:- module(bdd, [bdd_new/2, bdd_new/3, mtbdd_new/2, mtbdd_new/3, bdd_eval/2, mtbdd_eval/2, bdd_tree/2, bdd_to_probability_sum_product/2, bdd_close/1, mtbdd_close/1]). tell_warning :- print_message(warning,functionality(cudd)). :- catch(load_foreign_files([cudd], [], init_cudd),_,fail) -> true ; tell_warning. bdd_new(T, Bdd) :- term_variables(T, Vars), bdd_new(T, Vars, Bdd). bdd_new(T, Vars, cudd(M,X,VS,TrueVars)) :- term_variables(Vars, TrueVars), VS =.. [vs|TrueVars], findall(Manager-Cudd, set_bdd(T, VS, Manager, Cudd), [M-X]). set_bdd(T, VS, Manager, Cudd) :- numbervars(VS,0,_), ( ground(T) -> term_to_cudd(T,Manager,Cudd) ; writeln(throw(error(instantiation_error,T))) ). mtbdd_new(T, Mtbdd) :- term_variables(T, Vars), mtbdd_new(T, Vars, Mtbdd). mtbdd_new(T, Vars, add(M,X,VS,Vars)) :- VS =.. [vs|Vars], functor(VS,vs,Sz), findall(Manager-Cudd, (numbervars(VS,0,_),term_to_add(T,Sz,Manager,Cudd)), [M-X]). bdd_eval(cudd(M, X, Vars, _), Val) :- cudd_eval(M, X, Vars, Val). bdd_eval(add(M, X, Vars, _), Val) :- add_eval(M, X, Vars, Val). mtbdd_eval(add(M,X, Vars, _), Val) :- add_eval(M, X, Vars, Val). bdd_tree(cudd(M, X, Vars, _), bdd(Dir, Tree, Vars)) :- cudd_to_term(M, X, Vars, Dir, Tree). bdd_tree(add(M, X, Vars, _), mtbdd(Tree, Vars)) :- add_to_term(M, X, Vars, Tree). mtbdd_tree(add(M,X,Vars, _), mtbdd(Dir, Tree, Vars)) :- add_to_term(M, X, Vars, Dir, Tree). bdd_to_probability_sum_product(cudd(M,X,_,Probs), Prob) :- cudd_to_probability_sum_product(M, X, Probs, Prob). bdd_close(cudd(M,_,_Vars, _)) :- cudd_die(M). bdd_close(add(M,_,_Vars, _)) :- cudd_die(M). mtbdd_close(add(M,_,_Vars,_)) :- cudd_die(M). /* algorithm to compute probabilitie in Prolog */ bdd_to_sp(bdd(Dir, Tree, _Vars, IVars), Binds, Prob) :- findall(P, sp(Dir, Tree, IVars, Binds, P), [Prob]). sp(Dir, Tree, Vars, Vars, P) :- run_sp(Tree), fetch(Tree, Dir, P). run_sp([]). run_sp(pp(P,X,L,R).Tree) :- run_sp(Tree), P is X*L+(1-X)*R. run_sp(pn(P,X,L,R).Tree) :- run_sp(Tree), P is X*L+(1-X)*(1-R). fetch(pp(P,_,_,_)._Tree, 1, P). fetch(pp(P,_,_,_)._Tree, -1, N) :- N is 1-P. fetch(pn(P,_,_,_)._Tree, 1, P). fetch(pn(P,_,_,_)._Tree, -1, N) :- N is 1-P.