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- module wu; % Simple implementation of the Wu algorithm.
- % Author: Russell Bradford
- % School of Mathematical Sciences
- % University of Bath
- % Bath
- % Avon BA2 7AY
- % United Kingdom
- % E-mail: rjb@maths.bath.ac.uk
- % First distributed version: 8 July 90
- % Bug fixes in wupseudodivide, and misc other changes: 28 Aug 90
- % This is a simple implementation of the Wu algorithm, intended to help
- % myself understand the method. As such, there is little optimization,
- % and indeed, only implements the basic version from
- %
- % "A Zero Structure Theorem for Polynomial-Equations-Solving",
- % Wu Wen-tsun, Institute of Systems Science, Academia Sinica, Beijing
- % Interface:
- % much as the Groebner basis package:
- %
- % wu({x*y-a, x^y+y^2-b}, {x, y});
- %
- % uses Wu on the named polynomials with ordering on the variables x > y.
- % returns a list of pairs { characteristic set, initial }
- %
- % { {{a^2 - b*y^2 + y^4}, y} }
- %
- % The zeros of the input polynomials are the the union of the zeros of
- % the characteristic sets, subject to the initials being non-zero.
- % Thus the zeros of {x*y-a, x^y+y^2-b} are the zeros of
- % {a^2 - b*y^2 + y^4, a - x*y} subject to y neq 0.
- %
- % The switch
- %
- % on trwu;
- %
- % prints some tracing of the algorithm as it works, in particular the
- % choice of basic sets, and the computation of characteristic sets.
- % This package runs on Reduce 3.3.
- % Keywords: polynomial reduction characteristic set sets initial
- % ascending
- % chrstrem Wu
- % All improvements and bug fixes are welcomed!!
- % Possible bug fixes, improvements:
- % Should use distributed polys, then class is an integer;
- % rather than use union, use an insertion sort;
- % return a list of {{polys},{initials}};
- % fix pseudo divide for when there is a non-trivial content in the
- % remainder;
- % many opportunities for reusing data from a previous iteration, e.g.,
- % when a new polynomial added into a basic set is less than all
- % current members of the basic set, and they are reduced wrt it.
- % factor out monomials and numeric contents
- symbolic;
- fluid '(!*trwu !*trchrstrem wuvarlist!* kord!*);
- switch trwu, trchrstrem;
- procedure wuconstantp f;
- % A constant is a poly that does not involve any of the interesting
- % variables.
- domainp f or not memq(mvar f, wuvarlist!*);
- smacro procedure wuclass f;
- if wuconstantp f then nil else mvar f;
- smacro procedure wudeg f;
- if wuconstantp f then 0 else ldeg f;
- smacro procedure wuinitial f;
- if wuconstantp f then f else lc f;
- procedure wureducedpolysp(f, polylist);
- % if f reduced wrt the polys in polylist?
- null polylist or
- (wureducedp(f, car polylist) and wureducedpolysp(f, cdr polylist));
- procedure wureducedp(g, f);
- % is g reduced wrt f?
- wuconstantp f or
- wuconstantp g or
- deginvar(g, wuclass f) < ldeg f;
- procedure deginvar(f, x);
- % the degree of x in f
- if wuconstantp f then 0
- else if mvar f = x then ldeg f
- else begin scalar kord!*;
- kord!* := list x;
- f := reorder f;
- return if mvar f = x then ldeg f else 0
- end;
- % wukord* = '(x y a) means: all other symbols < x < y < a
- fluid '(wukord!*);
- procedure symbollessp(x, y);
- % an ordering on symbols: Cambs lisp and PSL orderp differ on nils
- if null y then nil
- else if null x then t
- else if wukord!* then wuorderp(x, y)
- else not orderp(x, y);
- procedure wuorderp(x, y);
- % an order on the symbols has been specified
- % return T if x < y
- % circumlocutions abound
- begin scalar kord, answ;
- if x eq y then return nil;
- kord := wukord!*;
- while kord and not answ do
- if x eq car kord
- then answ := if memq(y, cdr kord) then 'yes else 'no
- else if y eq car kord
- then answ := if memq(x, cdr kord) then 'no else 'yes
- else kord := cdr kord;
- return if answ then answ eq 'yes else not orderp(x, y)
- end;
- smacro procedure classlessp(c1, c2);
- % an order on classes, which are symbols in this implementation
- symbollessp(c1, c2);
- procedure wulessp(f, g);
- % standard forms f and g
- % a partial order
- classlessp(wuclass f, wuclass g) or
- (wuclass f = wuclass g and wudeg f < wudeg g);
- procedure wulessp!*(f, g);
- % as above, but use some arbitrary means to complete to a total order
- if wulessp(f, g) then t
- else if wulessp(g, f) then nil
- else totallessp(f, g);
- smacro procedure nil2zero f;
- f or 0;
- procedure totallessp(f, g);
- % a total order on polynomials
- totalcompare(f, g) = 'less;
- procedure totalcompare(f, g);
- % order f and g
- % horrid bit of code
- if f = g then 'equal
- else if wulessp(f, g) then 'less
- else if wulessp(g, f) then 'greater
- else if wuconstantp f then % and so wuconstantp g
- totalcompareconstants(f, g)
- else begin scalar answ;
- answ := totalcompare(lc f, lc g);
- if answ neq 'equal then return answ;
- return totalcompare(red f, red g)
- end;
- procedure totalcompareconstants(f, g);
- % order the constants f and g
- if f = g then 'equal
- else if domainp f then
- if domainp g then % Assumption of ints
- if nil2zero f < nil2zero g then 'less else 'greater
- else 'less
- else if domainp g then 'greater
- else begin scalar wukord!*, wuvarlist!*, answ;
- if symbollessp(mvar f, mvar g) then return 'less
- else if symbollessp(mvar g, mvar f) then return 'greater
- else answ := totalcompareconstants(lc f, lc g);
- if answ neq 'equal then return answ;
- return totalcompareconstants(red f, red g)
- end;
- procedure wusort polylist;
- % sort a list of polys into Wu order
- sort(polylist, 'wulessp!*);
- procedure collectvars polylist;
- % make a list of the variables appearing in the list of polys
- begin scalar varlist;
- varlist := for each poly in polylist conc collectpolyvars poly;
- return sort(union(varlist, nil), 'symbollessp)
- end;
- procedure collectpolyvars poly;
- collectpolyvarsaux(poly, nil);
- procedure collectpolyvarsaux(poly, sofar);
- if domainp poly then sofar
- else union(
- union(sofar, list mvar poly),
- union(collectpolyvarsaux(lc poly, nil),
- collectpolyvarsaux(red poly, nil)));
- procedure pickbasicset polylist;
- % find a basic set from the ordered list of polys
- begin scalar basicset;
- foreach var in wuvarlist!* do <<
- while polylist and symbollessp(mvar car polylist, var) do
- polylist := cdr polylist;
- while polylist and var = mvar car polylist and
- not wureducedpolysp(car polylist, basicset) do
- polylist := cdr polylist;
- if polylist and var = mvar car polylist then <<
- basicset := car polylist . basicset;
- polylist := cdr polylist
- >>
- >>;
- return reversip basicset
- end;
- procedure wupseudodivide(f, g, x);
- % not a true pseudo divide---multiply f by the smallest power
- % of lc g necessary to make a fraction-free division
- begin scalar origf, oldkord, lcoeff, degf, degg, answ, fudge;
- origf := f;
- oldkord := setkorder list x;
- f := reorder f;
- if wuconstantp f or mvar f neq x then <<
- setkorder oldkord;
- return nil . origf
- >>;
- g := reorder g;
- if wuconstantp g or mvar g neq x then <<
- f := multf(f, quotf(g, gcdf!*(lc f, g)));
- setkorder oldkord;
- return reorder f . nil
- >>;
- degf := ldeg f;
- degg := ldeg g;
- if degf - degg + 1 < 0 then <<
- setkorder oldkord;
- return nil . origf
- >>;
- lcoeff := lc g;
- lcoeff := exptf(lcoeff, degf - degg + 1);
- answ := qremf(multf(lcoeff, f), g);
- fudge := gcdf!*(gcdf!*(lcoeff, cdr answ), car answ);
- answ := quotf(car answ, fudge) . quotf(cdr answ, fudge);
- setkorder oldkord;
- return reorder car answ . reorder cdr answ;
- end;
- procedure simpwupseudodivide u;
- begin scalar f, g, x, answ;
- f := !*a2f car u;
- g := !*a2f cadr u;
- x := if cddr u then !*a2k caddr u else mvar f;
- answ := wupseudodivide(f, g, x);
- return list('list, mk!*sq !*f2q car answ,
- mk!*sq !*f2q cdr answ)
- end;
- put('wudiv, 'psopfn, 'simpwupseudodivide);
- procedure findremainder(f, polylist);
- % form the Wu-remainder of f wrt those polys in polylist
- << foreach poly in polylist do
- f := cdr wupseudodivide(f, poly, mvar poly);
- f
- >>;
- procedure prin2t!* u;
- % a useful procedure
- << prin2!* u;
- terpri!* t
- >>;
- procedure chrstrem polylist;
- % polylist a list of polynomials, to be Wu'd
- % horrible circumlocutions here
- begin scalar revbasicset, pols, rem, remainders;
- if !*trwu or !*trchrstrem then <<
- terpri!* t;
- prin2t!* "--------------------------------------------------------";
- >>;
- repeat <<
- polylist := wusort polylist;
- if !*trwu or !*trchrstrem then <<
- prin2t!* "The new pol-set in ascending order is";
- foreach poly in polylist do printsf poly;
- terpri!* t;
- >>;
- if wuconstantp car polylist then <<
- if !*trwu then prin2t!* "which is trivially trivial";
- remainders := 'inconsistent;
- revbasicset := list 1;
- >>
- else <<
- remainders := nil;
- % Keep in reverse order.
- revbasicset := reversip pickbasicset polylist;
- >>;
- if !*trwu and null remainders then <<
- prin2t!* "A basic set is";
- foreach poly in reverse revbasicset do printsf poly;
- terpri!* t;
- >>;
- pols := setdiff(polylist, revbasicset);
- foreach poly in pols do
- if remainders neq 'inconsistent then <<
- if !*trwu then <<
- prin2!* "The remainder of ";
- printsf poly;
- prin2!* "wrt the basic set is "
- >>;
- rem := findremainder(poly, revbasicset);
- if !*trwu then <<
- printsf rem;
- >>;
- if rem then
- if wuconstantp rem then <<
- remainders := 'inconsistent;
- if !*trwu then <<
- prin2t "which is a non-zero constant, and so";
- prin2t "the equations are inconsistent."
- >>
- >>
- else remainders := union(list absf rem, remainders);
- >>;
- if remainders and remainders neq 'inconsistent then
- polylist := append(polylist, remainders)
- >> until null remainders or remainders = 'inconsistent;
- if remainders = 'inconsistent then revbasicset := list 1;
- if !*trwu or !*trchrstrem then <<
- terpri!* t;terpri!* t;
- prin2t!* "The final characteristic set is:";
- foreach poly in reverse revbasicset do printsf poly
- >>;
- return reversip foreach poly in revbasicset collect absf poly
- end;
- procedure simpchrstrem u;
- begin scalar answ, polylist, wuvarlist!*;
- polylist := foreach f in u collect !*a2f f;
- wuvarlist!* := colectvars polylist;
- answ := chrstrem polylist;
- return 'list . foreach f in answ collect mk!*sq !*f2q f;
- end;
- put('chrstrem, 'psopfn, 'simpchrstrem);
- procedure wu(polylist, varlist);
- % Do the Wu algorithm.
- % Vars in varlist arranged in increasing order.
- % Return (((poly, poly, ... ) . initial) ... ), a list of characteristic
- % sets dotted onto the product of their initials.
- % Very parallelizable.
- begin scalar stufftodo, answ, polset, chrset, initialset, initial,
- wuvarlist!*;
- stufftodo := list delete(nil,
- union(foreach poly in polylist collect absf poly,
- nil));
- if null car stufftodo then <<
- if !*trwu then prin2t!* "trivial CHS";
- return list(list nil . 1);
- >>;
- if null varlist then <<
- if !*trwu then prin2t!* "trivial CHS";
- return list(list 1 . 1);
- >>;
- wuvarlist!* := varlist;
- while stufftodo do <<
- polset := wusort car stufftodo;
- stufftodo := cdr stufftodo;
- chrset := chrstrem polset;
- if chrset neq '(1) then <<
- initialset := foreach pol in chrset collect wuinitial pol;
- initial := 1;
- foreach pol in initialset do initial := multf(initial, pol);
- if !*trwu then <<
- prin2!* "with initial ";
- printsf initial;
- >>;
- if member(initial, chrset) then <<
- if !*trwu then prin2t!*
- "which we discard, as the initial is a member of the CHS";
- >>
- else answ := union(list(chrset . initial), answ);
- foreach initial in initialset do
- if not wuconstantp initial then <<
- if member(initial, polset) then <<
- prin2t!*
- "*** Something awry: the initial is a member of the polset";
- answ := union(list(polset . 1), answ) % unsure of this one.
- >>
- else stufftodo := union(list wusort(initial . polset),
- stufftodo)
- >>
- >>
- >>;
- if null answ then answ := list(list 1 . 1);
- if !*trwu then <<
- terpri!* t;terpri!* t;
- prin2t!* "--------------------------------------------------------";
- prin2t!* "Final result:";
- foreach zset in answ do <<
- prin2t!* "Ascending set";
- foreach f in car zset do printsf f;
- prin2!* "with initial ";
- printsf cdr zset;
- terpri!* t
- >>
- >>;
- return answ;
- end;
- procedure simpwu u;
- % rebind kord* to reflect the wu order of kernels
- begin scalar pols, vars, oldkord, answ, nargs;
- nargs := length u;
- if nargs = 0 or nargs > 2 then
- rederr "Wu called with wrong number of arguments";
- pols := aeval car u;
- if nargs = 2 then vars := aeval cadr u;
- if (nargs = 1 and not eqcar(pols, 'list)) or
- (nargs = 2 and not eqcar(vars, 'list)) then
- rederr "Wu: syntax wu({poly, ...}) or wu({poly, ...}, {var, ...})";
- oldkord := kord!*;
- if nargs = 1 then
- begin scalar kord!*, polset, vars;
- kord!* := if wukord!* then reverse wukord!* else oldkord;
- polset := foreach f in cdr pols collect reorder !*a2f f;
- vars := collectvars polset;
- if !*trwu then <<
- terpri!* t;
- prin2!* "Wu variables in decreasing order: ";
- foreach id in reverse vars do <<
- prin2!* id;
- prin2!* " "
- >>;
- terpri!* t
- >>;
- answ := wu(polset, vars)
- end
- else % nargs = 2
- begin scalar kord!*, polset, wukord!*;
- kord!* := foreach k in cdr vars collect !*a2k k;
- wukord!* := reverse kord!*;
- polset := foreach f in cdr pols collect reorder !*a2f f;
- answ := wu(polset, wukord!*)
- end;
- return 'list . foreach zset in answ collect
- 'list . list('list . foreach f in car zset collect
- mk!*sq !*f2q absf reorder f,
- mk!*sq !*f2q absf reorder cdr zset)
- end;
- put('wu, 'psopfn, 'simpwu);
- remprop('wu, 'number!-of!-args);
- %procedure wukord u;
- %% hack to specify order of kernels in Wu
- %% wukord a,y,x => other kernels < a < y < x
- % wukord!* := if u = '(nil) then nil
- % else foreach x in u collect !*a2k x;
- %
- %rlistat '(wukord);
- algebraic;
- endmodule;
- end;
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