(************************************************************************) (* * The Coq Proof Assistant / The Coq Development Team *) (* v * INRIA, CNRS and contributors - Copyright 1999-2019 *) (* absLe y x. Proof. intros x y n maj. split. - apply CRealLt_asym. exists n. destruct x as [xn caux], y as [yn cauy]; simpl. simpl in maj. unfold Qminus. rewrite Qopp_involutive. rewrite Qplus_comm. apply (Qlt_le_trans _ (xn (Pos.to_nat n) - Qabs (yn (Pos.to_nat n)))). apply maj. apply Qplus_le_r. rewrite <- (Qopp_involutive (yn (Pos.to_nat n))). apply Qopp_le_compat. rewrite Qabs_opp. apply Qle_Qabs. - apply CRealLt_asym. exists n. destruct x as [xn caux], y as [yn cauy]; simpl. simpl in maj. apply (Qlt_le_trans _ (xn (Pos.to_nat n) - Qabs (yn (Pos.to_nat n)))). apply maj. apply Qplus_le_r. apply Qopp_le_compat. apply Qle_Qabs. Qed. (* We use absLe in sort Prop rather than Set, to extract smaller programs. *) Definition Un_cv_mod (un : nat -> CReal) (l : CReal) : Set := forall p : positive, { n : nat | forall i:nat, le n i -> absLe (un i - l) (inject_Q (1#p)) }. Lemma Un_cv_mod_eq : forall (v u : nat -> CReal) (s : CReal), (forall n:nat, u n == v n) -> Un_cv_mod u s -> Un_cv_mod v s. Proof. intros v u s seq H1 p. specialize (H1 p) as [N H0]. exists N. intros. split. rewrite <- seq. apply H0. apply H. rewrite <- seq. apply H0. apply H. Qed. Definition Un_cauchy_mod (un : nat -> CReal) : Set := forall p : positive, { n : nat | forall i j:nat, le n i -> le n j -> absLe (un i - un j) (inject_Q (1#p)) }. (* Sharpen the archimedean property : constructive versions of the usual floor and ceiling functions. *) Definition Rfloor (a : CReal) : { p : Z & inject_Q (p#1) < a < inject_Q (p#1) + 2 }. Proof. destruct (CRealArchimedean a) as [n [H H0]]. exists (n-2)%Z. split. - setoid_replace (n - 2 # 1)%Q with ((n#1) + - 2)%Q. rewrite inject_Q_plus, (opp_inject_Q 2). apply (CReal_plus_lt_reg_r 2). ring_simplify. rewrite CReal_plus_comm. exact H0. rewrite Qinv_plus_distr. reflexivity. - setoid_replace (n - 2 # 1)%Q with ((n#1) + - 2)%Q. rewrite inject_Q_plus, (opp_inject_Q 2). ring_simplify. exact H. rewrite Qinv_plus_distr. reflexivity. Defined. (* A point in an archimedean field is the limit of a sequence of rational numbers (n maps to the q between a and a+1/n). This will yield a maximum archimedean field, which is the field of real numbers. *) Definition FQ_dense (a b : CReal) : a < b -> { q : Q & a < inject_Q q < b }. Proof. intros H. assert (0 < b - a) as epsPos. { apply (CReal_plus_lt_compat_l (-a)) in H. rewrite CReal_plus_opp_l, CReal_plus_comm in H. apply H. } pose proof (Rup_pos ((/(b-a)) (inr epsPos))) as [n maj]. destruct (Rfloor (inject_Q (2 * Z.pos n # 1) * b)) as [p maj2]. exists (p # (2*n))%Q. split. - apply (CReal_lt_trans a (b - inject_Q (1 # n))). apply (CReal_plus_lt_reg_r (inject_Q (1#n))). unfold CReal_minus. rewrite CReal_plus_assoc. rewrite CReal_plus_opp_l. rewrite CReal_plus_0_r. apply (CReal_plus_lt_reg_l (-a)). rewrite <- CReal_plus_assoc, CReal_plus_opp_l, CReal_plus_0_l. rewrite CReal_plus_comm. apply (CReal_mult_lt_reg_l (inject_Q (Z.pos n # 1))). apply inject_Q_lt. reflexivity. rewrite <- inject_Q_mult. setoid_replace ((Z.pos n # 1) * (1 # n))%Q with 1%Q. apply (CReal_mult_lt_compat_l (b-a)) in maj. rewrite CReal_inv_r, CReal_mult_comm in maj. exact maj. exact epsPos. unfold Qeq; simpl. do 2 rewrite Pos.mul_1_r. reflexivity. apply (CReal_plus_lt_reg_r (inject_Q (1 # n))). unfold CReal_minus. rewrite CReal_plus_assoc, CReal_plus_opp_l. rewrite CReal_plus_0_r. rewrite <- inject_Q_plus. destruct maj2 as [_ maj2]. setoid_replace ((p # 2 * n) + (1 # n))%Q with ((p + 2 # 2 * n))%Q. apply (CReal_mult_lt_reg_r (inject_Q (Z.pos (2 * n) # 1))). apply inject_Q_lt. reflexivity. rewrite <- inject_Q_mult. setoid_replace ((p + 2 # 2 * n) * (Z.pos (2 * n) # 1))%Q with ((p#1) + 2)%Q. rewrite inject_Q_plus. rewrite Pos2Z.inj_mul. rewrite CReal_mult_comm. exact maj2. unfold Qeq; simpl. rewrite Pos.mul_1_r, Z.mul_1_r. ring. setoid_replace (1#n)%Q with (2#2*n)%Q. 2: reflexivity. apply Qinv_plus_distr. - destruct maj2 as [maj2 _]. apply (CReal_mult_lt_reg_r (inject_Q (Z.pos (2 * n) # 1))). apply inject_Q_lt. reflexivity. rewrite <- inject_Q_mult. setoid_replace ((p # 2 * n) * (Z.pos (2 * n) # 1))%Q with ((p#1))%Q. rewrite CReal_mult_comm. exact maj2. unfold Qeq; simpl. rewrite Pos.mul_1_r, Z.mul_1_r. reflexivity. Qed. Definition RQ_limit : forall (x : CReal) (n:nat), { q:Q & x < inject_Q q < x + inject_Q (1 # Pos.of_nat n) }. Proof. intros x n. apply (FQ_dense x (x + inject_Q (1 # Pos.of_nat n))). rewrite <- (CReal_plus_0_r x). rewrite CReal_plus_assoc. apply CReal_plus_lt_compat_l. rewrite CReal_plus_0_l. apply inject_Q_lt. reflexivity. Qed. Definition Un_cauchy_Q (xn : nat -> Q) : Set := forall n : positive, { k : nat | forall p q : nat, le k p -> le k q -> Qle (-(1#n)) (xn p - xn q) /\ Qle (xn p - xn q) (1#n) }. Lemma Rdiag_cauchy_sequence : forall (xn : nat -> CReal), Un_cauchy_mod xn -> Un_cauchy_Q (fun n:nat => let (l,_) := RQ_limit (xn n) n in l). Proof. intros xn H p. specialize (H (2 * p)%positive) as [k cv]. exists (max k (2 * Pos.to_nat p)). intros. specialize (cv p0 q). destruct cv. apply (le_trans _ (Init.Nat.max k (2 * Pos.to_nat p))). apply Nat.le_max_l. apply H. apply (le_trans _ (Init.Nat.max k (2 * Pos.to_nat p))). apply Nat.le_max_l. apply H0. split. - apply le_inject_Q. unfold Qminus. apply (CReal_le_trans _ (xn p0 - (xn q + inject_Q (1 # 2 * p)))). + unfold CReal_minus. rewrite CReal_opp_plus_distr. rewrite <- CReal_plus_assoc. apply (CReal_plus_le_reg_r (inject_Q (1 # 2 * p))). rewrite CReal_plus_assoc. rewrite CReal_plus_opp_l. rewrite CReal_plus_0_r. rewrite <- inject_Q_plus. setoid_replace (- (1 # p) + (1 # 2 * p))%Q with (- (1 # 2 * p))%Q. rewrite opp_inject_Q. exact H1. rewrite Qplus_comm. setoid_replace (1#p)%Q with (2 # 2 *p)%Q. rewrite Qinv_minus_distr. reflexivity. reflexivity. + rewrite inject_Q_plus. apply CReal_plus_le_compat. apply CRealLt_asym. destruct (RQ_limit (xn p0) p0); simpl. apply p1. apply CRealLt_asym. destruct (RQ_limit (xn q) q); unfold proj1_sig. rewrite opp_inject_Q. apply CReal_opp_gt_lt_contravar. apply (CReal_lt_le_trans _ (xn q + inject_Q (1 # Pos.of_nat q))). apply p1. apply CReal_plus_le_compat_l. apply inject_Q_le. apply Z2Nat.inj_le. discriminate. discriminate. simpl. assert ((Pos.to_nat p~0 <= q)%nat). { apply (le_trans _ (Init.Nat.max k (2 * Pos.to_nat p))). 2: apply H0. replace (p~0)%positive with (2*p)%positive. 2: reflexivity. rewrite Pos2Nat.inj_mul. apply Nat.le_max_r. } rewrite Nat2Pos.id. apply H3. intro abs. subst q. inversion H3. pose proof (Pos2Nat.is_pos (p~0)). rewrite H5 in H4. inversion H4. - apply le_inject_Q. unfold Qminus. apply (CReal_le_trans _ (xn p0 + inject_Q (1 # 2 * p) - xn q)). + rewrite inject_Q_plus. apply CReal_plus_le_compat. apply CRealLt_asym. destruct (RQ_limit (xn p0) p0); unfold proj1_sig. apply (CReal_lt_le_trans _ (xn p0 + inject_Q (1 # Pos.of_nat p0))). apply p1. apply CReal_plus_le_compat_l. apply inject_Q_le. apply Z2Nat.inj_le. discriminate. discriminate. simpl. assert ((Pos.to_nat p~0 <= p0)%nat). { apply (le_trans _ (Init.Nat.max k (2 * Pos.to_nat p))). 2: apply H. replace (p~0)%positive with (2*p)%positive. 2: reflexivity. rewrite Pos2Nat.inj_mul. apply Nat.le_max_r. } rewrite Nat2Pos.id. apply H3. intro abs. subst p0. inversion H3. pose proof (Pos2Nat.is_pos (p~0)). rewrite H5 in H4. inversion H4. apply CRealLt_asym. rewrite opp_inject_Q. apply CReal_opp_gt_lt_contravar. destruct (RQ_limit (xn q) q); simpl. apply p1. + unfold CReal_minus. rewrite (CReal_plus_comm (xn p0)). rewrite CReal_plus_assoc. apply (CReal_plus_le_reg_l (- inject_Q (1 # 2 * p))). rewrite <- CReal_plus_assoc. rewrite CReal_plus_opp_l. rewrite CReal_plus_0_l. rewrite <- opp_inject_Q. rewrite <- inject_Q_plus. setoid_replace (- (1 # 2 * p) + (1 # p))%Q with (1 # 2 * p)%Q. exact H2. rewrite Qplus_comm. setoid_replace (1#p)%Q with (2 # 2*p)%Q. rewrite Qinv_minus_distr. reflexivity. reflexivity. Qed. Lemma doubleLeCovariant : forall a b c d e f : CReal, a == b -> c == d -> e == f -> (a <= c <= e) -> (b <= d <= f). Proof. split. rewrite <- H. rewrite <- H0. apply H2. rewrite <- H0. rewrite <- H1. apply H2. Qed. (* An element of CReal is a Cauchy sequence of rational numbers, show that it converges to itself in CReal. *) Lemma CReal_cv_self : forall (qn : nat -> Q) (x : CReal) (cvmod : positive -> nat), QSeqEquiv qn (fun n => proj1_sig x n) cvmod -> Un_cv_mod (fun n => inject_Q (qn n)) x. Proof. intros qn x cvmod H p. specialize (H (2*p)%positive). exists (cvmod (2*p)%positive). intros p0 H0. unfold absLe, CReal_minus. apply (doubleLeCovariant (-inject_Q (1#p)) _ (inject_Q (qn p0) - x) _ (inject_Q (1#p))). reflexivity. reflexivity. reflexivity. apply (CReal_absSmall _ _ (Pos.max (4 * p)%positive (Pos.of_nat (cvmod (2 * p)%positive)))). setoid_replace (proj1_sig (inject_Q (1 # p)) (Pos.to_nat (Pos.max (4 * p) (Pos.of_nat (cvmod (2 * p)%positive))))) with (1 # p)%Q. 2: reflexivity. setoid_replace (proj1_sig (CReal_plus (inject_Q (qn p0)) (CReal_opp x)) (Pos.to_nat (Pos.max (4 * p) (Pos.of_nat (cvmod (2 * p)%positive))))) with (qn p0 - proj1_sig x (2 * (Pos.to_nat (Pos.max (4 * p) (Pos.of_nat (cvmod (2 * p)%positive)))))%nat)%Q. 2: destruct x; reflexivity. apply (Qle_lt_trans _ (1 # 2 * p)). unfold Qle; simpl. rewrite Pos2Z.inj_max. apply Z.le_max_l. rewrite <- (Qplus_lt_r _ _ (Qabs (qn p0 - proj1_sig x (2 * Pos.to_nat (Pos.max (4 * p) (Pos.of_nat (cvmod (2 * p)%positive))))%nat) -(1#2*p))). ring_simplify. setoid_replace (-1 * (1 # 2 * p) + (1 # p))%Q with (1 # 2 * p)%Q. apply H. apply H0. rewrite Pos2Nat.inj_max. apply (le_trans _ (1 * Nat.max (Pos.to_nat (4 * p)) (Pos.to_nat (Pos.of_nat (cvmod (2 * p)%positive))))). destruct (cvmod (2*p)%positive). apply le_0_n. rewrite mult_1_l. rewrite Nat2Pos.id. 2: discriminate. apply Nat.le_max_r. apply Nat.mul_le_mono_nonneg_r. apply le_0_n. auto. setoid_replace (1 # p)%Q with (2 # 2 * p)%Q. rewrite Qplus_comm. rewrite Qinv_minus_distr. reflexivity. reflexivity. Qed. Lemma Un_cv_extens : forall (xn yn : nat -> CReal) (l : CReal), Un_cv_mod xn l -> (forall n : nat, xn n == yn n) -> Un_cv_mod yn l. Proof. intros. intro p. destruct (H p) as [n cv]. exists n. intros. unfold absLe, CReal_minus. split; rewrite <- (H0 i); apply cv; apply H1. Qed. (* Q is dense in Archimedean fields, so all real numbers are limits of rational sequences. The biggest computable such field has all rational limits. *) Lemma R_has_all_rational_limits : forall qn : nat -> Q, Un_cauchy_Q qn -> { r : CReal & Un_cv_mod (fun n:nat => inject_Q (qn n)) r }. Proof. (* qn is an element of CReal. Show that inject_Q qn converges to it in CReal. *) intros. destruct (standard_modulus qn (fun p => proj1_sig (H (Pos.succ p)))). - intros p n k H0 H1. destruct (H (Pos.succ p)%positive) as [x a]; simpl in H0,H1. specialize (a n k H0 H1). apply (Qle_lt_trans _ (1#Pos.succ p)). apply Qabs_Qle_condition. exact a. apply Pos2Z.pos_lt_pos. simpl. apply Pos.lt_succ_diag_r. - exists (exist _ (fun n : nat => qn (increasing_modulus (fun p : positive => proj1_sig (H (Pos.succ p))) n)) H0). apply (CReal_cv_self qn (exist _ (fun n : nat => qn (increasing_modulus (fun p : positive => proj1_sig (H (Pos.succ p))) n)) H0) (fun p : positive => Init.Nat.max (proj1_sig (H (Pos.succ p))) (Pos.to_nat p))). apply H1. Qed. Lemma Rcauchy_complete : forall (xn : nat -> CReal), Un_cauchy_mod xn -> { l : CReal & Un_cv_mod xn l }. Proof. intros xn cau. destruct (R_has_all_rational_limits (fun n => let (l,_) := RQ_limit (xn n) n in l) (Rdiag_cauchy_sequence xn cau)) as [l cv]. exists l. intro p. specialize (cv (2*p)%positive) as [k cv]. exists (max k (2 * Pos.to_nat p)). intros p0 H. specialize (cv p0). destruct cv as [H0 H1]. apply (le_trans _ (max k (2 * Pos.to_nat p))). apply Nat.le_max_l. apply H. destruct (RQ_limit (xn p0) p0) as [q maj]; unfold proj1_sig in H0,H1. split. - apply (CReal_le_trans _ (inject_Q q - inject_Q (1 # 2 * p) - l)). + unfold CReal_minus. rewrite (CReal_plus_comm (inject_Q q)). apply (CReal_plus_le_reg_l (inject_Q (1 # 2 * p))). ring_simplify. unfold CReal_minus. rewrite <- opp_inject_Q. rewrite <- inject_Q_plus. setoid_replace ((1 # 2 * p) + - (1 # p))%Q with (-(1#2*p))%Q. rewrite opp_inject_Q. apply H0. setoid_replace (1#p)%Q with (2 # 2*p)%Q. rewrite Qinv_minus_distr. reflexivity. reflexivity. + unfold CReal_minus. do 2 rewrite <- (CReal_plus_comm (-l)). apply CReal_plus_le_compat_l. apply (CReal_plus_le_reg_r (inject_Q (1 # 2 * p))). ring_simplify. rewrite CReal_plus_comm. apply (CReal_le_trans _ (xn p0 + inject_Q (1 # Pos.of_nat p0))). apply CRealLt_asym, maj. apply CReal_plus_le_compat_l. apply inject_Q_le. apply Z2Nat.inj_le. discriminate. discriminate. simpl. assert ((Pos.to_nat p~0 <= p0)%nat). { apply (le_trans _ (Init.Nat.max k (2 * Pos.to_nat p))). 2: apply H. replace (p~0)%positive with (2*p)%positive. 2: reflexivity. rewrite Pos2Nat.inj_mul. apply Nat.le_max_r. } rewrite Nat2Pos.id. apply H2. intro abs. subst p0. inversion H2. pose proof (Pos2Nat.is_pos (p~0)). rewrite H4 in H3. inversion H3. - apply (CReal_le_trans _ (inject_Q q - l)). + unfold CReal_minus. do 2 rewrite <- (CReal_plus_comm (-l)). apply CReal_plus_le_compat_l. apply CRealLt_asym, maj. + apply (CReal_le_trans _ (inject_Q (1 # 2 * p))). apply H1. apply inject_Q_le. rewrite <- Qplus_0_r. setoid_replace (1#p)%Q with ((1#2*p)+(1#2*p))%Q. apply Qplus_le_r. discriminate. rewrite Qinv_plus_distr. reflexivity. Qed.