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HAL Id: hal-00173319 https://hal.archives-ouvertes.fr/hal-00173319 Submitted on 19 Sep 2007 HAL is a multi-disciplinary open access archive for the deposit and dissemination of sci- entific research documents, whether they are pub- lished or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés. Hankel hyperdeterminants, rectangular Jack polynomials and even powers of the Vandermonde Hacene Belbachir, Adrien Boussicault, Jean-Gabriel Luque To cite this version: Hacene Belbachir, Adrien Boussicault, Jean-Gabriel Luque. Hankel hyperdeterminants, rectangular Jack polynomials and even powers of the Vandermonde. Journal of Algebra, Elsevier, 2008, 320 (11), pp.3911-3925. <hal-00173319>
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Page 1: Hankel hyperdeterminants, rectangular Jack polynomials and even ...

HAL Id: hal-00173319https://hal.archives-ouvertes.fr/hal-00173319

Submitted on 19 Sep 2007

HAL is a multi-disciplinary open accessarchive for the deposit and dissemination of sci-entific research documents, whether they are pub-lished or not. The documents may come fromteaching and research institutions in France orabroad, or from public or private research centers.

L’archive ouverte pluridisciplinaire HAL, estdestinée au dépôt et à la diffusion de documentsscientifiques de niveau recherche, publiés ou non,émanant des établissements d’enseignement et derecherche français ou étrangers, des laboratoirespublics ou privés.

Hankel hyperdeterminants, rectangular Jackpolynomials and even powers of the Vandermonde

Hacene Belbachir, Adrien Boussicault, Jean-Gabriel Luque

To cite this version:Hacene Belbachir, Adrien Boussicault, Jean-Gabriel Luque. Hankel hyperdeterminants, rectangularJack polynomials and even powers of the Vandermonde. Journal of Algebra, Elsevier, 2008, 320 (11),pp.3911-3925. <hal-00173319>

Page 2: Hankel hyperdeterminants, rectangular Jack polynomials and even ...

hal-

0017

3319

, ver

sion

1 -

19

Sep

2007

Hankel hyperdeterminants, rectangular Jack

polynomials and even powers of the

Vandermonde

H. Belbachir∗, A. Boussicault†and J.-G. Luque‡

September 19, 2007

Abstract

We investigate the link between rectangular Jack polynomials and

Hankel hyperdeterminants. As an application we give an expression

of the even power of the Vandermonde in term of Jack polynomials.

1 Introduction

Few after he introduced the modern notation for determinants [2], Cayleyproposed several extensions to higher dimensional arrays under the samename hyperdeterminant [3, 4]. The notion considered here is apparently thesimplest one, defined for a kth order tensor M = (Mi1···ik)1≤i1,...,ik≤n on ann-dimensional space by

Det M =1

n!

σ=(σ1,··· ,σk)∈Skn

sign(σ)Mσ,

∗Universite des Sciences et de la Technologie Houari Boumediene. BP 32 USTHB 16111

Bab-Ezzouar Alger, Algerie. email: [email protected]†Universite de Paris-Est Marne-la-Valle, Institut d’Electronique et d’Informatique

Gaspard-Monge 77454 Marne-la-Valle Cedex 2. email: [email protected]‡Universite de Paris-Est Marne-la-Valle, Institut d’Electronique et d’Informatique

Gaspard-Monge 77454 Marne-la-Valle Cedex 2. email: [email protected]

1

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where sign(σ) = sign(σ1) · · · sign(σk) is the product of the signs of the per-mutations, Mσ = Mσ1(1)...σk(1) · · ·Mσ1(n)...σk(n) and Sn denotes the symmetricgroup. Note that others hyperdeterminants are found in literature. For ex-ample, those considered by Gelfand, Kapranov and Zelevinsky [7] are biggerpolynomials with geometric properties. Our hyperdeterminant is a specialcase of the riciens [26, 21] with only alternant indices. For an hypermatricewith an even number of indices, it generates the space of the polynomial in-variants of lowest degree. Easily, one obtains the nullity of Det when k is oddand its invariance under the action of the group SL×k

n . Few references existson the topics see [26, 29, 30, 11, 1, 8] and before [22] the multidimensionalanalogues of Hankel determinant do not seem to have been investigated.

In this paper, we discuss about the links between Hankel hyperdeter-minsants and Jack’s symmetric functions indexed by rectangular partitions.Jack’s symmetric functions are a one parameter (denoted by α in this pa-per) generalization of Schur functions. They were defined by Henry Jack in1969 in the aim to interpolate between Schur fonctions (α = 1) and zonalpolynomials (α = 2) [15, 16]. The story of Jack’s polynomials is closelyrelated to the generalizations of the Selberg integral [1, 12, 14, 19, 27, 22].The relation between Jack’s polynomials and hyperdeterminants appearedimplicitly in this context in [22], when one of the author with J.-Y. Thibongave an expression of the Kaneko integral [12] in terms of Hankel hyperde-terminant. More recently, Matsumoto computed [25] an hyperdeterminantalJacobi-Trudi type formula for rectangular Jack polynomials.

The paper is organized as follow. In Section 2, after we recall defini-tions of Hankel and Toeplitz hyperdeterminants, we explain that an Hankelhyperdeterminant can be viewed as the umber of an even power of the Van-dermonde via the substitution

Y: xn → Λn(Y) where Λn(Y) denotes the

nth elementary symmetric functions on the alphabet Y. Section 3 is devotedto the generalization of the Matsumoto formula [25] to almost rectangularJack polynomials. In Section 4, we give an equality involving the substitu-tion

Yand skew Jack polynomials. As an application, we give in Section

5 expressions of even powers of the Vandermonde determinant in terms ofSchur functions and Jack polynomials.

2

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2 Hankel and Toeplitz Hyperdeterminants of

symmetric functions

2.1 Symmetric functions

Symmetric functions over an alphabet X are functions which are invariantunder permutation of the variables. The C-space of the symmetric functionsover X is an algebra which will be denoted by Sym(X).

Let us consider the complete symmetric functions whose generating seriesis

σt(X) :=∑

i

Si(X)ti =∏

x∈X

1

1 − xt,

the elementary symmetric functions

λt(X) :=∑

i

Λi(X)ti =∏

x∈X

(1 + xt) = σ−1(X)−1,

and power sum symmetric functions

ψt(X) :=∑

i

Ψi(X)ti

i= log(σt(X)).

When there is no algebraic relation between the letters of X, Sym(X) is afree (associative, commutative) algebra over complete, elementary or powersum symmetric functions

Sym = C[S1, S2, · · · ] = C[Λ1,Λ2, · · · ] = C[Ψ1,Ψ2, · · · ].

As a consequence, the algebra Sym(X) (X being infinite or not) is spannedby the set of the decreasing products of the generators

Sλ = Sλn . . . Sλ1 , Λλ = Λλn . . .Λλ1 , Ψλ = Ψλn . . .Ψλ1,

where λ = (λ1 ≥ λ2 ≥ · · · ≥ λn) is a (decreasing) partition.The algebra Sym(X) admits also non multiplicative basis. For example,

the monomial functions defined by

mλ(X) =∑

xλ1i1· · ·xλn

in,

3

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where the sum is over all the distinct monomials xλ1i1· · ·xλn

in with xi1 , . . . , xin ∈X, and the Schur functions defined via the Jacobi-Trudi formula

Sλ(X) = det(Sλi−i+j(X)). (1)

Note that the Schur basis admits other alternative definitions. For example,it is the only basis such that

1. It is orthogonal for the scalar product defined on power sums by

〈Ψλ,Ψµ〉 = δλ,µzλ (2)

where δµ,ν is the Kronecker symbol (equal to 1 if µ = ν and 0 otherwise)and zλ =

i imi(λ)mi(λ)! if mi(λ) denotes the multiplicity of i as a part

of λ.

2. The coefficient of the dominant term in the expansion in the monomialbasis is 1,

Sλ = mλ +∑

µ<λ

uλµmµ.

When X = x1, . . . , xn is finite, a Schur function has another determi-nantal expression

Sλ(X) =det(x

λj+n−ji )

∆(X),

where ∆(X) =∏

i<j(xi − xj) denotes the Vandermonde determinant.

2.2 Definitions and General properties

A Hankel hyperdeterminant is an hyperdeterminant of a tensor whose entriesdepend only of the sum of the indices Mi1,...,i2k

= f(i1 + · · ·+ i2k). One of theauthors investigated such polynomials in relation with the Selberg integral[22, 23].

Without lost of generality, we will consider the polynomials

Hkn(X) = Det

(

Λi1+···+i2k(X))

0≤i1,...,i2k≤n−1, (3)

where Λm(X) is the mth elementary function on the alphabet X.Let us consider a shifted version of Hankel hyperdeterminants

Hkv(X) = Det

(

Λi1+···+i2k+vi1 (X))

0≤i1,...,i2k≤n−1. (4)

4

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where v = (v0, . . . , vn−1) ∈ Zn. Note that (3) implies M0,...,0 = Λ0(X) = 1 byconvention. But if M0,...,0 6= 0, 1, this property can be recovered using a suit-able normalization and, if M0...0 = 0, by using the shifted version (4) of theHankel hyperdeterminant. As in [25], one defines Toeplitz hyperdeterminantby giving directly the shifting version

Tkv(X) = Det

(

Λi1+···+ik−(ik+1+···+i2k)+vi1 (X))

0≤i1,...,i2k≤n−1. (5)

Toeplitz hyperdeterminants are related to Hankel hyperdeterminants by thefollowing formulae.

Proposition 2.1 1. Hkv(X) = (−1)

kn(n−1)2 Tk

v+(k(n−1))n(X)

2. Tkv(X) = (−1)

kn(n−1)2 Hk

v+(k(1−n))n(X).

Proof The equalities (1) and (2) are equivalent and are direct consequencesof the definitions (4) and (5),

Tkv(X) = Det

(

Λi1+···+ik+(n−1−ik+1+···+(n−1−i2k−k(n−1))(X))

= (−1)kn(n−1)

2 Hv+(k(1−n))n(X).

.

2.3 The substitution xn → Λn(Y)

Let X = x1, . . . , xn be a finite alphabet and Y be another (potentiallyinfinite) alphabet. For simplicity we will denote by

Ythe substitution

Y

xp = Λp(Y),

for each x ∈ X and each p ∈ Z.The main tool of this paper is the following proposition.

Proposition 2.2 For any integer k ∈ N − 0, one has

1

n!

Y

∆(X)2k = Hkn(Y)

where ∆(X) =∏

i<j(xi − xj).

5

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Proof It suffices to develop the power of the Vandermonde determinant

∆(X)2k = det(

xj−1i

)2k=

σ1,··· ,σ2k∈Sn

sign(σ1 · · ·σ2k)∏

i

xσ1(i)+···+σ2k(i)−2ki .

Hence, applying the substitution, one obtains

1

n!

Y

∆(X)2k =1

n!

σ1,··· ,σ2k∈Sn

sign(σ1 · · ·σ2k)∏

i

Λσ1(i)+···+σ2k(i)−2k(Y)

= Hkn(Y).

More generally, the Jacobi-Trudi formula (1) implies the following result.

Proposition 2.3 One has

1

n!

Y

Sλ(X)∆(X)2k = Hkreversen(λ)(Y),

where reversen(v) = (vn, . . . , v1) if v = (v1, . . . , vp) is a composition withp ≤ n and vp+i = 0 for 1 ≤ i ≤ n− p.

Proof It suffices to remark that

Sλ(X)∆(X)2k = det(xλn−j+1+j−1i ) det

(

xj−1i

)2k−1,

and apply the same computation than in the proof of Proposition 2.2.

Example 2.4 If k = 1 then using the second Jacobi-Trudi formula

Sλ = det(Λλ′

n−i−i+j) (6)

where λ′ denotes the conjugate partition of λ, Proposition 2.3 implies

1

n!

Y

Sλ(X)∆(X)2 = (−1)n(n−1)

2 S(λ+(n−1)n)′(Y).

6

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3 Jack Polynomials and Hyperdeterminants

In this section, we will consider the symmetric functions as a λ-ring endowedwith the operator Si, and we will use the definition of addition and multiplica-tion of alphabets in this context (see e.g. [18]). Let X and Y be two alphabets,the symmetric functions over the alphabet X + Y are generated by the com-plete functions Si(X+Y) defined by σt(X+Y) = σt(X)σt(Y) =

i Si(X+Y)ti.

If X = Y, one has σt(2X) := σt(X + X) = σt(X)2. Similarly one definesσt(αX) = σt(X)α. In particular, the equality σt(−X) =

x(1− xt) = λ−t(X)gives Si(−X) = (−1)iΛi(X). The product of two alphabet X and Y is de-fined by σt(XY) =

Si(XY)ti =∏

x∈X

y∈Y

11−xyt

. Note that σ1(XY) =

K(X,Y) =∑

λ Sλ(X)Sλ(Y) is the Cauchy Kernel.

3.1 Jack polynomials

One considers a one parameter generalization of the scalar product (2) definedby 〈Ψλ,Ψµ〉α = δλ,µzλα

l(λ), where l(λ) = n denotes the length of the partition

λ = (λ1 ≥ · · · ≥ λn) with λn > 0. The Jack polynomials P(α)λ are the

unique symmetric functions orthogonal for 〈 , 〉α and such that P(α)λ = mλ +

µ<λ u(α)λµmµ. Note that in the case when α = 1, one recovers the definition

of Schur functions, i.e. P(1)λ = Sλ. Let (Q

(α)λ ) be the dual basis of (P

(α)λ ). The

polynomials P(α)λ and Q

(α)λ are equal up to a scalar factor and the coefficient

of proportionality is computed explicitly in [24] VI. 10:

b(α)λ :=

P(α)λ

Q(α)λ

= 〈P(α)λ , P

(α)λ 〉−1 =

(i,j)∈λ

α(λi − j) + λ′j − i+ 1

α(λi − j + 1) + λ′j − i. (7)

Let X = x1, · · · , xn be a finite alphabet and denote by X∨ the alphabet of

the inverse x−11 , . . . , x−1

n . Let us introduce the second scalar product by

〈f, g〉′n,α =1

n!C.T.f(X)g(X∨)

i6=j

(1 − xix−1j )

1α,

see [24] VI. 10. The polynomials P(α)λ and Q

(α)λ are also orthogonal for this

scalar product.For simplicity, we will consider also another normalisation defined by

R(α),nλ (Y) := 〈P

(1/α)λ′ , Q

(1/α)λ′ 〉′

n, 1α

Q(α)λ (Y).

7

Page 9: Hankel hyperdeterminants, rectangular Jack polynomials and even ...

Note that the polynomial R(α),nλ is not zero only when l(λ) ≤ n and in this

case the value of the coefficient 〈P(1/α)λ′ , Q

(1/α)λ′ 〉′

n, 1α

is known to be

〈P(1/α)λ′ , Q

(1/α)λ′ 〉′

n, 1α

=1

n!

(i,j)∈λ′

n+ 1α(j − 1) − i+ 1

n + jα− i

C.T.

i6=j

(

1 − xix−1j

(8)see [24] VI 10.

3.2 The operator

Y

and almost rectangle Jack poly-

nomials

Suppose that X = x1, . . . , xn is a finite alphabet. Let Y = y1, · · · beanother (potentially infinite) alphabet and consider the integral

In,k(Y) =1

n!C.T.Λn(X∨)p+k(n−1)Λl(X∨)

(1 + xiyj)∆(X)2k. (9)

Note that,

In,k(Y) =(−1)

kn(n−1)2

n!C.T.Λn(X∨)pΛl(X∨)

(1 + xiyj)∏

i6=j

(1 −xi

xj)k.

(10)But

Λn(X∨)pΛl(X∨) = P(1/k)

(p+1)lpn−l(X∨), (11)

and∏

(1 + xiyj) =∑

λ

Q(1/k)λ (X)Q

(k)λ′ (Y). (12)

Hence, from the orthogonality of P(α)λ and Q

(α)λ , equalities (10), (11) and (12)

imply

In,k(Y) = (−1)kn(n−1)

2 R(k),nnpl (Y). (13)

On the other hand, one has the equality

Y

xm = Λm(Y) = C.T.x−m∏

i

(1 + xyi).

8

Page 10: Hankel hyperdeterminants, rectangular Jack polynomials and even ...

Remarking that ∆(X∨) = (−1)n(n−1)

2∆(X)

Λn(X)n−1 , and Λn(X)mΛl(X) = S(mn)+(1l)(X)

for each m ∈ Z, Equality (9) can be written as

In,k(Y) =1

n!

Y

S((p−k(n−1))n)+(1l)(X)∆(X)2k = (−1)kn(n−1)

2 Tkpn−l(p+1)l(X).

(14)One deduces an hyperdeterminantal expression for a Jack polynomial

indexed by the partition npl.

Proposition 3.1 For any positive integers n, p, l and k, one has.

R(k),nnpl = Tk

pn−l(p+1)l .

The constant term appearing in (8) is a special case of the the Dyson Con-jecture [6]. The conjecture of Dyson has been proved the same year indepen-dently by Gunson [10] and Wilson [31] ( in 1970 I. J. Good [9] have shownan elegant elementary proof involving Lagrange interpolation),

C.T.∏

i6=j

(

1 − xix−1j

)ai =

(

a1 + · · ·+ an

a1, . . . , an

)

,

for a1, . . . , an ∈ N. Hence, one has

Q(k)npl(Y) = n!

(

kn

k, · · · , k

)−1

κ(n, p, l; k)Tkpn−l(p+1)l(Y)

where

κ(n, p, l; k) =n

i=1

p∏

j=1

j + k(i− 1)

j − 1 + ki

l∏

i=1

p+ 1 + k(n− i)

p+ k(n− i+ 1).

In particular, when l = 0, one recovers a theorem by Matsumoto.

Corollary 3.2 (Matsumoto [25])

P(k)np (Y) = n!

(

kn

k, . . . , k

)−1

Tkpn(Y).

Proof From equalities (8) and (7), one has

〈P(1/k)pn , Q

(1/k)pn 〉′1/k,n =

1

n!

(

kn

k, . . . , k

)

〈P(k)npl , P

(k)npl 〉k.

Applying Proposition 3.1, one finds the result.

Setting p = k(n − 1), one obtains the expression of an Hankel hyperde-terminant as a Jack polynomials.

9

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Corollary 3.3

Hkn(Y) =

(−1)kn(n−1)

2

n!

(

kn

k, . . . , k

)

P(k)

nk(n−1)(Y).

3.3 Jack polynomials with parameter α = 1k

Let Y = y1, y2, · · · be a (potentially infinite alphabet). Consider theendomorphism defined on the power sums symmetric functions Ψp(Y) byωα(Ψp(Y)) := Ψp(−αY) = (−1)p−1αΨp(Y) (see [24] VI 10), where Y =−y1,−y2, · · · . This map is known to satisfy the identities

ωαP(α)λ (Y) = Q

( 1α

)

λ′ (Y)

andωαΛn(Y) = gn

( 1α

)(Y) := Λn(−αY).

Applying ωk on Proposition 3.1, one obtains the expression of a Jack polyno-mial with parameter α = 1

kfor an almost rectangular shape λ = (p+ 1)lpn−l

as a shifted Toeplitz hyperdeterminant whose entries are

Mi1...i2k= g

i1+···+ik−ik+1−···−i2k+λn−i1+1

1k

.

Proposition 3.4 One has

P( 1

k)

(p+1)lpn−l(Y) = n!

(

kn

k, . . . , k

)−1

κ(n, p, l; k)T(k)

pn−l(p+1)l(−kY).

Proof It suffices to apply Proposition 3.1 with the alphabet −αY to find

Q(k)npl(−kY) = n!

(

kn

k, . . . , k

)−1

κ(n, p, l; k)T(k)

pn−l(p+1)l(−kY).

The result follows from

Q(k)npl(−kY) = ωkQ

(k)npl(Y) = P

( 1k)

(p+1)lpn−l(Y).

10

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4 Skew Jack polynomials and Hankel hyper-

determinants

4.1 Skew Jack polynomials

Let us define as in [24] VI 10, the skew Q functions by

〈Q(α)λ/µ, P

(α)ν 〉 := 〈Q

(α)λ , P (α)

µ P (α)ν 〉.

Straightforwardly, one has

Q(α)λ/µ =

ν

〈Q(α)λ , P (α)

ν P (α)µ 〉Q(α)

ν . (15)

Classically, the skew Jack polynomials appear when one expands a Jackpolynomial on a sum of alphabet.

Proposition 4.1 Let X and Y be two alphabets, one has

Q(α)λ (X + Y) =

µ

Q(α)µ (X)Q

(α)λ/µ(Y),

or equivalently

P(α)λ (X + Y) =

µ

P (α)µ (X)P

(α)λ/µ(Y).

Proof See [24] VI.7 for a short proof of this identity.

An other important normalisation is given by

J(α)λ = cλ(α)P

(α)λ = c′λ(α)Q

(α)λ ,

wherecλ(α) =

(i,j)∈λ

(α(λi − j) + λ′j − i+ 1),

andc′λ(α) =

(i,j)∈λ

(α(λi − j + 1) + λ′j − i),

if λ′ denotes the conjugate partition of λ.

11

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If one defines skew J function by

J(α)λ/µ :=

ν

〈J(α)λ , J

(α)µ J

(α)ν 〉α

〈J(α)ν , J

(α)ν 〉α

J (α)ν

then J(α)λ/µ is again proportional to P

(α)λ/µ and Q

(α)λ/µ :

J(α)λ/µ = cλ(α)c′µ(α)P

(α)λ/µ = c′λ(α)cµ(α)Q

(α)λ/µ. (16)

4.2 The operator∫

Yand the skew Jack symmetric

functions

Let X, Y and Z be three alphabets such that ♯X = n <∞ and ♯Z = m <∞.Consider the polynomial

In,k(Y,Z) =1

n!

Y

i

x−mi

i,j

(xi + zj)∆2k(X).

Remarking that

Y

xp−m∏

i

(x+ zi) =

m∑

i=0

Λp+i−m(Y)Λm−i(Z)

= Λp(Y + Z)

=

Y+Z

xp,

one obtains

In,k(Y,Z) = Hkn(Y + Z)

= (−1)kn(n−1)

2

n!

(

nkk,...,k

)

P(k)

nk(n−1)(Y + Z).(17)

Hence, the image of Q( 1

k)λ (X∨)∆(X)2k by

Y

is a Jack polynomial.

Corollary 4.2 One has,∫

Y

Q( 1

k)λ (X∨)∆(X)2k = (−1)

kn(n−1)2

(

nk

k, . . . , k

)

(b(k)

nk(n−1))−1Q

(k)

nk(n−1)/λ′(Y),

where b(k)

nk(n−1) = (2(n−1))!(nk)!((n−1)k)!kn!(n−1)!((2n−1)k−1)!

.

12

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Proof The equality follows from

i

x−mi

i,j

(xi + zj) =∏

i,j

(1 +zj

xi) =

λ

Q(k)λ′ (Z)Q

( 1k)

λ (X∨).

Indeed, one has

In,k(Y,Z) =1

n!

λ

b(k)λ′ P

(k)λ′ (Z)

Y

Q( 1

k)λ (X∨)∆(X)2k.

And in the other hand, by (17) one obtains

In,k(Y,Z) =(−1)

kn(n−1)2

n!

(

nk

k, . . . , k

)

λ

P(k)λ (Z)P

(k)

nk(n−1)/λ(Y).

Identifying the coefficient of P(k)λ′ (Z) in the two expressions, one finds,

Y

Q( 1

k)λ (X∨)∆(X)2k = (−1)

kn(n−1)2

(

nk

k, . . . , k

)

(b(k)λ )−1P

(k)

nk(n−1)/λ′(Y),

where the value of b(k)λ :=

P(k)λ

Q(k)λ

is given by equality (7). But, from 16, P(α)λ/µ =

b(α)λ

b(α)µ

Q(α)λ/µ. Hence,

Y

Q( 1

k)λ (X∨)∆(X)2k = (−1)

kn(n−1)2

(

nk

k, . . . , k

)

(b(k)

nk(n−1))−1Q

(k)

nk(n−1)/λ′(Y).

The value of b(k)

nk(n−1) is obtained from Equality (7) after simplification.

5 Even powers of the Vandermonde determi-

nant

5.1 Expansion of the even power of the Vandermonde

on the Schur basis

The expansion of even power of the Vandermonde polynomial on the Schurfunctions is an open problem related the fractional quantum Hall effect as

13

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described by Laughlin’s wave function [20]. In particular is of considerable in-terest to determine for what partitions the coefficients of the Schur functionsin the expansion of the square of Vandermonde vanishe [5, 32, 33, 28, 17].The aim of this subsection is to give an hyperdeterminantal expression forthe coefficient of Sλ(X) in ∆(X)2k.

Let us denote by A0 the alphabet verifying Λn(A0) = 0 for each n 6= 0(and by convention Λ0(A0) = 1). The second orthogonality of Jack polyno-mials can be written as

〈f, g〉′n,α =1

n!

A0

f(X)g(X∨)∏

i6=j

(1 − x−1i xj)

1α .

In the case when α = 1, it coincides with the first scalar product. In partic-ular,

〈Sλ(X), Sµ(X)〉′n,1 = δλµ.

Hence, the coefficient of Sλ(X) in the expansion of ∆(X)2k is

〈Sλ(X),∆(X)2k〉′n,1 =1

n!

A0

Sλ(X)∆(X∨)2k∏

i6=j

(1 − x−1i xj).

One has

〈Sλ(X),∆(X)2k〉′n,1 = (−1)n(n−1)

21

n!

A0

Sλ(X)Λn(X)(2k+1)(1−n)∆(X)2(k+1)

= (−1)n(n−1)

21

n!

A0

Sλ+((2k+1)(1−n))n (X)∆(X)2(k+1).

By Proposition 2.3, one obtains an hyperdeterminantal expression for thecoefficients of the Schur functions in the expansion of the even power of theVandermonde determinant.

Corollary 5.1 The coefficient of Sλ(X) in the expansion of ∆(X)2k is thehyperdeterminant

〈Sλ(X),∆(X)2k〉′n,1 = (−1)n(n−1)

2 Hk+1reversen(λ)−((2k+1)(n−1))n (A0).

It should be interesting to study the link between the notion of admissiblepartitions introduced by Di Francesco and al [5] and such an hyperdetermi-nantal expression.

14

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5.2 Jack polynomials over the alphabet −X

In this paragraph, we work with Laurent polynomials in X = x1, · · · , xn.The space of symmetric Laurent polynomials is spanned by the family in-dexed by decreasing vectors (Sλ(X))(λ1≥···≥λn)∈Zn and defined by

Sλ(X) =det(x

λj+n−ji )

∆(X).

Indeed, each symmetric Laurent polynomial f can be written as

f(X) = Λn(X)−mg(X)

where g(X) is a symmetric polynomial in X. As, g(x) is a linear combinationof Schur functions, it follows that f(X) is a linear combination of Sλ’s. LetX = −x1, . . . ,−xn be the alphabet of the inverse of the letters of X. Weconsider the operation

−X(i.e. the substitution sending each xp for x ∈ X

and p ∈ Z to the complete symmetric function Sn(X)).Consider the alternant

aλ(X) :=∑

σ

ǫ(σ)xσλ

= det(xλj

i )

= Sλ−δ(X)∆(X),

where δ = (n − 1, n − 2, . . . , 1, 0). From this definition, one obtains thatthe operator 1

n!

−Xsends the product of 2k alternants aλ, aµ, . . . , aρ is an

hyperdeterminant

1

n!

−X

aλ(X)aµ(X) · · ·aρ(X) =

Det(Sλi1+µi2

+···+ρi2ki (X))1≤i1,...,i2k≤n.

(18)

Consider the linear operator Ω+ defined by

Ω+Sλ(X) := Sλ(X) := det(Sλi+i−j(X)). (19)

In particular, the operator Ω+ lets invariant the symmetric polynomials.Furthermore, it admits an expression involving

−X.

Lemma 5.2 One has

Ω+ =1

n!

−X

aδ(X)a−δ(X).

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Page 17: Hankel hyperdeterminants, rectangular Jack polynomials and even ...

Proof It suffices to show that

1

n!

−X

aδ(X)a−δ(X)Sλ(X) = Sλ(X).

Butaδ(X)a−δ(X)Sλ(X) = aλ+δ(X)a−δ(X),

and by (18), one obtains the result. .

Proposition 5.3

Let X = x1, · · · , xn be a finite alphabet and 0 ≤ l ≤ p ∈ N.

R(k),n

np+(k−1)(n−1)l(−X) = (−1)

(k−1)n(n−1)2

+np+lS(p+1)lpn−l(X)∆(X)2(k−1). (20)

Proof By Lemma 5.2, one has

Sλ(X)∆(X)2(k−1) = Ω+Sλ(X)∆(X)(2k−1)

=1

n!

−X

aλ+δ(X)aδ(X)2(k−1)(X)a−δ(X).

By Equality (18), one obtains

Sλ(X)∆(X)2(k−1) = Det(

Sλi1+n−i1+···+n−i2k−1+i2k−n(X)

)

1≤i1,...,i2k≤n

= Det(

Sλn−i1+i1+···+i2k−1−i2k(X)

)

0≤i1,...,i2k≤n−1

= (−1)n(n−1)

2 Det(

Sλn−i1+1−n+i1+···+i2k(X)

)

0≤i1,...,i2k≤n−1

= (−1)n(n−1)

2 Hreversen(λ)−[(n−1)n](−X)

= (−1)n(n−1)(k−1)

2 Treversen(λ)−[((k−1)(n−1))n ](−X).

In particular, from Proposition 3.1

R(k),n

[np+(k−1)(n−1)l](−X) = T

(k)

[((k−1)(n−1))n]+[pn−l(p+1)l](−X)

= (−1)n(n−1)(k−1)

2 S[(p+1)lpn−l](X)∆(X)2(k−1).

But, the Jack polynomial R(α),nλ being homogeneous, one has

R(α),nλ (−X) = (−1)|λ|R

(α),nλ (−X).

The result follows.

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Remark 5.4 1. Note that a special case of Proposition 5.3 appeared in[22].

2. Proposition 5.3 can be reformulated as

The polynomials P(k)

np+(k−1)(n−1)l(−X) and P

(k)

(pn)+(1l)(X)∆(X)2(k−1) are pro-

portional.

This kind of identities relying Jack polynomials in X and in −X canbe deduced from more general ones involving Macdonald polynomialswhen t is specialized to a power of q. This will be investigated in aforthcoming paper.

As a special case of Proposition 5.3, the even powers of the Vandermondedeterminants ∆(X)2k are Jack polynomials on the alphabet −X.

Corollary 5.5 Setting l = p = 0 in Equality (20), one obtains

∆(X)2k =(−1)

(kn(n−1)2

n!

(

(k + 1)n

k + 1, . . . , k + 1

)

P(k+1)

n(n−1)k(−X).

In the same way, using Corollary 4.2, one finds a surprising identity relyingJack polynomials in the alphabets −X and X∨.

Proposition 5.6 One has

Ω+Q(1/k)λ (X∨)∆(X)2(k−1)Λn(X)n−1 =

(−1)n(n−1)(k−1)

2+|λ|

n!

(

nk

k, . . . , k

)

(b(k)

nk(n−1))−1Q

(k)

nk(n−1)/λ′(−X).

Proof The result is a straightforward consequence of Lemma 5.2 and Corol-lary 4.2.

References

[1] A. I. Barvinok, New algorithms for linear k-matroid intersection andmatroid k parity problem, Mathematical Programming 69 (1995) 449-470.

17

Page 19: Hankel hyperdeterminants, rectangular Jack polynomials and even ...

[2] A. Cayley, On the theory of determinants, Transaction of the Cam-bridge Philosophical Society 8 (1843) 1-16.

[3] A. Cayley, Memoire sur les hyperdeterminants, Journal fur die reineund angewandte Mathematik 30 (1846) 1-37.

[4] A. Cayley, On the theory of permutants, Cambridge and Dublin Math-ematical Journal 7 (1852) 40–51.

[5] P. Di Francesco, M. Gaudin, C. Itzykson and F. Lesage, Laughlin’swave functions, Coulomb gases and expansions of the discriminant, Int.J. Mod. Phys. A 9 (1994), 4257–4351.

[6] F.J. Dyson, Statistical theory of energy levels of complex system I, J.Math Phys, 3 (1962) 140–156.

[7] I.M. Gelfand, M.M. Krapranov, A.V. Zelevinsky, Discriminants, Re-sultants and Multidimensional Determinants, Birkhuser Boston, Inc.,Boston, MA, 1994.

[8] F Gherardelli, Remarks on hyperdeterminants (Italian), Istit. Lom-bardo Accad. Sci. Lett. Rend. A 127:1 (1994) 107-113.

[9] I.J. Good, Short proof of a conjecture by Dyson, J. Math. Phys, 11

(1970) 1884.

[10] J. Gunson, Proof of a Conjecture of Dyson in the Statistical Theory ofEnergy Levels, J. Math. Phys. 3 (1962) 752-753.

[11] P Haukkanen, Higher-dimensional GCD matrices, Linear Algebra andits applications 170 (1992) 53-63.

[12] J. Kaneko, Selberg integrals and hypergeometric functions associatedwith Jack polynomials, S.I.A.M. Journal Math. Analysis 24 (1993)1086-1110.

[13] F. Knop and S. Sahi, A recursion and a combinatorial formula for Jackpolynomials, Invent. Math. 128:1 (1997) 9-22.

[14] A. Koranyi, Hua-type integrals, hypergeometric functions and sym-metric polynomials, International Symposium in Memory of Hua LooKeng, Vol. II (Beijing, 1988), Springer, Berlin, 1991 169-180.

18

Page 20: Hankel hyperdeterminants, rectangular Jack polynomials and even ...

[15] H. Jack, A class of symmetric polynomial with a parameter, Proc. R.Soc. Endinburgh (A), 69 (1970) 1-18.

[16] H. Jack, A surface integral and symmetric functions, Proc. R; Soc.Edinburgh (A), 69 (1972) 347–63.

[17] R.C. King, F. Toumazet, B.G. Wybourne, The square of the Vander-monde determinant and its q-generalization, J. Phys. A: Math. Gen.37 (2004) 735-767.

[18] A Lascoux, Symmetric function and combinatorial operators on poly-nomials, CBMS 99, American Mathematical Society (2001)

[19] M. Lassalle, Polynomes de Jacobi generalises, C.R. Acad. Sci. ParisSerie I 312 (1991) 425-428.

[20] R. B. Laughlin, Anomalous Quantum Hall Effect: An IncompressibleQuantum Fluid with Fractionally Charged Excitations , Phys. Rev.Lett. 50 (1983) 1395-1398.

[21] M. Lecat, Coup d’oeil sur la theorie de la multiplication desdeterminants superieurs dans son etat actuel, Ann. Soc. Sci. de Brux-elles 46 (1926) 1-16.

[22] J-G Luque and J-Y Thibon, Hankel hyperdeterminants and Selbergintegrals, J. Phys. A 36:19 (2003) 5267–5292.

[23] J-G Luque and J-Y Thibon, Hyperdeterminantal calculations of Sel-berg’s and Aomoto’s integrals, Molecular Physics, 10-20 June 2004102:11-12 (2004) 1351-1359.

[24] I. G. Macdonald, Symetric functions and Hall polynomials, second edi-tion, Oxford University Press Inc., New York 1995.

[25] S. Matsumoto, Two parameters circular ensembles and Jacobi-Trudi type formulas for Jack functions of rectangular shape,arXiv:math.PR/0608751 v1

[26] L.H. Rice, P-way determinants with an application to transvectants,American Journal of Mathematics 40 (1918) 242-262.

19

Page 21: Hankel hyperdeterminants, rectangular Jack polynomials and even ...

[27] A Selberg, Bemerkninger om et multiplet integral, Norsk MatematiskTidsskrift 26 (1944) 71-78.

[28] T. Scrharf, J.-Y. Thibon and B.G. Wybourne, Powers of the Vander-monde determinant and the quantum Hall effect, J. Phys. A.: Math.Gen. 27 (1994) 4211–4219.

[29] N P Sokolov, Spatial matrices and their applications (in Russian), Go-sudarstv. Izdat. Fiz.-Mat. Lit., Moscow, 1960.

[30] N P Sokolov, Introduction to the theory of multidimensional matrices(in Russian), Nukova Dumka, Kiev, 1972.

[31] K. G. Wilson, Proof of a Conjecture by Dyson, J. Math. Phys. 3 (1962)1040-1043.

[32] B.G. Wybourne, The Vandermonde determinant revisited,SSPCM’2002, Myczkowce, Poland, Singapore: Word Scientific(2002) 74-87.

[33] B.G. Wybourne, Admissible partitions andthe square of the Vandermonde determinant,http:/www.phys.uni.torun.pl/ bqw/bgwybourne.ps (2003).

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