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Micaela Mayero
Numerical Analysis in Coq
Commits
4abd489e
Commit
4abd489e
authored
3 years ago
by
François Clément
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WIP: proofs of measurable_Borel_Rbar_eq_(l|g)(t|e).
Proofs of measurable_Rbar_*.
parent
730777b8
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Lebesgue/measurable_Rbar.v
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4abd489e
...
...
@@ -14,19 +14,13 @@ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
COPYING
file
for
more
details
.
*
)
From
Coq
Require
Import
(
*
Qreals
*
)
Reals
Lra
.
From
Coquelicot
Require
Import
Coquelicot
.
From
Coq
Require
Import
Qreals
Reals
Lra
.
From
Coquelicot
Require
Import
Hierarchy
Rbar
.
(
*
Require
Import
countable_sets
.
*
)
(
*
Require
Import
topo_bases_R
.
*
)
(
*
Require
Import
R_compl
.
*
)
Require
Import
Rbar_compl
.
Require
Import
UniformSpace_compl
.
Require
Import
Subset
Subset_seq
Subset_R
Subset_Rbar
.
Require
Import
Subset_system_base
Subset_system
measurable
measurable_R
.
Open
Scope
R_scope
.
Require
Import
nat_compl
countable_sets
R_compl
Rbar_compl
UniformSpace_compl
.
Require
Import
Subset
Subset_dec
Subset_seq
Subset_R
Subset_Rbar
.
Require
Import
Subset_system_base
Subset_system
.
Require
Import
measurable
measurable_R
.
Section
measurable_Rbar_Borel_Def
.
...
...
@@ -60,7 +54,7 @@ End measurable_Rbar_Borel_Def.
Section
measurable_Rbar_Borel_Facts
.
(
**
Preliminary
results
.
*
)
(
**
Preliminary
results
on
measurable_Borel_Rbar
.
*
)
Lemma
measurable_Borel_Rbar_ge
:
forall
b
,
measurable_Borel_Rbar
(
Rbar_ge
b
).
Proof
.
...
...
@@ -88,25 +82,16 @@ Proof.
intros
;
apply
measurable_Borel_closed
,
closed_Rbar_eq
.
Qed
.
(
**
Correctness
results
.
*
)
Lemma
measurable_Rbar_R_eq
:
measurable_Rbar_R
=
measurable_R_Rbar
.
Lemma
measurable_Borel_Rbar_oo
:
forall
a
b
,
measurable_Borel_Rbar
(
Rbar_oo
a
b
).
Proof
.
apply
Ext_equiv
;
split
;
intros
B
;
unfold
measurable_Rbar_R
.
(
*
*
)
generalize
(
Rbar_subset_correct
B
);
intros
HB
;
induction
HB
.
rewrite
down_up_id
;
apply
MRRb
;
easy
.
rewrite
down_up_m
;
apply
MRRb_m
;
easy
.
rewrite
down_up_p
;
apply
MRRb_p
;
easy
.
rewrite
down_up_mp
;
apply
MRRb_mp
;
easy
.
(
*
*
)
intros
HB
;
induction
HB
.
rewrite
down_up_id
;
easy
.
rewrite
down_up_m
;
easy
.
rewrite
down_up_p
;
easy
.
rewrite
down_up_mp
;
easy
.
intros
;
apply
measurable_inter
.
apply
measurable_Borel_Rbar_lt
.
apply
measurable_Borel_Rbar_gt
.
Qed
.
(
**
Preliminary
results
on
measurable_Rbar_R
.
*
)
Lemma
measurable_Rbar_R_open_R
:
Incl
open
(
fun
A
=>
measurable_Rbar_R
(
up_id
A
)).
Proof
.
...
...
@@ -120,8 +105,7 @@ unfold measurable_Rbar_R.
intros
A
B
HA
;
rewrite
down_union
;
apply
measurable_union
;
easy
.
Qed
.
Lemma
measurable_Rbar_R_gt
:
forall
a
,
measurable_Rbar_R
(
Rbar_gt
a
).
Lemma
measurable_Rbar_R_gt
:
forall
a
,
measurable_Rbar_R
(
Rbar_gt
a
).
Proof
.
unfold
measurable_Rbar_R
;
intros
a
;
destruct
a
.
rewrite
Rbar_gt_eq
,
down_up_m
;
apply
measurable_R_gt
.
...
...
@@ -129,8 +113,7 @@ rewrite Rbar_gt_p_eq, down_up_m; apply measurable_full.
apply
measurable_ext
with
emptyset
;
[
Rbar_interval_auto
|
apply
measurable_empty
].
Qed
.
Lemma
measurable_Rbar_R_lt
:
forall
a
,
measurable_Rbar_R
(
Rbar_lt
a
).
Lemma
measurable_Rbar_R_lt
:
forall
a
,
measurable_Rbar_R
(
Rbar_lt
a
).
Proof
.
unfold
measurable_Rbar_R
;
intros
a
;
destruct
a
.
rewrite
Rbar_lt_eq
,
down_up_p
;
apply
measurable_R_lt
.
...
...
@@ -175,13 +158,6 @@ apply measurable_Rbar_R_compl.
apply
measurable_Rbar_R_union_seq
.
Qed
.
Lemma
measurable_Rbar_R_Borel
:
Incl
measurable_Borel_Rbar
measurable_Rbar_R
.
Proof
.
apply
measurable_gen_lub_alt
.
apply
measurable_Rbar_R_is_sigma_algebra
.
apply
measurable_Rbar_R_open
.
Qed
.
Lemma
measurable_Borel_Rbar_R_up_id
:
forall
A
,
measurable_R
A
->
measurable_Borel_Rbar
(
up_id
A
).
Proof
.
...
...
@@ -223,6 +199,32 @@ apply measurable_Borel_Rbar_R_up_m; easy.
apply
measurable_Borel_Rbar_singleton
.
Qed
.
(
**
Correctness
results
.
*
)
Lemma
measurable_Rbar_R_eq
:
measurable_Rbar_R
=
measurable_R_Rbar
.
Proof
.
apply
Ext_equiv
;
split
;
intros
B
;
unfold
measurable_Rbar_R
.
(
*
*
)
generalize
(
Rbar_subset_correct
B
);
intros
HB
;
induction
HB
.
rewrite
down_up_id
;
apply
MRRb
;
easy
.
rewrite
down_up_m
;
apply
MRRb_m
;
easy
.
rewrite
down_up_p
;
apply
MRRb_p
;
easy
.
rewrite
down_up_mp
;
apply
MRRb_mp
;
easy
.
(
*
*
)
intros
HB
;
induction
HB
.
rewrite
down_up_id
;
easy
.
rewrite
down_up_m
;
easy
.
rewrite
down_up_p
;
easy
.
rewrite
down_up_mp
;
easy
.
Qed
.
Lemma
measurable_Rbar_R_Borel
:
Incl
measurable_Borel_Rbar
measurable_Rbar_R
.
Proof
.
apply
measurable_gen_lub_alt
.
apply
measurable_Rbar_R_is_sigma_algebra
.
apply
measurable_Rbar_R_open
.
Qed
.
Lemma
measurable_Borel_Rbar_R
:
Incl
measurable_R_Rbar
measurable_Borel_Rbar
.
Proof
.
intros
B
HB
;
induction
HB
as
[
A
HA
|
A
HA
|
A
HA
|
A
HA
].
...
...
@@ -250,59 +252,307 @@ End measurable_Rbar_Borel_Facts.
Section
gen_Rbar_Def
.
Inductive
gen_Rbar_ge
:
(
Rbar
->
Prop
)
->
Prop
:=
G
en_Rbar
_ge
:
forall
(
b
:
R
),
gen_Rbar_ge
(
Rbar_ge
b
).
G
Rb
_ge
:
forall
(
b
:
R
),
gen_Rbar_ge
(
Rbar_ge
b
).
Inductive
gen_Rbar_gt
:
(
Rbar
->
Prop
)
->
Prop
:=
G
en_Rbar
_gt
:
forall
(
b
:
R
),
gen_Rbar_gt
(
Rbar_gt
b
).
G
Rb
_gt
:
forall
(
b
:
R
),
gen_Rbar_gt
(
Rbar_gt
b
).
Inductive
gen_Rbar_le
:
(
Rbar
->
Prop
)
->
Prop
:=
G
en_Rbar
_le
:
forall
(
a
:
R
),
gen_Rbar_le
(
Rbar_le
a
).
G
Rb
_le
:
forall
(
a
:
R
),
gen_Rbar_le
(
Rbar_le
a
).
Inductive
gen_Rbar_lt
:
(
Rbar
->
Prop
)
->
Prop
:=
Gen_Rbar_lt
:
forall
(
a
:
R
),
gen_Rbar_lt
(
Rbar_lt
a
).
GRb_lt
:
forall
(
a
:
R
),
gen_Rbar_lt
(
Rbar_lt
a
).
Inductive
gen_Rbar_topo_basis
:
(
Rbar
->
Prop
)
->
Prop
:=
GRb_tb
:
forall
n
,
gen_Rbar_topo_basis
(
topo_basis_Rbar
n
).
End
gen_Rbar_Def
.
Section
measurable_Rbar
.
Section
gen_Rbar_Facts1
.
Variable
G
:
(
R
->
Prop
)
->
Prop
.
Inductive
Up_id_G
:
(
Rbar
->
Prop
)
->
Prop
:=
UG_id
:
forall
A
,
G
A
->
Up_id_G
(
up_id
A
).
Hypothesis
measurable_Up_id_G_singleton
:
forall
y
,
measurable
Up_id_G
(
singleton
y
).
Lemma
measurable_Rbar_gen_lub_up_id
:
Incl
(
measurable
G
)
(
fun
A
=>
measurable
Up_id_G
(
up_id
A
)).
Proof
.
intros
A
HA
;
induction
HA
as
[
A
HA
|
|
A
HA
|
A
HA1
HA2
].
apply
measurable_gen
;
easy
.
rewrite
up_id_empty
;
apply
measurable_empty
.
rewrite
up_id_compl
;
apply
measurable_compl
.
repeat
apply
measurable_union
;
easy
.
rewrite
up_id_union_seq
;
apply
measurable_union_seq
;
easy
.
Qed
.
Inductive
Up_mp_G
:
(
Rbar
->
Prop
)
->
Prop
:=
UG_mp
:
forall
A
,
G
A
->
Up_mp_G
(
up_mp
A
).
Hypothesis
measurable_Up_mp_G_singleton
:
forall
y
,
measurable
Up_mp_G
(
singleton
y
).
Lemma
measurable_Rbar_gen_lub_up_mp
:
Incl
(
measurable
G
)
(
fun
A
=>
measurable
Up_mp_G
(
up_mp
A
)).
Proof
.
intros
A
HA
;
induction
HA
as
[
A
HA
|
|
A
HA
|
A
HA1
HA2
].
apply
measurable_gen
;
easy
.
repeat
apply
measurable_union
;
try
easy
.
rewrite
up_id_empty
;
apply
measurable_empty
.
rewrite
up_mp_compl
;
apply
measurable_compl
.
apply
measurable_ext
with
(
diff
(
up_mp
A
)
(
pair
m_infty
p_infty
)).
Rbar_subset_full_unfold
;
intros
y
;
destruct
y
;
simpl
;
repeat
split
;
intros
;
try
easy
;
try
tauto
;
intros
Hy
;
destruct
Hy
;
easy
.
apply
measurable_diff
;
try
easy
.
apply
measurable_union
;
easy
.
rewrite
up_mp_union_seq
;
apply
measurable_union_seq
;
easy
.
Qed
.
End
gen_Rbar_Facts1
.
Section
gen_Rbar_Facts2
.
Variable
Gbar
:
(
Rbar
->
Prop
)
->
Prop
.
Inductive
Down_Gbar
:
(
R
->
Prop
)
->
Prop
:=
DGb
:
forall
B
,
Gbar
B
->
Down_Gbar
(
down
B
).
Lemma
measurable_Rbar_gen_lub_down
:
Incl
(
fun
B
=>
measurable
Down_Gbar
(
down
B
))
(
measurable
Gbar
).
Proof
.
intros
B
HB
.
destruct
(
in_dec
B
m_infty
)
as
[
Hm
|
Hm
],
(
in_dec
B
p_infty
)
as
[
Hp
|
Hp
].
rewrite
<-
up_mp_down
;
try
easy
.
Admitted
.
End
gen_Rbar_Facts2
.
Section
measurable_Borel_Rbar_eq
.
Lemma
measurable_Rbar_lt_Rbar_R
:
Incl
measurable_Rbar_R
(
measurable
gen_Rbar_lt
).
Proof
.
intros
B
HB
;
unfold
measurable_Rbar_R
in
HB
;
rewrite
measurable_R_eq_lt
in
HB
.
apply
measurable_Rbar_gen_lub_down
.
rewrite
(
Ext
(
Down_Gbar
gen_Rbar_lt
)
gen_R_lt
);
try
easy
.
clear
B
HB
;
intros
A
;
split
;
intros
HA
.
induction
HA
as
[
B
[
a
]];
easy
.
induction
HA
as
[
a
];
rewrite
(
subset_ext
_
(
down
(
Rbar_lt
a
)));
easy
.
Qed
.
Lemma
measurable_Rbar_lt_R_Rbar
:
Incl
measurable_R_Rbar
(
measurable
gen_Rbar_lt
).
Proof
.
intros
B
HB
;
induction
HB
as
[
A
HA
|
A
HA
|
A
HA
|
A
HA
];
rewrite
measurable_R_eq_lt
in
HA
.
Admitted
.
Lemma
measurable_Rbar_R_eq_lt
:
Lemma
measurable_Rbar_R_lt_alt
:
Incl
(
measurable
gen_Rbar_lt
)
measurable_Rbar_R
.
Proof
.
apply
measurable_gen_lub_alt
.
apply
measurable_Rbar_R_is_sigma_algebra
.
intros
B
HB
;
induction
HB
as
[
a
].
apply
measurable_ext
with
(
Rlt
a
);
try
easy
.
apply
measurable_R_lt
.
Qed
.
Lemma
measurable_Borel_Rbar_eq_lt
:
measurable_Borel_Rbar
=
measurable
gen_Rbar_lt
.
Proof
.
rewrite
<-
measurable_Rbar_R_correct
.
apply
Ext_equiv
;
split
;
intros
B
HB
.
apply
Ext_equiv
;
split
.
rewrite
<-
measurable_R_Rbar_correct
;
apply
measurable_Rbar_lt_R_Rbar
.
rewrite
<-
measurable_Rbar_R_correct
;
apply
measurable_Rbar_R_lt_alt
.
Qed
.
Lemma
gen_Rbar_topo_basis_empty
:
gen_Rbar_topo_basis
emptyset
.
Proof
.
pose
(
n
:=
bij_Q2N
(
0
,
0
)
%
Q
).
rewrite
subset_ext
with
(
B
:=
topo_basis_Rbar
(
2
*
n
+
1
)
%
nat
);
try
easy
.
unfold
topo_basis_Rbar
.
destruct
(
Even_Odd_dec
(
2
*
n
+
1
)
%
nat
)
as
[
Hn
|
Hn
].
destruct
(
Nat
.
Even_Odd_False
_
Hn
);
exists
n
;
easy
.
rewrite
Rbar_oo_diag_is_empty
;
easy
.
Qed
.
Lemma
measurable_Borel_Rbar_eq_topo_basis
:
measurable_Borel_Rbar
=
measurable
gen_Rbar_topo_basis
.
Proof
.
apply
measurable_Borel_gen_ext
;
intros
B
HB
.
(
*
*
)
unfold
measurable_Rbar_R
in
HB
.
admit
.
induction
HB
as
[
n
];
unfold
topo_basis_Rbar
.
destruct
(
Even_Odd_dec
n
).
destruct
(
Even_Odd_dec
(
Nat
.
div2
n
)).
apply
open_Rbar_lt
.
apply
open_Rbar_gt
.
apply
open_Rbar_intoo
.
(
*
*
)
destruct
(
Rbar_second_countable_alt
B
HB
)
as
[
P
HP
].
exists
(
fun
n
=>
inter
(
Prop_cst
(
P
n
))
(
topo_basis_Rbar
n
));
split
;
try
easy
.
subset_unfold
;
intros
n
;
case
(
in_dec
P
n
);
intros
Hn
.
rewrite
subset_ext
with
(
B
:=
topo_basis_Rbar
n
);
easy
.
rewrite
subset_ext
with
(
B
:=
emptyset
);
try
easy
.
apply
gen_Rbar_topo_basis_empty
.
Qed
.
Lemma
measurable_Rbar_lt_gt
:
forall
b
,
b
<>
m_infty
->
measurable
gen_Rbar_lt
(
Rbar_gt
b
).
Proof
.
Admitted
.
Lemma
measurable_Borel_Rbar_eq_lt
'
:
measurable_Borel_Rbar
=
measurable
gen_Rbar_lt
.
Proof
.
rewrite
measurable_Borel_Rbar_eq_topo_basis
.
apply
measurable_gen_ext
;
intros
B
HB
.
(
*
*
)
induction
HB
as
[
B
HB
|
|
B
HB1
HB2
|
B
HB1
HB2
].
induction
HB
;
apply
measurable_Rbar_R_lt
.
apply
measurable_Rbar_R_empty
.
apply
measurable_Rbar_R_compl
;
easy
.
apply
measurable_Rbar_R_union_seq
;
easy
.
induction
HB
as
[
n
];
unfold
topo_basis_Rbar
.
destruct
(
Even_Odd_dec
n
)
as
[
Hn1
|
Hn1
];
try
apply
measurable_inter
.
destruct
(
Even_Odd_dec
(
Nat
.
div2
n
))
as
[
Hn2
|
Hn2
].
1
,
3
:
apply
measurable_gen
;
easy
.
1
,
2
:
apply
measurable_Rbar_lt_gt
;
easy
.
(
*
*
)
induction
HB
as
[
a
].
apply
measurable_gen
.
Admitted
.
Lemma
measurable_Rbar_
R_
eq_
gt
:
measurable_Borel_Rbar
=
measurable
gen_Rbar_
gt
.
Lemma
measurable_
Borel_
Rbar_eq_
le
:
measurable_Borel_Rbar
=
measurable
gen_Rbar_
le
.
Proof
.
rewrite
measurable_Rbar_R_eq_lt
.
apply
measurable_gen_ext
;
intros
A
HA
;
induction
HA
.
Admitted
.
Lemma
measurable_
Rbar_ge_singleton
:
forall
y
,
measurable
gen_Rbar_g
e
(
singleton
y
)
.
Lemma
measurable_
Borel_Rbar_eq_gt
:
measurable_Borel_Rbar
=
measurable
gen_Rbar_g
t
.
Proof
.
Admitted
.
Lemma
measurable_Rbar_
R_
eq_ge
:
Lemma
measurable_
Borel_
Rbar_eq_ge
:
measurable_Borel_Rbar
=
measurable
gen_Rbar_ge
.
Proof
.
apply
Ext_equiv
;
split
;
intros
B
HB
.
(
*
*
)
rewrite
<-
measurable_Rbar_R_correct
in
HB
.
Admitted
.
Definition
gen_Rbar
:=
gen_Rbar_ge
.
End
measurable_Borel_Rbar_eq
.
Section
measurable_Rbar
.
Definition
gen_Rbar
:=
gen_Rbar_lt
.
Definition
measurable_Rbar
:=
measurable
gen_Rbar
.
Lemma
measurable_Rbar_eq_Borel
:
measurable_Rbar
=
measurable_Borel
.
Proof
.
unfold
measurable_Rbar
,
gen_Rbar
;
rewrite
<-
measurable_Borel_Rbar_eq_lt
;
easy
.
Qed
.
Lemma
measurable_Rbar_open
:
Incl
open
measurable_Rbar
.
Proof
.
rewrite
measurable_Rbar_eq_Borel
;
apply
measurable_Borel_open
.
Qed
.
Lemma
measurable_Rbar_closed
:
Incl
closed
measurable_Rbar
.
Proof
.
rewrite
measurable_Rbar_eq_Borel
;
apply
measurable_Borel_closed
.
Qed
.
Lemma
measurable_Rbar_singleton
:
forall
a
,
measurable_Rbar
(
singleton
a
).
Proof
.
rewrite
measurable_Rbar_eq_Borel
;
apply
measurable_Borel_Rbar_singleton
.
Qed
.
Lemma
measurable_Rbar_eq_le
:
measurable_Rbar
=
measurable
gen_Rbar_le
.
Proof
.
rewrite
<-
measurable_Borel_Rbar_eq_le
,
measurable_Borel_Rbar_eq_lt
;
easy
.
Qed
.
Lemma
measurable_Rbar_eq_gt
:
measurable_Rbar
=
measurable
gen_Rbar_gt
.
Proof
.
rewrite
<-
measurable_Borel_Rbar_eq_gt
,
measurable_Borel_Rbar_eq_lt
;
easy
.
Qed
.
Lemma
measurable_Rbar_eq_ge
:
measurable_Rbar
=
measurable
gen_Rbar_ge
.
Proof
.
rewrite
<-
measurable_Borel_Rbar_eq_ge
,
measurable_Borel_Rbar_eq_lt
;
easy
.
Qed
.
Lemma
measurable_Rbar_lt_R
:
forall
(
a
:
R
),
measurable_Rbar
(
Rbar_lt
a
).
Proof
.
intros
;
apply
measurable_gen
;
easy
.
Qed
.
Lemma
measurable_Rbar_lt
:
forall
a
,
measurable_Rbar
(
Rbar_lt
a
).
Proof
.
intros
a
;
destruct
a
.
apply
measurable_Rbar_lt_R
.
apply
measurable_ext
with
emptyset
;
try
easy
;
apply
measurable_empty
.
apply
measurable_ext
with
(
union_seq
(
fun
n
=>
Rbar_lt
(
-
INR
n
))).
admit
.
apply
measurable_union_seq
;
intros
n
;
apply
measurable_Rbar_lt_R
.
Admitted
.
Lemma
measurable_Rbar_le_R
:
forall
(
a
:
R
),
measurable_Rbar
(
Rbar_le
a
).
Proof
.
intros
;
rewrite
measurable_Rbar_eq_le
;
apply
measurable_gen
;
easy
.
Qed
.
Lemma
measurable_Rbar_le
:
forall
a
,
measurable_Rbar
(
Rbar_le
a
).
Proof
.
intros
a
;
destruct
a
.
apply
measurable_Rbar_le_R
.
apply
measurable_ext
with
(
singleton
p_infty
).
Rbar_interval_full_unfold
;
intros
y
;
destruct
y
;
easy
.
apply
measurable_Rbar_singleton
.
apply
measurable_ext
with
fullset
;
try
easy
.
apply
measurable_full
.
Qed
.
Lemma
measurable_Rbar_gt
:
forall
b
,
measurable_Rbar
(
Rbar_gt
b
).
Proof
.
intros
;
apply
measurable_compl_rev
.
(
*
We
need
Rbar_le_not_gt
.
*
)
Admitted
.
Lemma
measurable_Rbar_ge
:
forall
b
,
measurable_Rbar
(
Rbar_ge
b
).
Proof
.
intros
;
apply
measurable_compl_rev
.
(
*
We
need
Rbar_lt_not_ge
.
*
)
Admitted
.
Lemma
measurable_Rbar_oo
:
forall
a
b
,
measurable_Rbar
(
Rbar_oo
a
b
).
Proof
.
intros
;
apply
measurable_inter
.
apply
measurable_Rbar_lt
.
apply
measurable_Rbar_gt
.
Qed
.
Lemma
measurable_Rbar_oc
:
forall
a
b
,
measurable_Rbar
(
Rbar_oc
a
b
).
Proof
.
intros
;
apply
measurable_inter
.
apply
measurable_Rbar_lt
.
apply
measurable_Rbar_ge
.
Qed
.
Lemma
measurable_Rbar_co
:
forall
a
b
,
measurable_Rbar
(
Rbar_co
a
b
).
Proof
.
intros
;
apply
measurable_inter
.
apply
measurable_Rbar_le
.
apply
measurable_Rbar_gt
.
Qed
.
Lemma
measurable_Rbar_cc
:
forall
a
b
,
measurable_Rbar
(
Rbar_cc
a
b
).
Proof
.
intros
;
apply
measurable_inter
.
apply
measurable_Rbar_le
.
apply
measurable_Rbar_ge
.
Qed
.
End
measurable_Rbar
.
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