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Jacobi-Sobolev-type orthogonal polynomials: second-order differential equation and zeros

Arvesú Carballo, Jorge; Álvarez Nodarse, Renato; Marcellán Español, Francisco; Pan, Ke-Lin

Abstract

We obtain an explicit expression for the Sobolev-type orthogonal polynomials {Qn} associated with the inner product 〈p,q〉=∫−11 p(x)q(x)p(x)dx + A1p(1)q(1) + B1p(−1)q(−1) + A2p′(1)q′(1) + B2p′(−1)q′(−1), where p(x) = (1 − x)α(1 + x)β is the Jacobi weight function, α,β> − 1, A1,B1,A2,B2⩾0 and p, q ∈ P, the linear space of polynomials with real coefficients. The hypergeometric representation (6F5) and the second-order linear differential equation that such polynomials satisfy are also obtained. The asymptotic behaviour of such polynomials in [−1, 1] is studied. Furthermore, we obtain some estimates for the largest zero of Qn(x). Such a zero is located outside the interval [−1, 1]. We deduce his dependence of the masses. Finally, the WKB analysis for the distribution of zeros is presented.

Full text

JACOBI-SOBOLEV-TYPE ORTHOGONAL POLYNOMIALS: SECOND ORDER DIFFERENTIAL EQUATION AND ZEROS. J. A es u, R.  Al a ez-No da se, F. Ma cellan, and K. Pan P ep in MA/UC3M/7/1997  Dedica ed o P o esso Ma io Rosa io Occo sio on his 65- h bi hday. Key wo ds and ph ases: O hogonal p olynomials, Jacobi p olynomials, hyp e geome ic unc ion, Sob ole - yp e o hogonal p olynomials, WKB me ho d. AMS (MOS) sub jec classica ion: 33C45, 33A65, 42C05. Abs ac We ob ain an explici exp ession o he Sob ole - yp e o hogonal p olynomials Q n ( x ) asso cia ed wi h he inne p o duc < p; q > = Z 1 ? 1 p ( x ) q ( x )  ( x ) dx + A 1 p (1) q (1) + B 1 p ( ? 1) q ( ? 1) + A 2 p 0 (1) q 0 (1) + B 2 p 0 ( ? 1) q 0 ( ? 1) ; whe e  ( x ) = (1 ? x )  (1 + x )  is he Jacobi weigh unc ion, ;  > ? 1, A 1 ; B 1 ; A 2 ; B 2  0 and p , q 2 IP , he linea space o p olynomials wi h eal co ecien s. The hype geome ic ep esen a ion ( 6 F 5 ) and he second o de linea die en ial equa ion ha such polynomials sa is y a e also ob ained. The asymp o ic b eha iou o such polynomials in [-1, 1] is s udied. Fu he mo e, we ob ain some es ima es o he la ges ze o o Q n ( x ). Such a ze o is lo ca ed ou side he in e al [-1, 1]. We deduce his dependence o he masses. Finally, he WKB analysis o he dis ibu ion o ze os is p esen ed. 1 In o duc ion. The s udy o some pa icula cases o o hogonal p olynomials in Sob ole spaces has a ac ed he in e es o se e al au ho s [1], [9], [15], [20], [21] and [25 ]. Pa icula emphasis was gi en o he so-called classical Sob ole p olynomials o disc e e yp e, i.e., p olynomials o hogonal wi h esp ec o an inne p o duc < p; q > = Z p ( x ) q ( x ) d ( x ) + N X k =0 Z p ( k ) ( x ) q ( k ) ( x ) d k ( x ) ; whe e d ( x ) is a classical measu e (Jacobi [1], Gegenbaue [8 ], Lague e [16], Bessel [21 ]) and d k ( x ) a e Di ac measu es.  Decemb e 14, 1997 1 p p p y g p p < p; q > = Z 1 ? 1 p ( x ) q ( x )  ( x ) dx + A 1 p (1) q (1) + B 1 p ( ? 1) q ( ? 1) + A 2 p 0 (1) q 0 (1) + B 2 p 0 ( ? 1) q 0 ( ? 1) ; whe e  ( x ) = (1 ? x )  (1 + x )  is he Jacobi weigh unc ion, ;  > ? 1, A 1 ; B 1 ; A 2 ; B 2  0 and p , q 2 IP , he linea space o p olynomials wi h eal co ecien s. Some es ima es conce ning o his kind o p olynomials ha e b een ob ained in [3]. Howe e , he explici o m o hese p olynomials in he gene al case emains as an op en ques ion as well as he s udy o hei ze os. We a e ying in his pap e o co e his lack. Mo eo e , some o he usual p op e ies o classical o hogonal p olynomials { sym- me y p op e y, hei ep esen a ion as hyp e geome ic se ies and he second o de linea die en ial equa ion { a e ansla ed o he con ex o Sob ole - yp e o ogonali y. The s uc u e o he pap e is he ollowing. In Sec ion 2 we gi e some esul s conce ning o classical Jacobi p olynomials. Using hese esul s, in Sec ion 3 we ob ain an explici o mula o he Jacobi- Sob ole - yp e o hogonal p olynomials in e ms o he classical ones and hei  s and second de i a i es which allows us o deduce a symme y p op e y. In Sec ion 4 we es ablish he ecu ence ela ion ha he Jacobi-Sob ole - yp e o hogonal p olynomials sa is y, when he masses A 2 and B 2 a e b o h die en om ze o. In Sec ion 5 a ep esen a ion o ou p olynomials as a 6 F 5 hyp e geome ic unc ion is deduced. Finally, in Sec ion 6 a gene al algo i hm in o de o gene a e he second o de linea die en ial equa ions ha such p olynomials sa is y is gi en. This esul is basic o he de elopmen o he Sec ion 8, mo e p ecisely o he WKB me ho d, in o de o ob ain he dis ibu ion o hei ze os. In Sec ion 7, some asymp o ic o mulas, use ul in he s udy o he ze os, a e p esen ed. Finally, in Sec ion 8 we ob ain he sp eed o con e gence o hose ze os lo ca ed ou side [-1, 1]. On he o he hand, we show some g aphics conce ning he WKB densi y as well as he analy ic b eha iou o he dis ibu ion o ze os o Jacobi-Sob ole - yp e o hogonal p olynomials. 2 Classical Jacobi p olynomials. In his sec ion we ha e enclosed some o mulas o he classical Jacobi p olynomials which will b e use ul o ob ain some p op e ies o he Sob ole - yp e o hogonal p olynomials. All he o mulas as well as some sp ecial p op e ies o he classical Jacobi p olynomials can b e ound in he li e a u e [23, Chap e 1-2], [27]. In his wo k we will use monic p olynomials, i.e., p olynomials wi h leading co ecien equal o 1. The classical Jacobi p olynomials P ; n ( x ) sa is y he o hogonali y ela ion Z 1 ? 1 P ; n ( x ) P ; m ( x )(1 ? x )  (1 + x )  dx =  nm d 2 n ; (1) whe e d 2 n = jj P ; n ( x ) jj 2 = 2 2 n +  +  +1 n !?( n +  + 1)?( n +  + 1)?( n +  +  + 1) ?(2 n +  +  + 1)?(2 n +  +  + 2) : They a e he p olynomial solu ion o he second o de linea die en ial equa ion o hyp e geome ic yp e  ( x ) y 00 ( x ) +  ( x ) y 0 ( x ) +  n y ( x ) = 0 ; (2) whe e  ( x ) = (1 ? x 2 ) ;  ( x ) =  ?  ? (  +  + 2) x;  n = n ( n +  +  + 1) ; esp ec i ely. No ice ha deg  =2 and deg  =1. Also hey e i y he symme y p op e y P ; n ( x ) = ( ? 1) n P  ; n ( ? x ) ; (3) 2 d  d x  P ; n ( x )  ( P ; n ( x )) (  ) = n ! ( n ?  )! P  + ; +  n ?  ( x ) ; wi h   n and n = 0 ; 1 ; 2 ; :::; (4) as well as he h ee- e m ecu ence ela ion xP n ( x ) = P ; n +1 ( x ) +  ; n P ; n ( x ) +  ; n P ; n ? 1 ( x ) ; (5) whe e  ; n =  2 ?  2 (2 n +  +  )(2 n + 2 +  +  ) ;  ; n = 4 n ( n +  )( n +  )( n +  +  ) (2 n +  +  ? 1)(2 n +  +  ) 2 (2 n +  +  + 1) : (6) They a e ep esen ed as he hyp e geome ic se ies P ; n ( x ) = 2 n (  + 1) n ( n +  +  + 1) n 2 F 1 ? n; n +  +  + 1  + 1      1 ? x 2 ! ; (7) whe e p F q a 1 ; a 2 ; :::; a p b 1 ; b 2 ; :::; b q      x ! = 1 X k =0 ( a 1 ) k ( a 2 ) k    ( a p ) k ( b 1 ) k ( b 2 ) k    ( b q ) k x k k ! ; (8) and ( a ) k is he Po chhamme symb ol o shi ed ac o ial ( a ) 0 := 1, ( a ) k := a ( a + 1)( a + 2)  ( a + k ? 1) = = ?( a + k ) ?( a ) , k = 1 ; 2 ; 3 ; ::: . As a consequence o his ep esen a ion we ge P ; n (1) = 2 n (  + 1) n ( n +  +  + 1) n ; P ; n ( ? 1) = ( ? 1) n 2 n (  + 1) n ( n +  +  + 1) n : (9) The Ch is oel-Da b oux o mula is n ? 1 X m =0 P ; m ( x ) P ; m ( y ) d 2 m = 1 x ? y P ; n ( x ) P ; n ? 1 ( y ) ? P ; n ? 1 ( x ) P ; n ( y ) d 2 n ? 1 ; n = 1 ; 2 ; 3 ; ::: (10) Th oughou he wo k we will deno e K ; ( p;q ) n ( x; y ) = n X m =0 ( P ; m ) ( p ) ( x )( P ; m ) ( q ) ( y ) d 2 m = @ p + q @ x p @ y q K ; n ( x; y ) ; (11) he ke nels o he Jacobi p olynomials, as well as hei de i a i es wi h esp ec o x and y , esp ec i ely. By using he symme y p op e y (3) and (11) i is s aigh o wa d o p o e ha he ollowing symme y p op e ies o he Jacobi ke nels K ; n ( x; y ) = K  ; n ( ? x; ? y ) ; K ; (0 ; 1) n ( x; y ) = ? K  ; (0 ; 1) n ( ? x; ? y ) ; K ; (1 ; 1) n ( x; y ) = K  ; (1 ; 1) n ( ? x; ? y ) ; (12) hold. In ou wo k we need he explici exp essions o he ke nels K ; n ? 1 ( x; 1), K ; (0 ; 1) n ? 1 ( x; 1), K ; n ? 1 ( x; ? 1) and K ; (0 ; 1) n ? 1 ( x; ? 1), esp ec i ely. To ob ain hese ke nels we can use he Ch is oel-Da b oux o mula, he s uc u e ela ion, he h ee- e m ecu ence ela ion and he die en ia ion o mula o classical monic Jacobi p olynomials, esp ec i ely. The de ailed compu a ion can b e ound in [5]. We will p o ide 3 g p p no a ion  ; n = (2 n +  +  + 1)  ; n K ; n ? 1 ( x; 1) = P ; n (1) d 2 n ? 1  ; n h (1 + x )( P ; n ) 0 ( x ) ? nP ; n ( x ) i ; (13) K ; (0 ; 1) n ? 1 ( x; 1) = ( P ; n ) 0 (1) d 2 n ? 1  ; n h (1 + x )( P ; n ) 0 ( x ) ? nP ; n ( x ) i ? ? P ; n (1) d 2 n ? 1  ; n (  + 1) h (1 +  )( P ; n ) 0 ( x ) + ( x + 1)( P ; n ) 00 ( x ) i : (14) F om he wo p e ious o mulas and using he symme y p op e ies (12), we nd K ; n ? 1 ( x; ? 1) = ? P ; n ( ? 1) h (1 ? x )( P ; n ) 0 ( x ) + nP ; n ( x ) i d 2 n ? 1  ; n ; K ; (0 ; 1) n ? 1 ( x; ? 1) = ? ( P ; n ) 0 ( ? 1) h (1 ? x )( P ; n ) 0 ( x ) + nP ; n ( x ) i d 2 n ? 1  ; n + + P ; n ( ? 1) h (1 ? x )( P ; n ) 00 ( x ) ? (  + 1)( P ; n ) 0 ( x ) i d 2 n ? 1  ; n (  + 1) : (15) Also he ollowing alues a e needed [5 ] K ; n ? 1 (1 ; 1) = ( P ; n (1)) 2 n ( n +  ) d 2 n ? 1  ; n (  + 1) ; K ; (0 ; 1) n ? 1 (1 ; 1) = ( P ; n ) 0 (1) P ; n (1)( n +  ) d 2 n ? 1  ; n (  + 2)( n ? 1) ? 1 ; K ; n ? 1 (1 ; ? 1) = ? nP ; n ( ? 1) P ; n (1) d 2 n ? 1  ; n ; K ; (0 ; 1) n ? 1 (1 ; ? 1) = ( P ; n ) 0 ( ? 1) P ; n (1)(1 ? n ) d 2 n ? 1  ; n ; K ; (1 ; 1) n ? 1 (1 ; 1) = P ; n (1)( P ; n ) 0 (1)( n +  )  (  + 2)( n 2 + n + n ) ? (  + 1)(  +  + 2)  2 d 2 n ? 1  ; n (  + 1)(  + 2)(  + 3)( n ? 1) ? 1 ; K ; (1 ; 1) n ? 1 (1 ; ? 1) = ( P ; n ) 0 ( ? 1) P ; n (1)(1 ? n )  n 2 + n + n ?  ?  ? 2  2 d 2 n ? 1  ; n (  + 1) : (16) 3 Jacobi-Sob ole - yp e o hogonal p olynomials. Conside he inne p o duc in he linea space o p olynomials wi h eal co ecien s < p; q > = < p; q > c + A 1 p (1) q (1) + B 1 p ( ? 1) q ( ? 1) + A 2 p 0 (1) q 0 (1) + B 2 p 0 ( ? 1) q 0 ( ? 1) ; (17) whe e < p; q > c is he Jacobi inne p o duc < p; q > c = Z 1 ? 1 p ( x ) q ( x )(1 ? x )  (1 + x )  dx;  > ? 1 ;  > ? 1 ; (18) 4 1 2 1 2 g We will deno e Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) g n he monic o hogonal p olynomial sequence wi h esp ec o he inne p o duc (17). They will b e called Jacobi-Sobole - ype o hogonal polynomials . Le us now o nd an explici ep esen a ion o he p olynomials Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) in e ms o he classical ones. To ob ain his we w i e he Fou ie expansion o he Jacobi-Sob ole - yp e p olynomials in e ms o he Jacobi p olynomials ~ Q n ( x )  Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) = P ; n ( x ) + n ? 1 X k =0 a n;k P ; k ( x ) ; (19) whe e P ; n ( x ) is he classical Jacobi monic p olynomial o deg ee n . To nd he co ecien s a n;k we can use he o hogonali y o he p olynomials Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) wi h esp ec o <; > , i.e., < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) ; P ; k ( x ) > = 0 0  k < n: (20) Thus, acco ding o (17) we nd < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) ; P ; k ( x ) > = < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) ; P ; k ( x ) > c + + A 1 Q ; ;A 1 ;B 1 ;A 2 ;B 2 n (1) P ; k (1) + B 1 Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( ? 1) P  k ( ? 1)+ + A 2 ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 (1)( P ; k ) 0 (1) + B 2 ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 ( ? 1)( P ; k ) 0 ( ? 1) ; (21) I we use he decomp osi ion (19) and aking in o accoun (20) we nd he ollowing exp ession o he co ecien s a n;k a n;k = ? A 1 Q ; ;A 1 ;B 1 ;A 2 ;B 2 n (1) P ; k (1) + B 1 Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( ? 1) P ; k ( ? 1) d 2 k ? k < n ? A 2 ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 (1)( P ; k ) 0 (1) + B 2 ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 ( ? 1)( P ; k ) 0 ( ? 1) d 2 k ; (22) whe e d 2 k deno es he squa e no m o he classical Jacobi p olynomials (1). Finally, he equa ion (19) b ecomes Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) = P ; n ( x ) ? A 1 Q ; ;A 1 ;B 1 ;A 2 ;B 2 n (1) K ; n ? 1 ( x; 1) ? ? B 1 Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( ? 1) K ; n ? 1 ( x; ? 1) ? A 2 ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 (1) K ; (0 ; 1) n ? 1 ( x; 1) ? ? B 2 ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 ( ? 1) K ; (0 ; 1) n ? 1 ( x; ? 1) : (23) In o de o nd he unknowns Q ; ;A 1 ;B 1 ;A 2 ;B 2 n (1), Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( ? 1), ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 (1) and ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 ( ? 1) we can ake de i a i es in (23) and e alua e he esul ing equa ion, as well as (23), a x = 1 and x = ? 1. This leads o a linea sys em o equa ions IK  ~ Q n = Q n ; (24) 5 y y 1 2 3 4 k 1 = 0 B B B B @ 1 + A 1 K ; n ? 1 (1 ; 1) A 1 K ; n ? 1 (1 ; ? 1) A 1 K ; (0 ; 1) n ? 1 (1 ; 1) A 1 K ; (0 ; 1) n ? 1 (1 ; ? 1) 1 C C C C A ; k 2 = 0 B B B B @ B 1 K ; n ? 1 (1 ; ? 1) 1 + B 1 K ; n ? 1 ( ? 1 ; ? 1) B 1 K ; (0 ; 1) n ? 1 ( ? 1 ; 1) B 1 K ; (0 ; 1) n ? 1 ( ? 1 ; ? 1) 1 C C C C A ; k 3 = 0 B B B B @ A 2 K ; (0 ; 1) n ? 1 (1 ; 1) A 2 K ; (0 ; 1) n ? 1 ( ? 1 ; 1) 1 + A 2 K ; (1 ; 1) n ? 1 (1 ; 1) A 2 K ; (1 ; 1) n ? 1 (1 ; ? 1) 1 C C C C A ; k 4 = 0 B B B B @ B 2 K ; (0 ; 1) n ? 1 (1 ; ? 1) B 2 K ; (0 ; 1) n ? 1 ( ? 1 ; ? 1) B 2 K ; (1 ; 1) n ? 1 (1 ; ? 1) 1 + B 2 K ; (1 ; 1) n ? 1 ( ? 1 ; ? 1) 1 C C C C A ; and ~ Q n and Q n a e he column ec o s ~ Q n = 0 B B B @ Q ; ;A 1 ;B 1 ;A 2 ;B 2 n (1) Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( ? 1) ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 (1) ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 ( ? 1) 1 C C C A ; Q n = 0 B B B @ P ; n (1) P ; n ( ? 1) ( P ; n ) 0 (1) ( P ; n ) 0 ( ? 1) 1 C C C A ; esp ec i ely. Le us deno e IK j ( Q n ) he ma ix ob ained subs i u ing he j column in IK by Q n . Then, om he C ame 's, ule he sys em (24) has a unique solu ion i and only i he de e minan o IK do es no anish. Mo eo e , he solu ion is gi en by Q ; ;A 1 ;B 1 ;A 2 ;B 2 n (1) = de IK 1 ( Q n ) de IK ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( ? 1) = de IK 2 ( Q n ) de IK ; ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 (1) = de IK 3 ( Q n ) de IK ; ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 ( ? 1) = de IK 4 ( Q n ) de IK : (25) He e we wan o ema k ha , since ou p olynomials a e o hogonal wi h esp ec o (17), hen he p olynomials Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) exis o all alues o he nonnega i e masses A 1 , B 1 , A 2 and B 2 . In pa icula his implies ha de IK 6 = 0. This si ua ion is e y die en om one s udied in [5] whe e he p olynomials a e o hogonal wi h esp ec o a linea unc ional which is no p osi i e deni e (in gene al i is no a quasi-deni e linea uc ional). P op osi ion 1 The ol lowing symme y p ope y o he Jacobi-Sobole polynomials holds Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( ? x ) = ( ? 1) n Q  ;;B 1 ;A 1 ;B 2 ;A 2 n ( x ) : (26) P o o : Le us deno e he de e minan o IK by 4 ; ;A 1 ;B 1 ;A 2 ;B 2 n and he de e minan o IK j ( Q n ) by 4 ; ;A 1 ;B 1 ;A 2 ;B 2 n;j ( Q n ). I we in e change in IK 2 ( Q n ) he  s and second columns and he  s and second ows, he hi d and ou h columns and he hi d and ou h ows, esp ec i ely, and hen we use he symme y p op e y o Jacobi p olynomials (9) and hei ke nels (12) we nd he ollowing ela ion o he de e minan s 4  ;;B 1 ;A 1 ;B 2 ;A 2 n; 2 ( Q n ) = ( ? 1) n 4 ; ;A 1 ;B 1 ;A 2 ;B 2 n; 1 ( Q n ) : I we handle wi h he same ows and columns bu in IK we ge 4 ; ;A 1 ;B 1 ;A 2 ;B 2 n = 4  ;;B 1 ;A 1 ;B 2 ;A 2 n : Then, om (25) we ob ain Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( ? 1) = ( ? 1) n Q  ;;B 1 ;A 1 ;B 2 ;A 2 n (1) : (27) 6 y ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 ( ? 1) = ( ? 1) n ? 1 ( Q  ;;B 1 ;A 1 ;B 2 ;A 2 n ) 0 (1) : (28) Now, i we p o ide he change o pa ame e s  $  , A 1 $ B 1 and A 2 $ B 2 in (23) and hen use he symme y p op e ies o he Jacobi ke nels (12) and (27)-(28) he p op osi ion holds. Le us now o ob ain an explici o mula o Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) in e ms o he classical Jacobi p olynomials and hei  s and second de i a i es. We s a om o mula (23) whe e we subs i u e he ke nels by hei explici exp essions (13)-(15) and use he o mulas (25). This leads o he ollowing. P op osi ion 2 The Jacobi-Sobole o hogonal polynomials Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) can be gi en in e ms o he classical Jacobi polynomials and hei  s and second de i a i es Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) = (1 + n n + n n ) P ; n ( x ) + [  n (1 ? x ) ?  n (1 + x )+ +(  + 1)  n + (  + 1) ! n ]( P ; n ( x )) 0 + [  n (1 + x ) ? ! n (1 ? x )] ( P ; n ( x )) 00 ; (29) whe e  n = B 1 C  ;;B 1 ;A 1 ;B 2 ;A 2 n + B 2 D  ;;B 1 ;A 1 ;B 2 ;A 2 n ;  n = A 1 C ; ;A 1 ;B 1 ;A 2 ;B 2 n + A 2 D ; ;A 1 ;B 1 ;A 2 ;B 2 n ; (30)  n = A 2 E ; ;A 1 ;B 1 ;A 2 ;B 2 n ; ! n = B 2 E  ;;B 1 ;A 1 ;B 2 ;A 2 n ; (31) and C ; ;A 1 ;B 1 ;A 2 ;B 2 n = Q ; ;A 1 ;B 1 ;A 2 ;B 2 n (1) P ; n (1) d 2 n ? 1  ; n ; D ; ;A 1 ;B 1 ;A 2 ;B 2 n = ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 (1)( P ; n ) 0 (1) d 2 n ? 1  ; n ; E ; ;A 1 ;B 1 ;A 2 ;B 2 n = ( Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ) 0 (1) P ; n (1) d 2 n ? 1  ; n (1 +  ) : (32) No ice ha he cons an s  n ;  n ;  n and ! n depend on n; ;  and he masses A 1 ; B 1 ; A 2 and B 2 . In he nex Sec ion we will es ablish he ecu ence ela ion ha he p olynomials Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) sa is y. No ice ha , since he ma ix o he momen s o he inne p o duc dened by (17) is no o Hankel yp e b ecause < x ; x > 6 = < 1 ; x 2 > , hen he Sob ole - yp e o hogonal p olynomials Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) don' sa is y a h ee- e m ecu ence ela ion. In ac hey will sa is y a se en- e m ecu ence ela ion (see [15 ]). 4 The se en- e m ecu ence ela ion o Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) . He e we will p o e ha he p olynomials Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) sa is y a se en- e m ecu ence ela ion. In ac , i 's s aigh o wa d o p o e ha he mul iplica ion op e a o by ( x 2 ? 1) 2 is symme ic wi h esp ec o (17). The p oblem is o nd a p olynomial op e a o o he lowes deg ee which b e symme ic wi h esp ec o he Sob ole inne p o duc (17). Cases: 1. I A 2 = B 2 = 0 we ha e a s anda d inne p o duc , hence he mul iplica ion op e a o by x is symme ic. 7 2 2 6 p p y ( y ob ain a  e- e m ecu ence ela ion. 3. I A 2 6 = 0 and B 2 = 0 hen he mul iplica ion op e a o b y ( x ? 1) 2 is symme ic. Hence we ob ain a  e- e m ecu ence ela ion. The e is ano he in e es ing case, when he masses A 2 and B 2 a e b o h die en om ze o. This si ua ion will b e conside ed b elow. We assume ha A 2 6 = 0 and B 2 6 = 0. In pa icula , om (17) we ge < hp; q > = < p; hq > p; q 2 IP ; (33) o some p olynomial h ( x ) o deg ee less han o equal o ou . This implies ha A 2 ( hp ) 0 (1) q 0 (1) + B 2 ( hp ) 0 ( ? 1) q 0 ( ? 1) = A 2 ( hq ) 0 (1) p 0 (1) + B 2 ( hq ) 0 ( ? 1) p 0 ( ? 1) ; 8 p; q 2 IP : (34) The e o e A 2 h 0 (1) p (1) q 0 (1) + B 2 h 0 ( ? 1) p ( ? 1) q 0 ( ? 1) = A 2 h 0 (1) q (1) p 0 (1) + B 2 h 0 ( ? 1) q ( ? 1) p 0 ( ? 1) ; (35) o , equi alen ly, A 2 h 0 (1)  p (1) q 0 (1) ? p 0 (1) q (1)  + B 2 h 0 ( ? 1)  p ( ? 1) q 0 ( ? 1) ? q ( ? 1) p 0 ( ? 1)  = 0 ; 8 p; q 2 IP : (36) I p ( x ) = 1 and q ( x ) = x he equa ion (36) yields A 2 h 0 (1) + B 2 h 0 ( ? 1) = 0 : (37) I p ( x ) = 1 and q ( x ) = x 2 he equa ion (36) leads 2 A 2 h 0 (1) ? 2 B 2 h 0 ( ? 1) = 0 : (38) Thus, om (37)-(38) we ge ( A 2 h 0 (1) + B 2 h 0 ( ? 1) = 0 ; A 2 h 0 (1) ? B 2 h 0 ( ? 1) = 0 : (39) As A 2 6 = 0 and B 2 6 = 0 = ) h 0 (1) = h 0 ( ? 1) = 0, hence h 0 ( x ) = ( x 2 ? 1) ( x ). The minimal choice o ( x ) is, in his si ua ion, ( x )  1. The e o e h ( x ) = x 3 3 ? x + a (40) o , equi alen ly, h ( x ) = x 3 ? 3 x + b: (41) In o de o op e a e wi h h ( x ) we pu b = 0. In such a way we can gua an ee ha h ( x ) = x 3 ? 3 x leads o he sea ched symme ic op e a o on IP , when A 2 6 = 0 and B 2 6 = 0. This ac allows o w i e a se en- e m ecu ence ela ion o Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ). In ac , om ( x 3 ? 3 x ) Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) = n +3 X j =0  nj Q ; ;A 1 ;B 1 ;A 2 ;B 2 j ( x ) : (42) and aking in o accoun ha  nj = < ( x 3 ? 3 x ) Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 j ( x ) > < Q ; ;A 1 ;B 1 ;A 2 ;B 2 j ( x ) ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 j ( x ) > = = < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) ; ( x 3 ? 3 x ) Q ; ;A 1 ;B 1 ;A 2 ;B 2 j ( x ) > < Q ; ;A 1 ;B 1 ;A 2 ;B 2 j ( x ) ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 j ( x ) > = 0 ; i j < n ? 3 ; (43) 8 ( x 3 ? 3 x ) Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) = n +3 X j = n ? 3  nj Q ; ;A 1 ;B 1 ;A 2 ;B 2 j ( x ) ; (44) whe e  n;n ? 3 = < ( x 3 ? 3 x ) Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ? 3 ( x ) > < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ? 3 ( x ) ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ? 3 ( x ) > = = < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) ; ( x 3 ? 3 x ) Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ? 3 ( x ) > < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ? 3 ( x ) ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ? 3 ( x ) > = = < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) > < Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ? 3 ( x ) ; Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ? 3 ( x ) > > 0 : (45) 5 Rep esen a ion as hyp e geome ic se ies. He e we will p o e he ollowing p op osi ion P op osi ion 3 The o hogonal polynomial Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) is, up o a cons an ac o , a gene al- ized hype geome ic se ies. Mo e p ecisely, Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) = 2 n ? 3 (  + 3) n ? 3  4 (0) ( n +  +  + 1) n 6 F 5 ? n;n +  +  +1 ; 0 +1 ; 1 +1 ; 2 +1 ; 3 +1  +3 ;  0 ;  1 ;  2 ;  3      1 ? x 2 ! ; (46) whe e  4 (0) is gi en in (52) and he coecien s ?  0 , ?  1 , ?  2 and ?  3 a e he ze os o a polynomial o ou h deg ee a k (see o mula (49) om below). In gene al, hey a e complex numbe s. I o some i = 0 ; 1 ; 2 ; 3 , ?  i is a nega i e in ege numbe we need o ake he analy ic con inua ion o he hype geome ic se ies (46) . The ep esen a ion (46) can b e conside ed as a gene aliza ion o he ep esen a ion as hyp e geome ic se ies o he Jacobi p olynomials. P o o : Using (4)-(5) we can ew i e (29) as ollows Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) = A n P ; n ( x ) + nB n P  +1 ; +1 n ? 1 ( x ) + nC n P  +1 ; +1 n ( x ) + nD n P  +1 ; +1 n ? 2 ( x )+ + n ( n ? 1) E n P  +2 ; +2 n ? 2 ( x ) + n ( n ? 1) F n P  +2 ; +2 n ? 1 ( x ) + n ( n ? 1) G n P  +2 ; +2 n ? 3 ( x ) ; (47) whe e A n = 1 ? nC n ; B n =  n ?  n + C n   +1 ; +1 n ? 1 ; C n = ? (  n +  n ) ; D n = C n   +1 ; +1 n ? 1 ; E n =  n ? ! n + F n   +2 ; +2 n ? 2 ; F n =  n + ! n ; G n = F n   +2 ; +2 n ? 2 : (48) Subs i u ing he hyp e geome ic ep esen a ion o he Jacobi p olynomials (7) in (47) we nd Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) = 2 n ? 3 (  + 3) n ? 3 ( n +  +  + 1) n 1 X k =0 " 8 A n ( n +  )( k +  + 1)( k +  + 2) ? ? 4 B n ( n +  )( k ? n )( k + n +  +  + 1)( k +  + 2)+ + 8 nC n ( n +  )( n +  + 1)( k + n +  +  + 1)( k + n +  +  + 2)( k +  + 2) (2 n +  +  + 1)(2 n +  +  + 2) + 9 pp In his sec ion we will apply he so-called semiclassical o WKB app oxima ion (see [7], [29] and e e ences he ein) o nd he WKB densi y o ze os o he p olynomials Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ). Le us deno e hese ze os by x n;i g n i =1 . Then he co esp onding dis ibu ion unc ion o ze os is gi en by  n ( x ) = 1 n n X i =1  ( x ? x n;i ) : (84) He e we will use he me ho d p esen ed in [29] in o de o ob ain he WKB densi y o ze os, which gi es an app oxima e analy ic exp ession o he densi y o ze os o he solu ions o any linea second o de die en ial equa ion wi h p olynomial co ecien s. In pa icula we will conside (60) ~  ( x ) y 00 + ~  ( x ) y 0 + ~  ( x ) y = 0 : (85) The key s ep is he ollowing Theo em 3 ([29]) Le S ( x ) and  ( x ) be he unc ions S ( x ) = 1 4 ~  ( x ) 2 h 2 ~  ( x )  2 ~  ( x ) ? ~  0 ( x )  + ~  ( x ) ? 2 ~  0 ( x ) ? ~  ( x )  i ; (86)  ( x ) = 1 4[ S ( x )] 2 ( 5[ S 0 ( x )] 2 4[ S ( x )] ? S 00 ( x ) ) = P ( x; n ) Q ( x; n ) ; (87) whe e P ( x; n ) and Q ( x; n ) a e polynomials in x as wel l as in n . I he condi ion sup x 2 X j  ( x ) j << 1 holds, hen he semiclassical o WKB densi y o ze os o he solu ions o (85) is gi en by  W K B ( x ) = 1  q S ( x ) ; x 2 X  IR ; (88) in e e y in e al X whe e he unc ion S ( x ) is posi i e. Using he ab o e algo i hm, he compu a ions ha e b een p e o med by using he symb olic com- pu e algeb a package Ma hema ica [28]. Fi s o all we check he condi ions o he Theo em nding ha in he conside ed case   n ? 1 , so he Theo em can b e applied o n la ge enough. The explici exp ession o  W K B ( x ) gi en by (88) is ex emely la ge and we will omi i he e. I is s aigh o wa d o see ha i we ake he limi A 1 ; A 2 ; B 1 ; B 2 ! 0 in he esul ing exp ession o  W K B ( x ) we eco e he classical exp ession o he Jacobi p olynomials [29]. We will p o ide he e some g aphics o he no malized  W K B ( x ) unc ion. In Figu e 1 he WKB densi y o ze os o he Jacobi-Sob ole - yp e o hogonal p olynomials app ea s. We ha e used he o mulas (60), (69), (86) and (88) and plo ed he no malized Densi y unc ion o n = 10 4 in ou die en cases wi h se e al alues o he pa ame e s  and  (  =  = 0,  =  = ? 1 2 ,  =  = 5 and nonsymme ic case  = 0 and  = 1). In Figu e 2 app ea s he WKB densi y o ze os o he same alues o  and  and n = 10 5 . In Figu e 3 we ep esen he WKB densi y o ze os o n = 10 6 and he same alues o he pa ame e s  and  . Finally, in Figu e 4 is shown  W K B ( x ), o n = 10 7 wi h he ab o e alues o  and  . Clea , in each Figu e om he b o om o he op, is dis inguishible he case  =  = 0, while he emaining cases b eha e almos equal. Some nume ical es s based on he compu a ion o he numb e N o ze os in he in e al ( ? 1 10 ; 1 10 ) by using he exp ession N  R 1 = 10 ? 1 = 10  W K B ( x ) dx o b o h amilies o o hogonal p olynomials P ; n ( x ) and Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) show ha hei global sp ec al p op e ies a e he same. This esul is in acco dance wi h he nex one. 16 n  g n ze o o Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) . Then  n  ?! 1  p 1 ? x 2 ; in he weak s a opology. P o o : F om (6) and (69), we ge A n = 1 ?  +  + 4 n + o  1 n  ; E n = 1 + 5  +  2 ? 5  ?  2 n 4 + o  1 n 4  ; B n = 2(  ?  ) n 2 + 2 ?  (19 +  (7 +  )) + 2  (5 +  )  ? 5  2 ?  3 + 3 (4 +  )  n 4 + o  1 n 4  C n = 2 n 2 (  +  + 4) + o  1 n 2  ; D n = 1 2 n 2 (  +  + 6) + o  1 n 2  ; F n = 12 +  (5 +  ) +  (5 +  ) 2 n 4 + o  1 n 4  ; G n = 2(12 +  (5 +  ) +  (5 +  )) n 4 + o  1 n 4  : Using (47), jj Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) jj [ ? 1 ; 1]  A n jj P ; n ( x ) jj [ ? 1 ; 1] + nB n jj P  +1 ; +1 n ? 1 ( x ) jj [ ? 1 ; 1] + nC n jj P  +1 ; +1 n ( x ) jj [ ? 1 ; 1] + nD n jj P  +1 ; +1 n ? 2 ( x ) jj [ ? 1 ; 1] + n ( n ? 1) E n jj P  +2 ; +2 n ? 2 ( x ) jj [ ? 1 ; 1] + n ( n ? 1) F n jj P  +2 ; +2 n ? 1 ( x ) jj [ ? 1 ; 1] + n ( n ? 1) G n jj P  +2 ; +2 n ? 3 ( x ) jj [ ? 1 ; 1] ; (89) whe e jj  jj [ ? 1 ; 1] deno es he sup-no m in he in e al [-1, 1]. Because o jj P ; n ( x ) jj 1 n [ ? 1 ; 1]  1 2 (see [27]), we deduce lim n !1 jj Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) jj 1 n [ ? 1 ; 1]  1 2 : (90) Thus, om Theo em 2.1 in [10]  n  ?! 1  p 1 ? x 2 : (91) ACKNOWLEDGEMENTS Pa o his wo k was p o ided du ing he s ay o he second au ho in he Uni e si y o Ams e dam. He is e y g a e ul o he Depa men o Ma hema ics o he Uni e si y o Ams e dam o his kind hospi ali y. The esea ch o he  s au ho (JA) was supp o ed by a g an o Minis e io de Educacion y Cul u a (MEC) o Spain. The esea ch o he h ee  s au ho s (JA, RAN and FM) was supp o ed by Di eccion Gene al de Ense ~nanza Sup e io (DGES) o Spain unde g an PB 96-0120-C03-01. The au ho s a e e y g a e ul o he unknown e e ees o hei help ul ema ks and o help us o co ec some missp in s and e o s and signican ly imp o e he pap e . 17 [1] M. Al a o, F. Ma cellan, M. Rezola, and A. Ron eaux: On o hogonal polynomials o Sobole ype: Algeb aic p ope ies and ze os. SIAM J. Ma h. Anal. 23 (1992), 737-757. [2] M. Al a o, F. Ma cellan, M. Rezola, and A. Ron eaux: Sobole - ype o hogonal polynomials: The nondiagonal case. J. o App ox. Theo y. 83 (1995), 266-287. [3] M. Al a o, F. Ma cellan, and M. Rezola: Es ima es o Jacobi-Sobole ype o hogonal polynomials (1996). Publicaciones del Semina io Ma ema ico Ga ca Galdeano. Uni e sidad de Za agoza. Se ie I I. [4] R.  Al a ez-No da se and F. Ma cellan: On he Modica ions o Classical O hogonal Polynomials: The Symme ic Case. App ox. Th. and Appl. (1997). (In p ess) [5] R.  Al a ez-No da se, J. A es u, and F. Ma cellan : A Gene aliza ion o he Jacobi-Koo n- winde Polynomials. (Submi ed) P ep in Dep . Ma ema icas (Uni . Ca los I I I de Mad id) MA/UC3M/6/1997 (1997) [6] R.  Al a ez-No da se and A. Za zo: On some modica ions o classical o hogonal polynomials: Die en ial and spec al p ope ies. P ep in 1997. [7] E.R. A iola, A. Za zo, and J.S. Dehesa: Spec al P ope ies o he biconuen Heun die en ial equa ion. J. 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Ma oni: Su l'adjonc ion de deux masses de Di ac a une o me egulie e quel- conque. In Polinomios o ogonales y sus aplicaciones. A. Cacha ei o and E. Go doy Eds. Ac as del V Simp osium. Uni e sidad de San iago. Vigo 1988, 83-90. [15] W.D. E ans, L.L. Li lejohn, F. Ma cellan, C. Ma ke , and A. Ron eaux: On ecu ence ela ions o Sobole o hogonal polynomials. SIAM J. Ma h. Anal. 26 , (1995), 446-467. [16] R. Ko eko ek and H.G. Meije : A gene aliza ion o Lague e polynomials. SIAM J. Ma h. Anal. 24 , (1993), 768-782. [17] T. H. Ko o nwinde : O hogonal polynomials wi h weigh unc ion (1 ? x )  (1 + x )  + M  ( x + 1) + N  ( x ? 1) . Canad. Ma h. Bull, 27 , (1984), 205-214. 18 [ ] p y p p y g wi h espec o a disc e e Sobole inne p oduc . Cons . App ox. 11 , (1995), 107-137. [19] F. Ma cellan and P. Ma oni: Su l'adjonc ion d'une masse de Di ac a une o me egulie e e semi-classique. Ann. Ma . Pu a ed Appl., IV , CLXI I, (1992), 1-22. [20] F. Ma cellan and A. Ron eaux : On a class o polynomials o hogonal wi h espec o a Sobole inne p oduc . Indag. Ma h. (N.S.) 1 , (1990), 451-464. [21] F. Ma cellan, T.E. Pe ez, and M.A. Pi ~na : Regula Sobole ype o hogonal polynomials: The Bessel case. Ro cky Moun . J. o Ma h. 25 , (1995), 1431-1457. [22] P. Ne ai: O hogonal Polynomials. Memoi s o he Ame . Ma h. So c. 213 , Ame . Ma h. So c. P o idence, Rho de Island, 1979. [23] A. F. Niki o o and V. B. U a o : Sp ecial Func ions o Ma hema ical Physics. Bi khause Ve lag, Basel, 1988. [24] E. M. Nikishin and V. N. So okin: Ra ional App oxima ions and O hogonali y. T ans. o Ma h. Monog aphs, 92 , Ame . Ma h. So c., P o idence, Rho de Island, 1991. [25] M.A. Pi ~na : Polinomios o ogonales ipo Sobole . Aplicaciones. Do c o al Disse a ion, Uni e si y o G anada, Spain, 1992. [26] F. W. J. Ol e : Asymp o ics and Sp ecial Func ions. Academic P ess Inc., New Yo k, 1974. [27] G. Szego: O hogonal Polynomials. Ame . Ma h. So c. Collo q. Publ., 23 , Ame . Ma h. So c., P o idence, Rho de Island, 1975 (4 h edi ion). [28] S. Wol am: MATHEMATICA . A sys em o doing Ma hema ics by Compu e . Addison- Wesley Publishing Co., New Yo k, 1991. [29] A. Za zo and J.S. Dehesa: Spec al P ope ies o solu ions o hype geome ic- ype die en ial equa ions. J. Compu . Appl. Ma h. 50 (1994), 613-623. J. A es u y E-mail: [email p o ec ed] R.  Al a ez-No da se y ;  E-mail: [email p o ec ed] F. Ma cellan y E-mail: [email p o ec ed] K. Pan  E-mail: [email p o ec ed] y Depa amen o de Ma ema icas. Escuela Poli ecnica Sup e io . Uni e sidad Ca los I I I de Mad id. Bu a que 15, 28911, Leganes, Mad id.  Ins i u o Ca los I de Fsica Teo ica y Compu acional Uni e sidad de G anada E-18071, G anada  Depa men o Ma hema ics and Compu e Science, Ba y Uni e si y, Miami Sho es, Flo ida 33161-6695. USA. 19 -1 -0.5 0.5 1 0.5 1 1.5 2 2.5 Figu e 1: WKB Densi y o ze os o n = 10 4 o Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) wi h x 2 [ ? 0 : 99 ; 0 : 99] . -1 -0.5 0.5 1 0.5 1 1.5 2 2.5 Figu e 2: WKB Densi y o ze os o n = 10 5 o Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) wi h x 2 [ ? 0 : 99 ; 0 : 99] . -1 -0.5 0.5 1 0.5 1 1.5 2 Figu e 3: WKB Densi y o ze os o n = 10 6 o Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) wi h x 2 [ ? 0 : 986 ; 0 : 986]. -1 -0.5 0.5 1 0.5 1 1.5 2 2.5 Figu e 4: WKB Densi y o ze os o n = 10 7 o Q ; ;A 1 ;B 1 ;A 2 ;B 2 n ( x ) wi h x 2 [ ? 0 : 986 ; 0 : 986] . Figu e 5: Compa ison o he nume ical compu a ion esul s. 20