459 lines
9.1 KiB
Prolog
459 lines
9.1 KiB
Prolog
/*
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EMBLEM and SLIPCASE
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Copyright (c) 2011, Fabrizio Riguzzii, Nicola di Mauro and Elena Bellodi
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*/
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:- use_module(library(terms)).
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:- use_module(library(lists)).
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:- set_prolog_flag(discontiguous_warnings,on).
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:- set_prolog_flag(single_var_warnings,on).
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theory_revisions_op(Theory,TheoryRevs):-
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setof(RevOp, Theory^revise_theory(Theory,RevOp), TheoryRevs),!.
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theory_revisions_op(_Theory,[]).
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theory_revisions(Theory,TheoryRevs):-
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theory_revisions_op(Theory,TheoryRevs1),
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apply_operators(TheoryRevs1,Theory,TheoryRevs).
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apply_operators([],_Theory,[]).
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apply_operators([add(Rule)|RestOps],Theory,[NewTheory|RestTheory]) :-
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append(Theory, [Rule], NewTheory),
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apply_operators(RestOps,Theory,RestTheory).
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apply_operators([add_body(Rule1,Rule2,_A)|RestOps],Theory,[NewTheory|RestTheory]) :-
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delete_matching(Theory,Rule1,Theory1),
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append(Theory1, [Rule2], NewTheory),
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apply_operators(RestOps,Theory,RestTheory).
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apply_operators([remove_body(Rule1,Rule2,_A)|RestOps],Theory,[NewTheory|RestTheory]) :-
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delete_matching(Theory,Rule1,Theory1),
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append(Theory1, [Rule2], NewTheory),
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apply_operators(RestOps,Theory,RestTheory).
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apply_operators([add_head(Rule1,Rule2,_A)|RestOps],Theory,[NewTheory|RestTheory]) :-
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delete_matching(Theory,Rule1,Theory1),
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append(Theory1, [Rule2], NewTheory),
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apply_operators(RestOps,Theory,RestTheory).
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apply_operators([remove_head(Rule1,Rule2,_A)|RestOps],Theory,[NewTheory|RestTheory]) :-
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delete_matching(Theory,Rule1,Theory1),
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append(Theory1, [Rule2], NewTheory),
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apply_operators(RestOps,Theory,RestTheory).
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apply_operators([remove(Rule)|RestOps],Theory,[NewTheory|RestTheory]) :-
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delete_matching(Theory,Rule,NewTheory),
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apply_operators(RestOps,Theory,RestTheory).
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revise_theory(Theory,Ref):-
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specialize_theory(Theory,Ref).
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revise_theory(Theory,Ref):-
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generalize_theory(Theory,Ref).
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generalize_theory(Theory,Ref):-
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Theory \== [],
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choose_rule(Theory,Rule),
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generalize_rule(Rule,Ref).
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generalize_theory(Theory,Ref):-
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length(Theory,LT),
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setting(max_rules,MR),
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LT<MR,
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add_rule(Ref).
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generalize_rule(Rule,Ref):-
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generalize_head(Rule,Ref).
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generalize_rule(Rule,Ref):-
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generalize_body(Rule,Ref).
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add_rule(add(rule(ID,Head,[]))):-
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findall(HL , modeh(_,HL), HLS),
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length(HLS,L),
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L1 is L+1,
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P is 1/L1,
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generate_head(HLS,P,Head),
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get_next_rule_number(ID).
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generate_head([H|_T],_P,[H1:0.5,'':0.5]):-
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H=..[Pred|Args],
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take_const(Args,Args1),
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H1=..[Pred|Args1].
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generate_head([_H|T],P,Head):-
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generate_head(T,P,Head).
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take_const([],[]).
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take_const([+A|T],[_V|T1]):-
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atom(A),!,
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take_const(T,T1).
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take_const([-A|T],[_V|T1]):-
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atom(A),!,
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take_const(T,T1).
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take_const([A|T],[A|T1]):-
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take_const(T,T1).
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generalize_head(Rule,Ref):-
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Rule = rule(ID,LH,BL),
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generalize_head1(LH,LH1,NewAt),
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Ref = add_head(Rule,rule(ID,LH1,BL),NewAt).
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generalize_head1(LH,LH1,NH):-
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findall(HL , modeh(_,HL), HLS),
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generalize_head2(HLS,LH,LH1,NH).
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generalize_head2([X|_R],LH,LH1,PH) :-
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X =.. [P|A],
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length(A,LA),
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length(A1,LA),
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PH =.. [P|A1],
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\+ member(PH:_, LH),
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(setting(new_head_atoms_zero_prob,true)->
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delete_matching(LH,'':PNull,LH0),
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append(LH0,[PH:0.0,'':PNull],LH1)
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;
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length(LH,NH),
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add_to_head(LH,NH,PH,LH1)
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).
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generalize_head2([_X|R],LH,LH1) :-
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generalize_head2(R,LH,LH1).
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add_to_head(['':PN],NH,At,[At:PA,'':PN1]):-!,
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PN1 is PN*NH/(NH+1),
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PA is 1/(NH+1).
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add_to_head([H:PH|T],NH,At,[H:PH1|T1]):-
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PH1 is PH*NH/(NH+1),
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add_to_head(T,NH,At,T1).
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get_module_var(LH,Module):-
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member(H:_,LH),!,
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H=..[_F,Module|_].
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generalize_body(Rule,Ref):-
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Rule = rule(ID,LH,BL),
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delete_one(BL,BL1,A),
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remove_prob(LH,LH1),
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delete(LH1,'',LH2),
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linked_clause(BL1,LH2),
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Ref = remove_body(Rule,rule(ID,LH,BL1),A).
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specialize_theory(Theory,Ref):-
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Theory \== [],
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choose_rule(Theory,Rule),
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specialize_rule(Rule,SpecRule,Lit),
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Ref = add_body(Rule,SpecRule,Lit).
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specialize_rule(Rule,SpecRule,Lit):-
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findall(BL , modeb(_,BL), BLS),
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specialize_rule(BLS,Rule,SpecRule,Lit).
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specialize_rule([Lit|_RLit],Rule,SpecRul,SLit):-
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Rule = rule(ID,LH,BL),
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remove_prob(LH,LH1),
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append(LH1,BL,ALL),
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specialize_rule1(Lit,ALL,SLit),
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append(BL,[SLit],BL1),
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lookahead(SLit,LLit1),
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specailize_rule_la(LLit1,LH1,BL1,BL2),
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append(LH1,BL2,ALL2),
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extract_fancy_vars(ALL2,Vars1),
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length(Vars1,NV),
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setting(max_var,MV),
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NV=<MV,
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SpecRul = rule(ID,LH,BL2).
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specialize_rule([Lit|_RLit],Rule,SpecRul,SLit):-
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Rule = rule(ID,LH,BL),
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remove_prob(LH,LH1),
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append(LH1,BL,ALL),
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specialize_rule1(Lit,ALL,SLit),
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append(BL,[SLit],BL1),
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append(LH1,BL1,ALL1),
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extract_fancy_vars(ALL1,Vars1),
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length(Vars1,NV),
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setting(max_var,MV),
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NV=<MV,
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SpecRul = rule(ID,LH,BL1).
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specialize_rule([_|RLit],Rule,SpecRul,Lit):-
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specialize_rule(RLit,Rule,SpecRul,Lit).
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specailize_rule_la([],_LH1,BL1,BL1).
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specailize_rule_la([Lit1|T],LH1,BL1,BL3):-
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copy_term(Lit1,Lit2),
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modeb(_,Lit2),
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append(LH1,BL1,ALL1),
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specialize_rule1(Lit2,ALL1,SLit1),
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append(BL1,[SLit1],BL2),
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specailize_rule_la(T,LH1,BL2,BL3).
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remove_prob(['':_P],[]):-!.
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remove_prob([X:_],[X]):-!.
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remove_prob([X:_|R],[X|R1]):-
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remove_prob(R,R1).
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specialize_rule1(Lit,Lits,SpecLit):-
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Lit =.. [Pred|Args],
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exctract_type_vars(Lits,TypeVars0),
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remove_duplicates(TypeVars0,TypeVars),
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take_var_args(Args,TypeVars,Args1),
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SpecLit =.. [Pred|Args1],
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\+ member_eq(SpecLit,Lits).
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convert_to_input_vars([],[]):-!.
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convert_to_input_vars([+T|RT],[+T|RT1]):-
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!,
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convert_to_input_vars(RT,RT1).
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convert_to_input_vars([-T|RT],[+T|RT1]):-
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convert_to_input_vars(RT,RT1).
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member_eq(X,[Y|_List]) :-
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X == Y.
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member_eq(X,[_|List]) :-
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member_eq(X,List).
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remove_eq(X,[Y|R],R):-
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X == Y,
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!.
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remove_eq(X,[_|R],R1):-
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remove_eq(X,R,R1).
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linked_clause(X):-
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linked_clause(X,[]).
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linked_clause([],_).
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linked_clause([L|R],PrevLits):-
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term_variables(PrevLits,PrevVars),
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input_variables(L,InputVars),
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linked(InputVars,PrevVars),!,
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linked_clause(R,[L|PrevLits]).
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linked([],_).
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linked([X|R],L) :-
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member_eq(X,L),
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!,
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linked(R,L).
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input_variables(\+ LitM,InputVars):-
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!,
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LitM=..[P|Args],
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length(Args,LA),
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length(Args1,LA),
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Lit1=..[P|Args1],
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copy_term(LitM,Lit0),
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modeb(_,Lit1),
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Lit1 =.. [P|Args1],
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convert_to_input_vars(Args1,Args2),
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Lit2 =.. [P|Args2],
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input_vars(Lit0,Lit2,InputVars).
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input_variables(LitM,InputVars):-
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LitM=..[P|Args],
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length(Args,LA),
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length(Args1,LA),
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Lit1=..[P|Args1],
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modeb(_,Lit1),
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input_vars(LitM,Lit1,InputVars).
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input_variables(LitM,InputVars):-
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LitM=..[P|Args],
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length(Args,LA),
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length(Args1,LA),
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Lit1=..[P|Args1],
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modeh(_,Lit1),
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input_vars(LitM,Lit1,InputVars).
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input_vars(Lit,Lit1,InputVars):-
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Lit =.. [_|Vars],
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Lit1 =.. [_|Types],
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input_vars1(Vars,Types,InputVars).
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input_vars1([],_,[]).
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input_vars1([V|RV],[+_T|RT],[V|RV1]):-
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!,
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input_vars1(RV,RT,RV1).
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input_vars1([_V|RV],[_|RT],RV1):-
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input_vars1(RV,RT,RV1).
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exctract_type_vars([],[]).
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exctract_type_vars([Lit|RestLit],TypeVars):-
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Lit =.. [Pred|Args],
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length(Args,L),
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length(Args1,L),
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Lit1 =.. [Pred|Args1],
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take_mode(Lit1),
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type_vars(Args,Args1,Types),
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exctract_type_vars(RestLit,TypeVars0),
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!,
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append(Types,TypeVars0,TypeVars).
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take_mode(Lit):-
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modeh(_,Lit),!.
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take_mode(Lit):-
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modeb(_,Lit),!.
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take_mode(Lit):-
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mode(_,Lit),!.
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type_vars([],[],[]).
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type_vars([V|RV],[+T|RT],[V=T|RTV]):-
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!,
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type_vars(RV,RT,RTV).
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type_vars([V|RV],[-T|RT],[V=T|RTV]):-atom(T),!,
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type_vars(RV,RT,RTV).
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type_vars([_V|RV],[_T|RT],RTV):-
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type_vars(RV,RT,RTV).
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take_var_args([],_,[]).
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take_var_args([+T|RT],TypeVars,[V|RV]):-
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!,
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member(V=T,TypeVars),
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take_var_args(RT,TypeVars,RV).
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take_var_args([-T|RT],TypeVars,[_V|RV]):-
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atom(T),
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take_var_args(RT,TypeVars,RV).
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take_var_args([-T|RT],TypeVars,[V|RV]):-
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member(V=T,TypeVars),
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take_var_args(RT,TypeVars,RV).
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take_var_args([T|RT],TypeVars,[T|RV]):-
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T\= + _,(T\= - _; T= - A,number(A)),
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take_var_args(RT,TypeVars,RV).
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choose_rule(Theory,Rule):-
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member(Rule,Theory).
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add_rule(Theory,add(rule(ID,H,[]))):-
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new_id(ID),
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findall(HL , modeh(_,HL), HLS),
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length(HLS,NH),
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P is 1/(NH+1),
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add_probs(HLS,H,P),
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\+ member(rule(_,H,[]),Theory).
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add_rule(Theory,TheoryGen):-
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findall(HL , modeh(_,HL), HLS),
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add_rule(HLS,Theory,TheoryGen).
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add_rule([X|_R],Theory,TheoryGen) :-
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new_id(ID),
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X =.. [P|A],
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length(A,LA),
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length(A1,LA),
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PH =.. [P|A1],
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TheoryGen = add(rule(ID,[PH:0.5,'':0.5],[])),
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\+ member(rule(_,[PH:_,'':_],[]),Theory).
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add_rule([_X|R],Theory,TheoryGen) :-
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add_rule(R,Theory,TheoryGen).
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add_probs([],['':P],P):-!.
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add_probs([H|T],[H:P|T1],P):-
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add_probs(T,T1,P).
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extract_fancy_vars(List,Vars):-
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term_variables(List,Vars0),
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fancy_vars(Vars0,1,Vars).
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fancy_vars([],_,[]).
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fancy_vars([X|R],N,[NN2=X|R1]):-
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name(N,NN),
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append([86],NN,NN1),
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name(NN2,NN1),
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N1 is N + 1,
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fancy_vars(R,N1,R1).
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delete_one([X|R],R,X).
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delete_one([X|R],[X|R1],D):-
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delete_one(R,R1,D).
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remove_last([_X],[]) :-
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!.
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remove_last([X|R],[X|R1]):-
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remove_last(R,R1).
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delete_matching([],_El,[]).
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delete_matching([El|T],El,T1):-!,
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delete_matching(T,El,T1).
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delete_matching([H|T],El,[H|T1]):-
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delete_matching(T,El,T1).
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