discrete Laplacian Lecture 12: Dscrete Laplacan Scrbe: Tanye Lu Our goal s to come up wth a dscrete verson of Laplacan operator for trangulated surfaces, so that we can use t n practce to solve related problems We are mostly

More information

Uniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity

Uniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity Int. Journal of Math. Analyss, Vol. 6, 212, no. 22, 195-114 Unqueness of Weak Solutons to the 3D Gnzburg- Landau Model for Superconductvty Jshan Fan Department of Appled Mathematcs Nanjng Forestry Unversty

More information

New Exact Traveling Wave Solutions for Two Nonlinear Evolution Equations

New Exact Traveling Wave Solutions for Two Nonlinear Evolution Equations Internatonal Conference on Computer Technology and Scence (ICCTS ) IPCSIT vol. 47 () () IACSIT Press, Sngapore DOI:.7763/IPCSIT..V47.66 New Exact Travelng Wave Solutons for Two Nonlnear Evoluton Equatons

More information

PHYS 705: Classical Mechanics. Canonical Transformation II

PHYS 705: Classical Mechanics. Canonical Transformation II 1 PHYS 705: Classcal Mechancs Canoncal Transformaton II Example: Harmonc Oscllator f ( x) x m 0 x U( x) x mx x LT U m Defne or L p p mx x x m mx x H px L px p m p x m m H p 1 x m p m 1 m H x p m x m m

More information

International Conference on Advanced Computer Science and Electronics Information (ICACSEI 2013) equation. E. M. E. Zayed and S. A.

International Conference on Advanced Computer Science and Electronics Information (ICACSEI 2013) equation. E. M. E. Zayed and S. A. Internatonal Conference on Advanced Computer Scence and Electroncs Informaton (ICACSEI ) The two varable (G'/G/G) -expanson method for fndng exact travelng wave solutons of the (+) dmensonal nonlnear potental

More information

A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS

A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS Journal of Mathematcal Scences: Advances and Applcatons Volume 25, 2014, Pages 1-12 A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS JIA JI, WEN ZHANG and XIAOFEI QI Department of Mathematcs

More information

PHYS 705: Classical Mechanics. Calculus of Variations II

PHYS 705: Classical Mechanics. Calculus of Variations II 1 PHYS 705: Classcal Mechancs Calculus of Varatons II 2 Calculus of Varatons: Generalzaton (no constrant yet) Suppose now that F depends on several dependent varables : We need to fnd such that has a statonary

More information

Ballot Paths Avoiding Depth Zero Patterns

Ballot Paths Avoiding Depth Zero Patterns Ballot Paths Avodng Depth Zero Patterns Henrch Nederhausen and Shaun Sullvan Florda Atlantc Unversty, Boca Raton, Florda nederha@fauedu, ssull21@fauedu 1 Introducton In a paper by Sapounaks, Tasoulas,

More information

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1 P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the

More information

Foundations of Arithmetic

Foundations of Arithmetic Foundatons of Arthmetc Notaton We shall denote the sum and product of numbers n the usual notaton as a 2 + a 2 + a 3 + + a = a, a 1 a 2 a 3 a = a The notaton a b means a dvdes b,.e. ac = b where c s an

More information

Difference Equations

Difference Equations Dfference Equatons c Jan Vrbk 1 Bascs Suppose a sequence of numbers, say a 0,a 1,a,a 3,... s defned by a certan general relatonshp between, say, three consecutve values of the sequence, e.g. a + +3a +1

More information

Formulas for the Determinant

Formulas for the Determinant page 224 224 CHAPTER 3 Determnants e t te t e 2t 38 A = e t 2te t e 2t e t te t 2e 2t 39 If 123 A = 345, 456 compute the matrx product A adj(a) What can you conclude about det(a)? For Problems 40 43, use

More information

Yong Joon Ryang. 1. Introduction Consider the multicommodity transportation problem with convex quadratic cost function. 1 2 (x x0 ) T Q(x x 0 )

Yong Joon Ryang. 1. Introduction Consider the multicommodity transportation problem with convex quadratic cost function. 1 2 (x x0 ) T Q(x x 0 ) Kangweon-Kyungk Math. Jour. 4 1996), No. 1, pp. 7 16 AN ITERATIVE ROW-ACTION METHOD FOR MULTICOMMODITY TRANSPORTATION PROBLEMS Yong Joon Ryang Abstract. The optmzaton problems wth quadratc constrants often

More information

Chapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems

Chapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems Numercal Analyss by Dr. Anta Pal Assstant Professor Department of Mathematcs Natonal Insttute of Technology Durgapur Durgapur-713209 emal: anta.bue@gmal.com 1 . Chapter 5 Soluton of System of Lnear Equatons

More information

A new Approach for Solving Linear Ordinary Differential Equations

A new Approach for Solving Linear Ordinary Differential Equations , ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of

More information

Inner Product. Euclidean Space. Orthonormal Basis. Orthogonal

Inner Product. Euclidean Space. Orthonormal Basis. Orthogonal Inner Product Defnton 1 () A Eucldean space s a fnte-dmensonal vector space over the reals R, wth an nner product,. Defnton 2 (Inner Product) An nner product, on a real vector space X s a symmetrc, blnear,

More information

Gauge transformation and symmetries of the commutative multi-component BKP hierarchy

Gauge transformation and symmetries of the commutative multi-component BKP hierarchy Gauge transformaton and symmetres of the commutatve mult-component BKP herarchy arxv:1602.07156v1 [nln.s] 23 Feb 2016 Chuanzhong L Department of Mathematcs, Nngbo Unversty, Nngbo, 315211, Chna Emal:lchuanzhong@nbu.edu.cn

More information

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION Advanced Mathematcal Models & Applcatons Vol.3, No.3, 2018, pp.215-222 ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EUATION

More information

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix Lectures - Week 4 Matrx norms, Condtonng, Vector Spaces, Lnear Independence, Spannng sets and Bass, Null space and Range of a Matrx Matrx Norms Now we turn to assocatng a number to each matrx. We could

More information

Projective change between two Special (α, β)- Finsler Metrics

Projective change between two Special (α, β)- Finsler Metrics Internatonal Journal of Trend n Research and Development, Volume 2(6), ISSN 2394-9333 www.jtrd.com Projectve change between two Specal (, β)- Fnsler Metrcs Gayathr.K 1 and Narasmhamurthy.S.K 2 1 Assstant

More information

BOUNDEDNESS OF THE RIESZ TRANSFORM WITH MATRIX A 2 WEIGHTS

BOUNDEDNESS OF THE RIESZ TRANSFORM WITH MATRIX A 2 WEIGHTS BOUNDEDNESS OF THE IESZ TANSFOM WITH MATIX A WEIGHTS Introducton Let L = L ( n, be the functon space wth norm (ˆ f L = f(x C dx d < For a d d matrx valued functon W : wth W (x postve sem-defnte for all

More information

n α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0

n α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0 MODULE 2 Topcs: Lnear ndependence, bass and dmenson We have seen that f n a set of vectors one vector s a lnear combnaton of the remanng vectors n the set then the span of the set s unchanged f that vector

More information

The internal structure of natural numbers and one method for the definition of large prime numbers

The internal structure of natural numbers and one method for the definition of large prime numbers The nternal structure of natural numbers and one method for the defnton of large prme numbers Emmanul Manousos APM Insttute for the Advancement of Physcs and Mathematcs 3 Poulou str. 53 Athens Greece Abstract

More information

Supplemental document

Supplemental document Electronc Supplementary Materal (ESI) for Physcal Chemstry Chemcal Physcs. Ths journal s the Owner Socetes 01 Supplemental document Behnam Nkoobakht School of Chemstry, The Unversty of Sydney, Sydney,

More information

Some Comments on Accelerating Convergence of Iterative Sequences Using Direct Inversion of the Iterative Subspace (DIIS)

Some Comments on Accelerating Convergence of Iterative Sequences Using Direct Inversion of the Iterative Subspace (DIIS) Some Comments on Acceleratng Convergence of Iteratve Sequences Usng Drect Inverson of the Iteratve Subspace (DIIS) C. Davd Sherrll School of Chemstry and Bochemstry Georga Insttute of Technology May 1998

More information

The non-negativity of probabilities and the collapse of state

The non-negativity of probabilities and the collapse of state The non-negatvty of probabltes and the collapse of state Slobodan Prvanovć Insttute of Physcs, P.O. Box 57, 11080 Belgrade, Serba Abstract The dynamcal equaton, beng the combnaton of Schrödnger and Louvlle

More information

Solving 2D-BKDV Equation by a Sub-ODE Method

Solving 2D-BKDV Equation by a Sub-ODE Method Internatonal Conference on Coputer Technology and Scence (ICCTS ) IPCSIT vol 47 () () IACSIT Press Sngapore DOI: 7763/IPCSITV4756 Solvng D-BKDV Equaton by a Sub-ODE Method Bn Zheng + School of Scence Shandong

More information

Convexity preserving interpolation by splines of arbitrary degree

Convexity preserving interpolation by splines of arbitrary degree Computer Scence Journal of Moldova, vol.18, no.1(52), 2010 Convexty preservng nterpolaton by splnes of arbtrary degree Igor Verlan Abstract In the present paper an algorthm of C 2 nterpolaton of dscrete

More information

General viscosity iterative method for a sequence of quasi-nonexpansive mappings

General viscosity iterative method for a sequence of quasi-nonexpansive mappings Avalable onlne at www.tjnsa.com J. Nonlnear Sc. Appl. 9 (2016), 5672 5682 Research Artcle General vscosty teratve method for a sequence of quas-nonexpansve mappngs Cuje Zhang, Ynan Wang College of Scence,

More information

APPENDIX A Some Linear Algebra

APPENDIX A Some Linear Algebra APPENDIX A Some Lnear Algebra The collecton of m, n matrces A.1 Matrces a 1,1,..., a 1,n A = a m,1,..., a m,n wth real elements a,j s denoted by R m,n. If n = 1 then A s called a column vector. Smlarly,

More information

THE CHINESE REMAINDER THEOREM. We should thank the Chinese for their wonderful remainder theorem. Glenn Stevens

THE CHINESE REMAINDER THEOREM. We should thank the Chinese for their wonderful remainder theorem. Glenn Stevens THE CHINESE REMAINDER THEOREM KEITH CONRAD We should thank the Chnese for ther wonderful remander theorem. Glenn Stevens 1. Introducton The Chnese remander theorem says we can unquely solve any par of

More information

Section 8.3 Polar Form of Complex Numbers

Section 8.3 Polar Form of Complex Numbers 80 Chapter 8 Secton 8 Polar Form of Complex Numbers From prevous classes, you may have encountered magnary numbers the square roots of negatve numbers and, more generally, complex numbers whch are the

More information

Mathematical Preparations

Mathematical Preparations 1 Introducton Mathematcal Preparatons The theory of relatvty was developed to explan experments whch studed the propagaton of electromagnetc radaton n movng coordnate systems. Wthn expermental error the

More information

arxiv: v1 [math.co] 12 Sep 2014

arxiv: v1 [math.co] 12 Sep 2014 arxv:1409.3707v1 [math.co] 12 Sep 2014 On the bnomal sums of Horadam sequence Nazmye Ylmaz and Necat Taskara Department of Mathematcs, Scence Faculty, Selcuk Unversty, 42075, Campus, Konya, Turkey March

More information

On a direct solver for linear least squares problems

On a direct solver for linear least squares problems ISSN 2066-6594 Ann. Acad. Rom. Sc. Ser. Math. Appl. Vol. 8, No. 2/2016 On a drect solver for lnear least squares problems Constantn Popa Abstract The Null Space (NS) algorthm s a drect solver for lnear

More information

Errors in Nobel Prize for Physics (7) Improper Schrodinger Equation and Dirac Equation

Errors in Nobel Prize for Physics (7) Improper Schrodinger Equation and Dirac Equation Errors n Nobel Prze for Physcs (7) Improper Schrodnger Equaton and Drac Equaton u Yuhua (CNOOC Research Insttute, E-mal:fuyh945@sna.com) Abstract: One of the reasons for 933 Nobel Prze for physcs s for

More information

Group Analysis of Ordinary Differential Equations of the Order n>2

Group Analysis of Ordinary Differential Equations of the Order n>2 Symmetry n Nonlnear Mathematcal Physcs 997, V., 64 7. Group Analyss of Ordnary Dfferental Equatons of the Order n> L.M. BERKOVICH and S.Y. POPOV Samara State Unversty, 4430, Samara, Russa E-mal: berk@nfo.ssu.samara.ru

More information

12. The Hamilton-Jacobi Equation Michael Fowler

12. The Hamilton-Jacobi Equation Michael Fowler 1. The Hamlton-Jacob Equaton Mchael Fowler Back to Confguraton Space We ve establshed that the acton, regarded as a functon of ts coordnate endponts and tme, satsfes ( ) ( ) S q, t / t+ H qpt,, = 0, and

More information

Errors for Linear Systems

Errors for Linear Systems Errors for Lnear Systems When we solve a lnear system Ax b we often do not know A and b exactly, but have only approxmatons  and ˆb avalable. Then the best thng we can do s to solve ˆx ˆb exactly whch

More information

A Solution of the Harry-Dym Equation Using Lattice-Boltzmannn and a Solitary Wave Methods

A Solution of the Harry-Dym Equation Using Lattice-Boltzmannn and a Solitary Wave Methods Appled Mathematcal Scences, Vol. 11, 2017, no. 52, 2579-2586 HIKARI Ltd, www.m-hkar.com https://do.org/10.12988/ams.2017.79280 A Soluton of the Harry-Dym Equaton Usng Lattce-Boltzmannn and a Soltary Wave

More information

Module 9. Lecture 6. Duality in Assignment Problems

Module 9. Lecture 6. Duality in Assignment Problems Module 9 1 Lecture 6 Dualty n Assgnment Problems In ths lecture we attempt to answer few other mportant questons posed n earler lecture for (AP) and see how some of them can be explaned through the concept

More information

This model contains two bonds per unit cell (one along the x-direction and the other along y). So we can rewrite the Hamiltonian as:

This model contains two bonds per unit cell (one along the x-direction and the other along y). So we can rewrite the Hamiltonian as: 1 Problem set #1 1.1. A one-band model on a square lattce Fg. 1 Consder a square lattce wth only nearest-neghbor hoppngs (as shown n the fgure above): H t, j a a j (1.1) where,j stands for nearest neghbors

More information

Generalized Linear Methods

Generalized Linear Methods Generalzed Lnear Methods 1 Introducton In the Ensemble Methods the general dea s that usng a combnaton of several weak learner one could make a better learner. More formally, assume that we have a set

More information

The Feynman path integral

The Feynman path integral The Feynman path ntegral Aprl 3, 205 Hesenberg and Schrödnger pctures The Schrödnger wave functon places the tme dependence of a physcal system n the state, ψ, t, where the state s a vector n Hlbert space

More information

Affine transformations and convexity

Affine transformations and convexity Affne transformatons and convexty The purpose of ths document s to prove some basc propertes of affne transformatons nvolvng convex sets. Here are a few onlne references for background nformaton: http://math.ucr.edu/

More information

On the symmetric character of the thermal conductivity tensor

On the symmetric character of the thermal conductivity tensor On the symmetrc character of the thermal conductvty tensor Al R. Hadjesfandar Department of Mechancal and Aerospace Engneerng Unversty at Buffalo, State Unversty of New York Buffalo, NY 146 USA ah@buffalo.edu

More information

Fundamental loop-current method using virtual voltage sources technique for special cases

Fundamental loop-current method using virtual voltage sources technique for special cases Fundamental loop-current method usng vrtual voltage sources technque for specal cases George E. Chatzaraks, 1 Marna D. Tortorel 1 and Anastasos D. Tzolas 1 Electrcal and Electroncs Engneerng Departments,

More information

MMA and GCMMA two methods for nonlinear optimization

MMA and GCMMA two methods for nonlinear optimization MMA and GCMMA two methods for nonlnear optmzaton Krster Svanberg Optmzaton and Systems Theory, KTH, Stockholm, Sweden. krlle@math.kth.se Ths note descrbes the algorthms used n the author s 2007 mplementatons

More information

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2 Salmon: Lectures on partal dfferental equatons 5. Classfcaton of second-order equatons There are general methods for classfyng hgher-order partal dfferental equatons. One s very general (applyng even to

More information

On the correction of the h-index for career length

On the correction of the h-index for career length 1 On the correcton of the h-ndex for career length by L. Egghe Unverstet Hasselt (UHasselt), Campus Depenbeek, Agoralaan, B-3590 Depenbeek, Belgum 1 and Unverstet Antwerpen (UA), IBW, Stadscampus, Venusstraat

More information

Lecture 13 APPROXIMATION OF SECOMD ORDER DERIVATIVES

Lecture 13 APPROXIMATION OF SECOMD ORDER DERIVATIVES COMPUTATIONAL FLUID DYNAMICS: FDM: Appromaton of Second Order Dervatves Lecture APPROXIMATION OF SECOMD ORDER DERIVATIVES. APPROXIMATION OF SECOND ORDER DERIVATIVES Second order dervatves appear n dffusve

More information

Physics 5153 Classical Mechanics. Principle of Virtual Work-1

Physics 5153 Classical Mechanics. Principle of Virtual Work-1 P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal

More information

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng

More information

An efficient algorithm for multivariate Maclaurin Newton transformation

An efficient algorithm for multivariate Maclaurin Newton transformation Annales UMCS Informatca AI VIII, 2 2008) 5 14 DOI: 10.2478/v10065-008-0020-6 An effcent algorthm for multvarate Maclaurn Newton transformaton Joanna Kapusta Insttute of Mathematcs and Computer Scence,

More information

Lecture 10 Support Vector Machines II

Lecture 10 Support Vector Machines II Lecture 10 Support Vector Machnes II 22 February 2016 Taylor B. Arnold Yale Statstcs STAT 365/665 1/28 Notes: Problem 3 s posted and due ths upcomng Frday There was an early bug n the fake-test data; fxed

More information

A New Refinement of Jacobi Method for Solution of Linear System Equations AX=b

A New Refinement of Jacobi Method for Solution of Linear System Equations AX=b Int J Contemp Math Scences, Vol 3, 28, no 17, 819-827 A New Refnement of Jacob Method for Soluton of Lnear System Equatons AX=b F Naem Dafchah Department of Mathematcs, Faculty of Scences Unversty of Gulan,

More information

Binomial transforms of the modified k-fibonacci-like sequence

Binomial transforms of the modified k-fibonacci-like sequence Internatonal Journal of Mathematcs and Computer Scence, 14(2019, no. 1, 47 59 M CS Bnomal transforms of the modfed k-fbonacc-lke sequence Youngwoo Kwon Department of mathematcs Korea Unversty Seoul, Republc

More information

The optimal delay of the second test is therefore approximately 210 hours earlier than =2.

The optimal delay of the second test is therefore approximately 210 hours earlier than =2. THE IEC 61508 FORMULAS 223 The optmal delay of the second test s therefore approxmately 210 hours earler than =2. 8.4 The IEC 61508 Formulas IEC 61508-6 provdes approxmaton formulas for the PF for smple

More information

CHAPTER 4. Vector Spaces

CHAPTER 4. Vector Spaces man 2007/2/16 page 234 CHAPTER 4 Vector Spaces To crtcze mathematcs for ts abstracton s to mss the pont entrel. Abstracton s what makes mathematcs work. Ian Stewart The man am of ths tet s to stud lnear

More information

Solution 1 for USTC class Physics of Quantum Information

Solution 1 for USTC class Physics of Quantum Information Soluton 1 for 018 019 USTC class Physcs of Quantum Informaton Shua Zhao, Xn-Yu Xu and Ka Chen Natonal Laboratory for Physcal Scences at Mcroscale and Department of Modern Physcs, Unversty of Scence and

More information

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle

More information

Introduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law:

Introduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law: CE304, Sprng 2004 Lecture 4 Introducton to Vapor/Lqud Equlbrum, part 2 Raoult s Law: The smplest model that allows us do VLE calculatons s obtaned when we assume that the vapor phase s an deal gas, and

More information

Math 217 Fall 2013 Homework 2 Solutions

Math 217 Fall 2013 Homework 2 Solutions Math 17 Fall 013 Homework Solutons Due Thursday Sept. 6, 013 5pm Ths homework conssts of 6 problems of 5 ponts each. The total s 30. You need to fully justfy your answer prove that your functon ndeed has

More information

where the sums are over the partcle labels. In general H = p2 2m + V s(r ) V j = V nt (jr, r j j) (5) where V s s the sngle-partcle potental and V nt

where the sums are over the partcle labels. In general H = p2 2m + V s(r ) V j = V nt (jr, r j j) (5) where V s s the sngle-partcle potental and V nt Physcs 543 Quantum Mechancs II Fall 998 Hartree-Fock and the Self-consstent Feld Varatonal Methods In the dscusson of statonary perturbaton theory, I mentoned brey the dea of varatonal approxmaton schemes.

More information

Supplementary Notes for Chapter 9 Mixture Thermodynamics

Supplementary Notes for Chapter 9 Mixture Thermodynamics Supplementary Notes for Chapter 9 Mxture Thermodynamcs Key ponts Nne major topcs of Chapter 9 are revewed below: 1. Notaton and operatonal equatons for mxtures 2. PVTN EOSs for mxtures 3. General effects

More information

ISSN: ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 1, July 2013

ISSN: ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 1, July 2013 ISSN: 2277-375 Constructon of Trend Free Run Orders for Orthogonal rrays Usng Codes bstract: Sometmes when the expermental runs are carred out n a tme order sequence, the response can depend on the run

More information

More metrics on cartesian products

More metrics on cartesian products More metrcs on cartesan products If (X, d ) are metrc spaces for 1 n, then n Secton II4 of the lecture notes we defned three metrcs on X whose underlyng topologes are the product topology The purpose of

More information

Numerical Heat and Mass Transfer

Numerical Heat and Mass Transfer Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and

More information

ON THE JACOBIAN CONJECTURE

ON THE JACOBIAN CONJECTURE v v v Far East Journal of Mathematcal Scences (FJMS) 17 Pushpa Publshng House, Allahabad, Inda http://www.pphm.com http://dx.do.org/1.17654/ms1111565 Volume 11, Number 11, 17, Pages 565-574 ISSN: 97-871

More information

Bernoulli Numbers and Polynomials

Bernoulli Numbers and Polynomials Bernoull Numbers and Polynomals T. Muthukumar tmk@tk.ac.n 17 Jun 2014 The sum of frst n natural numbers 1, 2, 3,..., n s n n(n + 1 S 1 (n := m = = n2 2 2 + n 2. Ths formula can be derved by notng that

More information

COMPLEX NUMBERS AND QUADRATIC EQUATIONS

COMPLEX NUMBERS AND QUADRATIC EQUATIONS COMPLEX NUMBERS AND QUADRATIC EQUATIONS INTRODUCTION We know that x 0 for all x R e the square of a real number (whether postve, negatve or ero) s non-negatve Hence the equatons x, x, x + 7 0 etc are not

More information

Advanced Circuits Topics - Part 1 by Dr. Colton (Fall 2017)

Advanced Circuits Topics - Part 1 by Dr. Colton (Fall 2017) Advanced rcuts Topcs - Part by Dr. olton (Fall 07) Part : Some thngs you should already know from Physcs 0 and 45 These are all thngs that you should have learned n Physcs 0 and/or 45. Ths secton s organzed

More information

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X Statstcs 1: Probablty Theory II 37 3 EPECTATION OF SEVERAL RANDOM VARIABLES As n Probablty Theory I, the nterest n most stuatons les not on the actual dstrbuton of a random vector, but rather on a number

More information

Lecture 5 Decoding Binary BCH Codes

Lecture 5 Decoding Binary BCH Codes Lecture 5 Decodng Bnary BCH Codes In ths class, we wll ntroduce dfferent methods for decodng BCH codes 51 Decodng the [15, 7, 5] 2 -BCH Code Consder the [15, 7, 5] 2 -code C we ntroduced n the last lecture

More information

Causal Diamonds. M. Aghili, L. Bombelli, B. Pilgrim

Causal Diamonds. M. Aghili, L. Bombelli, B. Pilgrim Causal Damonds M. Aghl, L. Bombell, B. Plgrm Introducton The correcton to volume of a causal nterval due to curvature of spacetme has been done by Myrhem [] and recently by Gbbons & Solodukhn [] and later

More information

The Jacobsthal and Jacobsthal-Lucas Numbers via Square Roots of Matrices

The Jacobsthal and Jacobsthal-Lucas Numbers via Square Roots of Matrices Internatonal Mathematcal Forum, Vol 11, 2016, no 11, 513-520 HIKARI Ltd, wwwm-hkarcom http://dxdoorg/1012988/mf20166442 The Jacobsthal and Jacobsthal-Lucas Numbers va Square Roots of Matrces Saadet Arslan

More information

On Finite Rank Perturbation of Diagonalizable Operators

On Finite Rank Perturbation of Diagonalizable Operators Functonal Analyss, Approxmaton and Computaton 6 (1) (2014), 49 53 Publshed by Faculty of Scences and Mathematcs, Unversty of Nš, Serba Avalable at: http://wwwpmfnacrs/faac On Fnte Rank Perturbaton of Dagonalzable

More information

Erratum: A Generalized Path Integral Control Approach to Reinforcement Learning

Erratum: A Generalized Path Integral Control Approach to Reinforcement Learning Journal of Machne Learnng Research 00-9 Submtted /0; Publshed 7/ Erratum: A Generalzed Path Integral Control Approach to Renforcement Learnng Evangelos ATheodorou Jonas Buchl Stefan Schaal Department of

More information

Using T.O.M to Estimate Parameter of distributions that have not Single Exponential Family

Using T.O.M to Estimate Parameter of distributions that have not Single Exponential Family IOSR Journal of Mathematcs IOSR-JM) ISSN: 2278-5728. Volume 3, Issue 3 Sep-Oct. 202), PP 44-48 www.osrjournals.org Usng T.O.M to Estmate Parameter of dstrbutons that have not Sngle Exponental Famly Jubran

More information

Georgia Tech PHYS 6124 Mathematical Methods of Physics I

Georgia Tech PHYS 6124 Mathematical Methods of Physics I Georga Tech PHYS 624 Mathematcal Methods of Physcs I Instructor: Predrag Cvtanovć Fall semester 202 Homework Set #7 due October 30 202 == show all your work for maxmum credt == put labels ttle legends

More information

Bilinear equations, Bell polynomials and linear superposition principle

Bilinear equations, Bell polynomials and linear superposition principle Blnear equatons, Bell polynomals and lnear superposton prncple Wen-Xu Ma Department of Mathematcs and Statstcs, Unversty of South Florda, Tampa, FL 33620-5700, USA E-mal: mawx@cas.usf.edu Abstract. A class

More information

One-sided finite-difference approximations suitable for use with Richardson extrapolation

One-sided finite-difference approximations suitable for use with Richardson extrapolation Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,

More information

Randić Energy and Randić Estrada Index of a Graph

Randić Energy and Randić Estrada Index of a Graph EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS Vol. 5, No., 202, 88-96 ISSN 307-5543 www.ejpam.com SPECIAL ISSUE FOR THE INTERNATIONAL CONFERENCE ON APPLIED ANALYSIS AND ALGEBRA 29 JUNE -02JULY 20, ISTANBUL

More information

On the Interval Zoro Symmetric Single-step Procedure for Simultaneous Finding of Polynomial Zeros

On the Interval Zoro Symmetric Single-step Procedure for Simultaneous Finding of Polynomial Zeros Appled Mathematcal Scences, Vol. 5, 2011, no. 75, 3693-3706 On the Interval Zoro Symmetrc Sngle-step Procedure for Smultaneous Fndng of Polynomal Zeros S. F. M. Rusl, M. Mons, M. A. Hassan and W. J. Leong

More information

Modelli Clamfim Equazione del Calore Lezione ottobre 2014

Modelli Clamfim Equazione del Calore Lezione ottobre 2014 CLAMFIM Bologna Modell 1 @ Clamfm Equazone del Calore Lezone 17 15 ottobre 2014 professor Danele Rtell danele.rtell@unbo.t 1/24? Convoluton The convoluton of two functons g(t) and f(t) s the functon (g

More information

14 The Postulates of Quantum mechanics

14 The Postulates of Quantum mechanics 14 The Postulates of Quantum mechancs Postulate 1: The state of a system s descrbed completely n terms of a state vector Ψ(r, t), whch s quadratcally ntegrable. Postulate 2: To every physcally observable

More information

Important Instructions to the Examiners:

Important Instructions to the Examiners: Summer 0 Examnaton Subject & Code: asc Maths (70) Model Answer Page No: / Important Instructons to the Examners: ) The Answers should be examned by key words and not as word-to-word as gven n the model

More information

CSci 6974 and ECSE 6966 Math. Tech. for Vision, Graphics and Robotics Lecture 21, April 17, 2006 Estimating A Plane Homography

CSci 6974 and ECSE 6966 Math. Tech. for Vision, Graphics and Robotics Lecture 21, April 17, 2006 Estimating A Plane Homography CSc 6974 and ECSE 6966 Math. Tech. for Vson, Graphcs and Robotcs Lecture 21, Aprl 17, 2006 Estmatng A Plane Homography Overvew We contnue wth a dscusson of the major ssues, usng estmaton of plane projectve

More information

arxiv:quant-ph/ Jul 2002

arxiv:quant-ph/ Jul 2002 Lnear optcs mplementaton of general two-photon proectve measurement Andrze Grudka* and Anton Wóck** Faculty of Physcs, Adam Mckewcz Unversty, arxv:quant-ph/ 9 Jul PXOWRZVNDR]QDRODQG Abstract We wll present

More information

5 The Rational Canonical Form

5 The Rational Canonical Form 5 The Ratonal Canoncal Form Here p s a monc rreducble factor of the mnmum polynomal m T and s not necessarly of degree one Let F p denote the feld constructed earler n the course, consstng of all matrces

More information

Time-Varying Systems and Computations Lecture 6

Time-Varying Systems and Computations Lecture 6 Tme-Varyng Systems and Computatons Lecture 6 Klaus Depold 14. Januar 2014 The Kalman Flter The Kalman estmaton flter attempts to estmate the actual state of an unknown dscrete dynamcal system, gven nosy

More information

Workshop: Approximating energies and wave functions Quantum aspects of physical chemistry

Workshop: Approximating energies and wave functions Quantum aspects of physical chemistry Workshop: Approxmatng energes and wave functons Quantum aspects of physcal chemstry http://quantum.bu.edu/pltl/6/6.pdf Last updated Thursday, November 7, 25 7:9:5-5: Copyrght 25 Dan Dll (dan@bu.edu) Department

More information

Problem Set 9 Solutions

Problem Set 9 Solutions Desgn and Analyss of Algorthms May 4, 2015 Massachusetts Insttute of Technology 6.046J/18.410J Profs. Erk Demane, Srn Devadas, and Nancy Lynch Problem Set 9 Solutons Problem Set 9 Solutons Ths problem

More information

Remarks on the Properties of a Quasi-Fibonacci-like Polynomial Sequence

Remarks on the Properties of a Quasi-Fibonacci-like Polynomial Sequence Remarks on the Propertes of a Quas-Fbonacc-lke Polynomal Sequence Brce Merwne LIU Brooklyn Ilan Wenschelbaum Wesleyan Unversty Abstract Consder the Quas-Fbonacc-lke Polynomal Sequence gven by F 0 = 1,

More information

EXACT TRAVELLING WAVE SOLUTIONS FOR THREE NONLINEAR EVOLUTION EQUATIONS BY A BERNOULLI SUB-ODE METHOD

EXACT TRAVELLING WAVE SOLUTIONS FOR THREE NONLINEAR EVOLUTION EQUATIONS BY A BERNOULLI SUB-ODE METHOD www.arpapress.co/volues/vol16issue/ijrras_16 10.pdf EXACT TRAVELLING WAVE SOLUTIONS FOR THREE NONLINEAR EVOLUTION EQUATIONS BY A BERNOULLI SUB-ODE METHOD Chengbo Tan & Qnghua Feng * School of Scence, Shandong

More information

Appendix for Causal Interaction in Factorial Experiments: Application to Conjoint Analysis

Appendix for Causal Interaction in Factorial Experiments: Application to Conjoint Analysis A Appendx for Causal Interacton n Factoral Experments: Applcaton to Conjont Analyss Mathematcal Appendx: Proofs of Theorems A. Lemmas Below, we descrbe all the lemmas, whch are used to prove the man theorems

More information