####################################################################### ## MultiAlmkvistZeilberger Save this file as MultiAlmkvistZeilberger # ## same directory, get into Maple (by typing: maple ) # ## and then type: read MultiAlmkvistZeilberger # ## Then follow the instructions given there # ## # ## Written by Mohamud Mohammed and Doron Zeilberger, # #Rutgers University , # ## [mohamudm, zeilberg] at math dot rutgers dot edu # ####################################################################### print(`First Written: Dec. 7, 2004: tested for Maple 8 and 9 `): print(`Version of Dec. 7, 2004: `): print(): print(`This is MultiAlmkvistZeilberger, one of the Maple packages`): print(`accompanying the article `): print(`Multi-Variable Zeilberger and Almkvist-Zeilberger Algorithms and`): print(`the Sharpening of Wilf-Zeilberger Theory`): print(`by Mohamud Mohammed and Doron Zeilberger `): print(``): print(`The most current version is available on WWW at:`): print(` http://www.math.rutgers.edu/~zeilberg .`): print(`Please report all bugs to: zeilberg at math dot rutgers dot edu .`): print(`For general help, and a list of the available functions,`): print(` type "ezra();". For specific help type "ezra(procedure_name);" `): ezra:=proc() if nargs=0 then print(`MultiAlmkvistZeilberger`): print(`A Maple package for finding recurrences for multi-integrals of `): print(` Hypergeometric/Hyperexponential Integrands.`): print(`For help with a specific procedure, type "ezra(procedure_name);"`): print(`Contains procedures: MAZ `): elif nargs=1 and args[1]=MAZ then print(`MAZ(POL,H,rat,x,n,N,pars): Given a polynomial, POL, an hyper-exponential function, H, and`): print(`a rational function, rat, of the continuous variables in the list x, and a discrete variable`): print(`n, and the shift-operator in n, N, and a set of auxiliary parameters, par`): print(`ouputs a recurrence operator, let's call it ope(n,n), and a multi-certificate, let's call it R`): print(`such that the function F(n;x):=POL*H*rat^n satisfies`): print(` ope(n,N)F=sum(D_{x[i]} (R[i]H*rat^n),i=1..nops(R)`): print(`In particular, try:`): print(`MAZ(1,((1-1/x)*(1-y))^b*((1-1/x/y)*(1-1/y))^c/x/y,(1-x)*(1-x*y),[x,y],a,A,{b,c});`): print(`MAZ(1,exp(-x^2/2-y^2/2),(x-y)^2,[x,y],n,N,{});`): else print(`There is no help for`, args): fi: end: ez:=proc():print(`MAZ1(POL,H,rat,x,n,N,L,pars), MAZ(POL,H,rat,x,n,N,pars)`): print(`FindDeg(POL,H,rat,x,n,L)`): print(`CheckMAZ1(POL,H,rat,x,n,N,L,pars)`): end: _EnvAllSolutions:=true: ####From MultiZeilberger #IV1(d,n): all the vectors of non-negative integres of length d whose #sum is n IV1:=proc(d,n) local gu,i,gu1,i1: if d=0 then if n=0 then RETURN({[]}): else RETURN({}): fi: fi: gu:={}: for i from 0 to n do gu1:=IV1(d-1,n-i): gu:=gu union {seq([op(gu1[i1]),i],i1=1..nops(gu1))}: od: gu: end: yafe:=proc(ope,N) local i: add(factor(coeff(ope,N,i))*N^i,i=ldegree(ope,N)..degree(ope,N)):end: #IV(d,n): all the vectors of non-negative integres of length d whose #sum is <=n IV:=proc(d,n) local i: {seq(op(IV1(d,i)),i=0..n)}: end: #GenPol(kList,a,deg): The generic polynomial in kList of #degree deg, using the indexed variable a, followed by the set #of coeffs. GenPol:=proc(kList,a,deg) local gu,i,i1: gu:=IV(nops(kList),deg): convert([seq(a[i]*convert([seq(kList[i1]^gu[i][i1],i1=1..nops(kList))],`*`), i=1..nops(gu))],`+`),{seq(a[i],i=1..nops(gu))}: end: #Extract1(POL,kList): extracts all the coeffs. of a POL in kList Extract1:=proc(POL,kList) local k1,kList1,i: k1:=kList[nops(kList)]: kList1:=[op(1..nops(kList)-1,kList)]: if nops(kList)=1 then RETURN({seq(coeff(POL,k1,i),i=0..degree(POL,k1))}): else RETURN({seq( op(Extract1(coeff(POL,k1,i),kList1)), i=0..degree(POL,k1))}): fi: end: ###########End from MultiZeilberger FindDeg:=proc(POL,H,rat,x,xSet,n,L) local s,t,h,e,i,Hbar,q,r,gu: s:=numer(rat): t:=denom(rat): h:=convert([seq(e[i]*subs(n=n+i,POL)*s^i*t^(L-i),i=0..L)],`+`): Hbar:=H*s^n/t^(n+L): gu:=normal(simplify(diff(Hbar,x)/Hbar)): q:=numer(gu): r:=denom(gu): max(degree(h,xSet)-degree( diff(r,x)+q,xSet)+degree(r,xSet) ,degree(h,xSet)-degree(r,xSet)+1+degree(r,xSet)): end: #MAZ1(POL,H,rat,x,n,N,L,pars): Given a polynomial POL of the discrete variable n #and the continuous variables in x #and a pure-hyperexponential function H of the variables in x, and a rational function #Rat of x, and a shift operator N, and a non-neg. integer L #returns FAIL or, if there is one, an operator ope(N,n) of order L and #a list of rational functions R, such that F:=POL*H*rat^n satisfies #ope(N,n)F=sum(diff(F*R[i],x[i]),i=1..nops(R)) . #For example, try MAZ1(1,exp(-x),x,[x],n,N,1,{}) MAZ1:=proc(POL,H,rat,x,n,N,L,pars) local deg,deg1,m,gu,i,i1: deg:=[]: for i from 1 to nops(x) do deg:=[op(deg),FindDeg(POL,H,rat,x[i],{seq(x[i1],i1=1..nops(x))},n,L)]: od: m:=min(op(deg)): for i from 0 to m do deg1:=[seq(deg[i1]-m+i,i1=1..nops(deg))]: gu:=MAZ1deg(POL,H,rat,x,n,N,L,pars,deg1): if gu<>FAIL then RETURN(gu): fi: od: FAIL: end: MAZ:=proc(POL,H,rat,x,n,N,pars) local gu,L: for L from 0 do print(`trying L=`,L): gu:=MAZ1(POL,H,rat,x,n,N,L,pars): if gu<>FAIL then RETURN(gu): fi: od: end: CheckMAZ:=proc(POL,H,rat,x,n,N,pars) local F,gu,luL,luR,R,ope,i: F:=H*rat^n: gu:=MAZ(POL,H,rat,x,n,N,pars): if gu=FAIL then RETURN(FAIL): fi: ope:=gu[1]: R:=gu[2]: luL:=normal(add(subs(n=n+i,POL)*coeff(ope,N,i)*normal(simplify(subs(n=n+i,F)/F)),i=0..degree(ope,N))): luR:=normal(add( normal(diff(R[i]*F,x[i])/F ), i=1..nops(R))): evalb(normal(luL/luR)=1): end: #MAZ1deg(POL,H,rat,x,n,N,L,pars,deg): Given a polynomial POL of the discrete variable n #and the continuous variables in x #and a pure-hyperexponential function H of the variables in x, and a rational function #Rat of x, and a shift operator N, and a non-neg. integer L #returns FAIL or, if there is one, an operator ope(N,n) of order L and #a list of rational functions R, such that F:=POL*H*rat^n satisfies #ope(N,n)F=sum(diff(F*R[i],x[i]),i=1..nops(R)) . #For example, try MAZ1(1,exp(-x),x,[x],n,N,1,{}) MAZ1deg:=proc(POL,H,rat,x,n,N,L,pars,deg) local s,t,h,e,i,Hbar,gu,X,a,var,q,r,eq,ope,var1,ku,i1,eqN,var1N,opeN,bilti,meka: s:=numer(rat): t:=denom(rat): ope:=add(e[i]*N^i,i=0..L): h:=convert([seq(e[i]*subs(n=n+i,POL)*s^i*t^(L-i),i=0..L)],`+`): Hbar:=H*s^n/t^(n+L): gu:=[]: for i from 1 to nops(x) do gu:=[op(gu),normal(simplify(diff(Hbar,x[i])/Hbar))]: od: q:=[]: r:=[]: for i from 1 to nops(gu) do q:=[op(q),numer(gu[i])]: r:=[op(r),denom(gu[i])]: od: var:={}: X:=[]: for i from 1 to nops(x) do ku:=GenPol(x,a[i],deg[i]): X:=[op(X),ku[1]]: var:=var union ku[2]: od: var:=var union {seq(e[i],i=0..L)}: gu:=h: for i from 1 to nops(x) do gu:=expand(normal(gu-(diff(r[i],x[i])+q[i])*X[i]/r[i]-r[i]*diff(X[i]/r[i],x[i]))): od: eq:=Extract1(numer(gu),x): eqN:=subs(n=9/17,eq): eqN:=subs({seq(pars[i]=1/(i^2+3),i=1..nops(pars))},eqN): var1N:=solve(eqN,var): opeN:=subs(var1N,ope): if opeN=0 then RETURN(FAIL): else print(`There is hope for a recurrence of order`,L): fi: var1:=solve(eq,var): ope:=subs(var1,ope): X:=subs(var1,X): if ope=0 then RETURN(FAIL): fi: bilti:={}: for i from 1 to nops(var1) do if op(1,op(i,var1))=op(2,op(i,var1)) then bilti:=bilti union {op(1,op(i,var1))}: fi: od: if nops(bilti)>1 then print(`There is some slack`): fi: for i from 1 to nops(bilti) do if coeff(ope,bilti[i],1)<>0 then ope:=coeff(ope,bilti[i],1): X:=[seq(coeff(X[i1],bilti[i],1),i1=1..nops(X))]: meka:=coeff(ope,N,degree(ope,N)): ope:=expand(normal(ope/meka)): ope:=yafe(ope,N): X:=[seq(normal(X[i1]/meka/t^L),i1=1..nops(X))]: RETURN(ope,X): fi: od: end: