;;;;;;;;; ;; Nat ;; ;;;;;;;;; ;; Define Nat (: Nat Type) (: Z Nat) (: S (-> Nat Nat)) ;; Define <= (: <= (-> $a $a Bool)) (= (<= $x $y) (or (< $x $y) (== $x $y))) ;; Define cast functions between Nat and Number (: fromNumber (-> Number Nat)) (= (fromNumber $n) (if (<= $n 0) Z (S (fromNumber (- $n 1))))) (: fromNat (-> Nat Number)) (= (fromNat Z) 0) (= (fromNat (S $k)) (+ 1 (fromNat $k))) ;;;;;;;;;;;; ;; Entail ;; ;;;;;;;;;;;; ! "=== Entail ===" ;; Foward chainer (: fc_entail (-> Atom (-> Atom) (-> Atom) Nat Atom)) ;; Base case (= (fc_entail (⊢ $premise) $kb $rb $depth) (⊢ $premise)) ;; Recursive steps (= (fc_entail (⊢ $premise1) $kb $rb (S $k)) (let* (((⊢ $premise1 $premise2 $conclusion) ($rb)) ((⊢ $premise2) ($kb))) (fc_entail (⊢ $conclusion) $kb $rb $k))) (= (fc_entail (⊢ $premise2) $kb $rb (S $k)) (let* (((⊢ $premise1 $premise2 $conclusion) ($rb)) ((⊢ $premise1) ($kb))) (fc_entail (⊢ $conclusion) $kb $rb $k))) ;; Knowledge base (: kb_entail (-> Atom)) (= (kb_entail) (superpose ((⊢ (→ A B)) (⊢ (→ B C)) (⊢ A)))) ;; Rule base (: rb_entail (-> Atom)) (= (rb_entail) (⊢ ;; Premises (→ $p $q) $p ;; Conclusion $q)) ;; Test forward chainer !(assertEqualToResult (fc_entail (⊢ A) kb_entail rb_entail (fromNumber 2)) ((⊢ A) (⊢ B) (⊢ C))) !(assertEqualToResult (fc_entail (⊢ (→ A B)) kb_entail rb_entail (fromNumber 2)) ((⊢ (→ A B)) (⊢ B) (⊢ C))) ;; !(fc_entail (⊢ (→ $x $y)) kb_entail rb_entail (fromNumber 2)) !(assertEqualToResult (let (⊢ (→ $x $y)) (kb_entail) (fc_entail (⊢ (→ $x $y)) kb_entail rb_entail (fromNumber 2))) ((⊢ (→ A B)) (⊢ B) (⊢ C) (⊢ (→ B C)))) ;;;;;;;;;;;;;;;;; ;; Bare Entail ;; ;;;;;;;;;;;;;;;;; ;; Variant of entail where ⊢ is not wrapped around the knowledge base. ! "=== Bare Entail ===" ;; Foward chainer (: fc_bare (-> Atom (-> Atom) (-> Atom) Nat Atom)) ;; Base case (= (fc_bare $premise $kb $rb $depth) $premise) ;; Recursive steps (= (fc_bare $premise1 $kb $rb (S $k)) (let* (((⊢ $premise1 $premise2 $conclusion) ($rb)) ($premise2 ($kb))) (fc_bare $conclusion $kb $rb $k))) (= (fc_bare $premise2 $kb $rb (S $k)) (let* (((⊢ $premise1 $premise2 $conclusion) ($rb)) ($premise1 ($kb))) (fc_bare $conclusion $kb $rb $k))) ;; Knowledge base (: kb_bare (-> Atom)) (= (kb_bare) (superpose ((→ A B) (→ B C) A))) ;; Rule base (: rb_bare (-> Atom)) (= (rb_bare) (⊢ ;; Premises (→ $p $q) $p ;; Conclusion $q)) ;; Test forward chainer !(assertEqualToResult (fc_bare A kb_bare rb_bare (fromNumber 2)) (A B C)) !(assertEqualToResult (fc_bare (→ A B) kb_bare rb_bare (fromNumber 2)) ((→ A B) B C)) !(assertEqualToResult (let (→ $x $y) (kb_bare) (fc_bare (→ $x $y) kb_bare rb_bare (fromNumber 2))) ((→ A B) B C (→ B C))) ;;;;;;;;;;;;;; ;; Equality ;; ;;;;;;;;;;;;;; ! "=== Equality ===" ;; Knowledge base (: kb_eq (-> Atom)) (= (kb_eq) (superpose ((→ A B) (→ B C) A))) ;; Forward chainer. The rule based is directly embedded in the ;; forward chainer function. (: fc_eq (-> Atom (-> Atom) Nat Atom)) ;; Base case (= (fc_eq $premise $kb $depth) $premise) ;; Recursive step (modus ponens) (= (fc_eq (→ $p $q) $kb (S $k)) (let $p (kb_eq) (fc_eq $q $kb $k))) (= (fc_eq $p $kb (S $k)) (let (→ $p $q) (kb_eq) (fc_eq $q $kb $k))) ;; Test forward chainer !(assertEqualToResult (fc_eq A kb_eq (fromNumber 2)) (A B C)) !(assertEqualToResult (fc_eq (→ A B) kb_eq (fromNumber 2)) ((→ A B) B C)) !(assertEqualToResult (let (→ $x $y) (kb_eq) (fc_eq (→ $x $y) kb_eq (fromNumber 2))) ((→ A B) B C (→ B C))) ;;;;;;;;;;;;;;;;;;;;;;; ;; Bare Entail Match ;; ;;;;;;;;;;;;;;;;;;;;;;; ;; Like bare entail but let is replaced by match ! "=== Bare Entail Match ===" ;; Knowledge base !(bind! &kb_bem (new-space)) !(add-atom &kb_bem (→ A B)) !(add-atom &kb_bem (→ B C)) !(add-atom &kb_bem A) ;; Rule base !(bind! &rb_bem (new-space)) !(add-atom &rb_bem (⊢ ;; Premises (→ $p $q) $p ;; Conclusion $q)) ;; Forward chainer (: fc_bem (-> Atom Nat Atom)) ;; Base case (= (fc_bem $premise $depth) $premise) ;; Recursive steps (= (fc_bem $premise1 (S $k)) (match &rb_bem (⊢ $premise1 $premise2 $conclusion) (match &kb_bem $premise2 (fc_bem $conclusion $k)))) (= (fc_bem $premise2 (S $k)) (match &rb_bem (⊢ $premise1 $premise2 $conclusion) (match &kb_bem $premise1 (fc_bem $conclusion $k)))) ;; Test forward chainer !(assertEqualToResult (fc_bem A (fromNumber 2)) (A B C)) !(assertEqualToResult (fc_bem (→ A B) (fromNumber 2)) ((→ A B) B C)) !(assertEqualToResult (match &kb_bem (→ $x $y) (fc_bem (→ $x $y) (fromNumber 2))) ((→ B C) (→ A B) B C)) ;;;;;;;;;;;;;;;;;;;; ;; Equality Match ;; ;;;;;;;;;;;;;;;;;;;; ;; Like equality but let is replaced by match ! "=== Equality Match ===" ;; Knowledge base !(bind! &kb_em (new-space)) !(add-atom &kb_em (→ A B)) !(add-atom &kb_em (→ B C)) !(add-atom &kb_em A) ;; Forward chainer. The rule based is directly embedded in the ;; forward chainer function. (: fc_em (-> Atom Nat Atom)) ;; Base case (= (fc_em $premise $depth) $premise) ;; Recursive step (modus ponens) (= (fc_em (→ $p $q) (S $k)) (match &kb_em $p (fc_em $q $k))) (= (fc_em $p (S $k)) (match &kb_em (→ $p $q) (fc_em $q $k))) ;; Test forward chainer !(assertEqualToResult (fc_em A (fromNumber 2)) (A B C)) !(assertEqualToResult (fc_em (→ A B) (fromNumber 2)) ((→ A B) B C)) !(assertEqualToResult (match &kb_em (→ $x $y) (fc_em (→ $x $y) (fromNumber 2))) ((→ A B) B C (→ B C))) ;;;;;;;;; ;; DTL ;; ;;;;;;;;; ! "=== DTL ===" ;; Foward chainer (: fc_dtl (-> Atom (-> Atom) (-> Atom) Nat Atom)) ;; Base case (= (fc_dtl (: $proof $premise) $kb $rb $depth) (: $proof $premise)) ;; Recursive steps (= (fc_dtl (: $proof1 $premise1) $kb $rb (S $k)) (let* (((: $ructor (-> $premise1 $premise2 $conclusion)) ($rb)) ((: $proof2 $premise2) ($kb))) (fc_dtl (: ($ructor $proof1 $proof2) $conclusion) $kb $rb $k))) (= (fc_dtl (: $proof2 $premise2) $kb $rb (S $k)) (let* (((: $ructor (-> $premise1 $premise2 $conclusion)) ($rb)) ((: $proof1 $premise1) ($kb))) (fc_dtl (: ($ructor $proof1 $proof2) $conclusion) $kb $rb $k))) ;; Knowledge base (: kb_dtl (-> Atom)) (= (kb_dtl) (superpose ((: ab (→ A B)) (: bc (→ B C)) (: a A)))) ;; Rule base (: rb_dtl (-> Atom)) (= (rb_dtl) (: ModusPonens (-> ;; Premises (→ $p $q) $p ;; Conclusion $q))) ;; Test forward chainer !(assertEqualToResult (fc_dtl (: a A) kb_dtl rb_dtl (fromNumber 2)) ((: a A) (: (ModusPonens ab a) B) (: (ModusPonens bc (ModusPonens ab a)) C))) !(assertEqualToResult (fc_dtl (: ab (→ A B)) kb_dtl rb_dtl (fromNumber 2)) ((: ab (→ A B)) (: (ModusPonens ab a) B) (: (ModusPonens bc (ModusPonens ab a)) C))) !(assertEqualToResult (let (: $prf (→ $x $y)) (kb_dtl) (fc_dtl (: $prf (→ $x $y)) kb_dtl rb_dtl (fromNumber 2))) ((: ab (→ A B)) (: (ModusPonens ab a) B) (: (ModusPonens bc (ModusPonens ab a)) C) (: bc (→ B C))))