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Glen Mével
iristimeproofs
Commits
0d70f23e
Commit
0d70f23e
authored
Oct 24, 2018
by
JacquesHenri Jourdan
Browse files
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Include the math directory of the union find proof.
parent
eca1d3c9
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35 changed files
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+9772
1
.gitignore
.gitignore
+1
1
_CoqProject
_CoqProject
+35
0
Ackermann.v
theories/union_find/math/Ackermann.v
+501
0
Filter.v
theories/union_find/math/Filter.v
+250
0
FilterTowardsInfinity.v
theories/union_find/math/FilterTowardsInfinity.v
+62
0
InverseAckermann.v
theories/union_find/math/InverseAckermann.v
+157
0
InverseNatNat.v
theories/union_find/math/InverseNatNat.v
+403
0
LibFunOrd.v
theories/union_find/math/LibFunOrd.v
+210
0
LibIter.v
theories/union_find/math/LibIter.v
+197
0
LibNatExtra.v
theories/union_find/math/LibNatExtra.v
+722
0
LibRewrite.v
theories/union_find/math/LibRewrite.v
+155
0
MiscArith.v
theories/union_find/math/MiscArith.v
+160
0
TLCBuffer.v
theories/union_find/math/TLCBuffer.v
+739
0
UnionFind01Data.v
theories/union_find/math/UnionFind01Data.v
+771
0
UnionFind02EmptyCreate.v
theories/union_find/math/UnionFind02EmptyCreate.v
+78
0
UnionFind03Link.v
theories/union_find/math/UnionFind03Link.v
+363
0
UnionFind04Compress.v
theories/union_find/math/UnionFind04Compress.v
+393
0
UnionFind05IteratedCompression.v
theories/union_find/math/UnionFind05IteratedCompression.v
+254
0
UnionFind06Join.v
theories/union_find/math/UnionFind06Join.v
+235
0
UnionFind11Rank.v
theories/union_find/math/UnionFind11Rank.v
+207
0
UnionFind12RankEmptyCreate.v
theories/union_find/math/UnionFind12RankEmptyCreate.v
+52
0
UnionFind13RankLink.v
theories/union_find/math/UnionFind13RankLink.v
+250
0
UnionFind14RankCompress.v
theories/union_find/math/UnionFind14RankCompress.v
+84
0
UnionFind15RankJoin.v
theories/union_find/math/UnionFind15RankJoin.v
+98
0
UnionFind21Parent.v
theories/union_find/math/UnionFind21Parent.v
+142
0
UnionFind22ParentEvolution.v
theories/union_find/math/UnionFind22ParentEvolution.v
+107
0
UnionFind23Evolution.v
theories/union_find/math/UnionFind23Evolution.v
+178
0
UnionFind24Pleasant.v
theories/union_find/math/UnionFind24Pleasant.v
+387
0
UnionFind31Potential.v
theories/union_find/math/UnionFind31Potential.v
+278
0
UnionFind32PotentialCompress.v
theories/union_find/math/UnionFind32PotentialCompress.v
+120
0
UnionFind33PotentialAnalysis.v
theories/union_find/math/UnionFind33PotentialAnalysis.v
+423
0
UnionFind41Potential.v
theories/union_find/math/UnionFind41Potential.v
+635
0
UnionFind42PotentialCompress.v
theories/union_find/math/UnionFind42PotentialCompress.v
+141
0
UnionFind43PotentialAnalysis.v
theories/union_find/math/UnionFind43PotentialAnalysis.v
+825
0
UnionFind44PotentialJoin.v
theories/union_find/math/UnionFind44PotentialJoin.v
+159
0
No files found.
.gitignore
View file @
0d70f23e
CoqMakefile
.conf
Makefile.coq
.conf
Makefile.coq
*.v.d
*.aux
...
...
_CoqProject
View file @
0d70f23e
Q theories iris_time
arg w arg notationoverridden
theories/Auth_mnat.v
theories/Auth_nat.v
theories/ClockIntegers.v
...
...
@@ 13,3 +14,37 @@ theories/TimeCredits.v
theories/TimeCreditsAltProofs.v
theories/TimeReceipts.v
theories/Translation.v
theories/union_find/math/Ackermann.v
theories/union_find/math/FilterTowardsInfinity.v
theories/union_find/math/Filter.v
theories/union_find/math/InverseAckermann.v
theories/union_find/math/InverseNatNat.v
theories/union_find/math/LibFunOrd.v
theories/union_find/math/LibIter.v
theories/union_find/math/LibNatExtra.v
theories/union_find/math/LibRewrite.v
theories/union_find/math/MiscArith.v
theories/union_find/math/TLCBuffer.v
theories/union_find/math/UnionFind01Data.v
theories/union_find/math/UnionFind02EmptyCreate.v
theories/union_find/math/UnionFind03Link.v
theories/union_find/math/UnionFind04Compress.v
theories/union_find/math/UnionFind05IteratedCompression.v
theories/union_find/math/UnionFind06Join.v
theories/union_find/math/UnionFind11Rank.v
theories/union_find/math/UnionFind12RankEmptyCreate.v
theories/union_find/math/UnionFind13RankLink.v
theories/union_find/math/UnionFind14RankCompress.v
theories/union_find/math/UnionFind15RankJoin.v
theories/union_find/math/UnionFind21Parent.v
theories/union_find/math/UnionFind22ParentEvolution.v
theories/union_find/math/UnionFind23Evolution.v
theories/union_find/math/UnionFind24Pleasant.v
theories/union_find/math/UnionFind31Potential.v
theories/union_find/math/UnionFind32PotentialCompress.v
theories/union_find/math/UnionFind33PotentialAnalysis.v
theories/union_find/math/UnionFind41Potential.v
theories/union_find/math/UnionFind42PotentialCompress.v
theories/union_find/math/UnionFind43PotentialAnalysis.v
theories/union_find/math/UnionFind44PotentialJoin.v
theories/union_find/math/Ackermann.v
0 → 100644
View file @
0d70f23e
This diff is collapsed.
Click to expand it.
theories/union_find/math/Filter.v
0 → 100644
View file @
0d70f23e
From
TLC
Require
Import
LibTactics
.
From
TLC
Require
Import
LibLogic
.
(
*
defines
[
pred_incl
]
*
)
From
TLC
Require
Import
LibSet
.
(
*
defines
[
set
]
*
)
(
*

*
)
(
*
Technically
,
a
filter
is
a
nonempty
set
of
nonempty
subsets
of
A
,
which
is
closed
under
inclusion
and
intersection
.
*
)
Definition
filter
A
:=
set
(
set
A
)
.
(
*
Intuitively
,
a
filter
is
a
modality
.
Let
us
write
[
ultimately
]
for
a
filter
.
If
[
P
]
is
a
predicate
,
then
[
ultimately
P
]
is
a
proposition
.
Technically
,
this
proposition
asserts
that
[
P
]
is
an
element
of
the
filter
;
intuitively
,
it
means
that
[
P
]
holds
`
`in
the
limit
''
.
*
)
Class
Filter
{
A
:
Type
}
(
ultimately
:
filter
A
)
:=
{
(
*
A
filter
must
be
nonempty
.
*
)
filter_nonempty:
exists
P
,
ultimately
P
;
(
*
A
filter
does
not
have
the
empty
set
as
a
member
.
*
)
filter_member_nonempty:
forall
P
,
ultimately
P
>
exists
a
,
P
a
;
(
*
A
filter
is
closed
by
inclusion
and
by
intersection
.
*
)
filter_closed_under_intersection:
forall
P1
P2
P
:
set
A
,
ultimately
P1
>
ultimately
P2
>
(
forall
a
,
P1
a
>
P2
a
>
P
a
)
>
ultimately
P
}.
(
*

*
)
(
*
Basic
properties
of
filters
.
*
)
Section
Properties
.
Context
{
A
:
Type
}
{
ultimately
:
filter
A
}
`
{@
Filter
A
ultimately
}.
(
*
A
filter
is
closed
by
subset
inclusion
.
In
other
words
,
if
[
ultimately
]
is
a
filter
,
then
it
is
covariant
.
*
)
Lemma
filter_closed_under_inclusion
:
forall
P1
P2
:
set
A
,
ultimately
P1
>
(
forall
a
,
P1
a
>
P2
a
)
>
ultimately
P2
.
Proof
.
intros
.
eapply
filter_closed_under_intersection
;
eauto
.
Qed
.
(
*
A
filter
is
compatible
with
extensional
equality
:
if
[
P1
]
and
[
P2
]
are
extensionally
equal
,
then
[
ultimately
P1
]
is
equivalent
to
[
ultimately
P2
]
.
*
)
Lemma
filter_extensional
:
forall
P1
P2
:
set
A
,
(
forall
a
,
P1
a
<>
P2
a
)
>
(
ultimately
P1
<>
ultimately
P2
)
.
Proof
.
introv
h
.
split
;
intros
;
eapply
filter_closed_under_inclusion
;
eauto
;
intros
;
eapply
h
;
eauto
.
Qed
.
(
*
A
filter
always
contains
the
universe
as
a
member
.
In
other
words
,
if
[
P
]
holds
everywhere
,
then
[
ultimately
P
]
holds
.
*
)
Lemma
filter_universe
:
forall
P
:
set
A
,
(
forall
a
,
P
a
)
>
ultimately
P
.
Proof
.
(
*
A
filter
is
nonempty
,
so
it
has
one
inhabitant
.
*
)
destruct
filter_nonempty
.
(
*
A
filter
is
closed
by
inclusion
,
so
the
universe
is
also
an
inhabitant
of
the
filter
.
*
)
eauto
using
@
filter_closed_under_inclusion
.
Qed
.
(
*
If
[
P
]
holds
ultimately
and
is
independent
of
its
argument
,
then
[
P
]
holds
,
period
.
*
)
Lemma
filter_const
:
forall
P
:
Prop
,
ultimately
(
fun
_
=>
P
)
>
P
.
Proof
.
intros
.
forwards
[
a
?
]
:
filter_member_nonempty
.
eauto
.
eauto
.
Qed
.
End
Properties
.
(
*

*
)
(
*
Inclusion
of
filters
.
*
)
Notation
finer
ultimately1
ultimately2
:=
(
pred_incl
ultimately2
ultimately1
)
.
Notation
coarser
ultimately1
ultimately2
:=
(
pred_incl
ultimately1
ultimately2
)
.
(
*
These
relations
are
reflexive
and
transitive
;
see
[
pred_incl_refl
]
and
[
pred_incl_trans
]
in
[
LibLogic
]
.
*
)
(
*

*
)
(
*
Applying
a
function
[
f
]
to
a
filter
[
ultimately
]
produces
another
filter
,
known
as
the
image
of
[
ultimately
]
under
[
f
]
.
*
)
Definition
image
{
A
}
(
ultimately
:
filter
A
)
{
B
}
(
f
:
A
>
B
)
:
set
(
set
B
)
:=
fun
P
=>
ultimately
(
fun
x
=>
P
(
f
x
))
.
(
*
Make
this
a
definition
,
not
an
instance
,
because
we
do
not
wish
it
to
be
used
during
the
automated
search
for
instances
.
*
)
Definition
filter_image
{
A
}
ultimately
`
{
Filter
A
ultimately
}
{
B
}
(
f
:
A
>
B
)
:
Filter
(
image
ultimately
f
)
.
Proof
.
econstructor
;
unfold
image
.
(
*
There
exists
an
element
in
this
filter
,
namely
the
universe
.
*
)
exists
(
fun
(
_
:
B
)
=>
True
)
.
eauto
using
filter_universe
.
(
*
No
element
of
this
filter
is
empty
.
*
)
intros
.
forwards
[
a
?
]
:
filter_member_nonempty
;
eauto
.
simpl
in
*.
eauto
.
(
*
This
filter
is
stable
under
intersection
.
*
)
introv
h1
h2
?.
eapply
(
filter_closed_under_intersection
_
_
_
h1
h2
)
.
eauto
.
Qed
.
(
*

*
)
(
*
A
notion
of
limit
,
or
convergence
.
*
)
(
*
The
definition
of
[
limit
]
does
not
really
need
proofs
that
[
ultimatelyA
]
and
[
ultimatelyB
]
are
filters
.
Requesting
these
proofs
anyway
is
useful
,
as
it
helps
the
implicit
argument
inference
system
.
*
)
Definition
limit
{
A
}
ultimatelyA
`
{
Filter
A
ultimatelyA
}
{
B
}
ultimatelyB
`
{
Filter
B
ultimatelyB
}
(
f
:
A
>
B
)
:=
coarser
ultimatelyB
(
image
ultimatelyA
f
)
.
Lemma
limit_id
:
forall
A
ultimately
`
{
Filter
A
ultimately
},
limit
_
_
(
fun
a
:
A
=>
a
)
.
Proof
.
unfold
limit
,
image
.
repeat
intro
.
eapply
filter_closed_under_inclusion
;
eauto
.
Qed
.
(
*

*
)
(
*
The
product
of
two
filters
.
*
)
Section
FilterProduct
.
Context
{
A1
}
ultimately1
`
{
Filter
A1
ultimately1
}.
Context
{
A2
}
ultimately2
`
{
Filter
A2
ultimately2
}.
Definition
product
:
set
(
set
(
A1
*
A2
))
:=
fun
P
:
set
(
A1
*
A2
)
=>
exists
P1
P2
,
ultimately1
P1
/
\
ultimately2
P2
/
\
forall
a1
a2
,
P1
a1
>
P2
a2
>
P
(
a1
,
a2
)
.
Global
Instance
filter_product
:
Filter
product
.
Proof
.
econstructor
;
unfold
product
.
(
*
Existence
of
a
member
.
*
)
destruct
(
@
filter_nonempty
_
ultimately1
)
as
[
P1
?
]
.
eauto
.
destruct
(
@
filter_nonempty
_
ultimately2
)
as
[
P2
?
]
.
eauto
.
exists
(
fun
a
:
A1
*
A2
=>
let
(
a1
,
a2
)
:=
a
in
P1
a1
/
\
P2
a2
)
P1
P2
.
eauto
.
(
*
Nonemptiness
of
the
members
.
*
)
introv
[
P1
[
P2
[
?
[
?
?
]]]]
.
forwards
[
a1
?
]
:
(
filter_member_nonempty
P1
)
.
eauto
.
forwards
[
a2
?
]
:
(
filter_member_nonempty
P2
)
.
eauto
.
exists
(
a1
,
a2
)
.
eauto
.
(
*
Closure
under
intersection
and
inclusion
.
*
)
intros
P
Q
R
.
introv
[
P1
[
P2
[
?
[
?
?
]]]]
.
introv
[
Q1
[
Q2
[
?
[
?
?
]]]]
.
intros
.
exists
(
fun
a1
=>
P1
a1
/
\
Q1
a1
)
.
exists
(
fun
a2
=>
P2
a2
/
\
Q2
a2
)
.
repeat
split
.
eapply
filter_closed_under_intersection
.
3
:
eauto
.
eauto
.
eauto
.
eapply
filter_closed_under_intersection
.
3
:
eauto
.
eauto
.
eauto
.
intuition
eauto
.
Qed
.
(
*
When
the
pair
[
a1
,
a2
]
goes
to
infinity
,
its
components
go
to
infinity
.
*
)
Lemma
limit_fst
:
limit
_
_
(
@
fst
A1
A2
)
.
Proof
.
unfold
limit
,
image
,
product
.
simpl
.
intros
P1
?.
exists
P1
(
fun
_
:
A2
=>
True
)
.
repeat
split
.
eauto
.
eapply
filter_universe
.
eauto
.
eauto
.
Qed
.
Lemma
limit_snd
:
limit
_
_
(
@
snd
A1
A2
)
.
Proof
.
unfold
limit
,
image
,
product
.
simpl
.
intros
P2
?.
exists
(
fun
_
:
A1
=>
True
)
P2
.
repeat
split
.
eapply
filter_universe
.
eauto
.
eauto
.
eauto
.
Qed
.
(
*
When
both
components
go
to
infinity
,
the
pair
goes
to
infinity
.
*
)
(
*
The
limit
of
a
pair
is
a
pair
of
the
limits
.
*
)
Lemma
limit_pair
:
forall
A
ultimately
`
{@
Filter
A
ultimately
},
forall
(
f1
:
A
>
A1
)
(
f2
:
A
>
A2
)
,
limit
_
_
f1
>
limit
_
_
f2
>
limit
_
_
(
fun
a
=>
(
f1
a
,
f2
a
))
.
Proof
.
unfold
limit
,
image
.
introv
?
h1
h2
.
intros
P
[
P1
[
P2
[
?
[
?
?
]]]]
.
eapply
filter_closed_under_intersection
.
eapply
h1
.
eauto
.
eapply
h2
.
eauto
.
eauto
.
Qed
.
End
FilterProduct
.
theories/union_find/math/FilterTowardsInfinity.v
0 → 100644
View file @
0d70f23e
Set
Implicit
Arguments
.
Generalizable
All
Variables
.
From
TLC
Require
Import
LibTactics
.
From
iris_time
.
union_find
.
math
Require
Import
LibNatExtra
Filter
.
(
*
[
le
m
]
can
be
understood
as
the
semi

open
interval
of
the
natural
numbers
that
are
greater
than
or
equal
to
[
m
]
.
The
subsets
[
le
m
]
form
a
filter
base
;
that
is
,
if
we
close
them
under
inclusion
,
then
we
obtain
a
filter
,
which
intuitively
represents
going
to
infinity
.
We
call
this
modality
[
towards_infinity
]
.
*
)
Definition
towards_infinity
(
F
:
nat
>
Prop
)
:=
exists
m
,
forall
n
,
m
<=
n
>
F
n
.
Instance
filter_towards_infinity
:
Filter
towards_infinity
.
Proof
.
unfold
towards_infinity
.
econstructor
.
(
*
There
exists
an
element
in
this
filter
,
namely
the
universe
,
[
le
0
]
.
*
)
exists
(
fun
n
=>
0
<=
n
)
.
eauto
.
(
*
Every
set
of
the
form
[
le
m
]
is
nonempty
.
*
)
introv
[
m
?
]
.
exists
m
.
eauto
.
(
*
Closure
by
intersection
and
subset
.
*
)
introv
[
m1
?
]
[
m2
?
]
?.
exists
(
max
m1
m2
)
.
intros
.
max_case
;
eauto
with
omega
.
Qed
.
(
*
Every
subset
of
the
form
[
le
m
]
is
a
member
of
this
filter
.
*
)
Lemma
towards_infinity_le
:
forall
m
,
towards_infinity
(
le
m
)
.
Proof
.
unfold
towards_infinity
.
eauto
.
Qed
.
Hint
Resolve
towards_infinity_le
:
filter
.
(
*
The
statement
that
[
f
x
]
tends
towards
infinity
as
[
x
]
tends
towards
infinity
can
be
stated
in
its
usual
concrete
form
or
more
abstractly
using
filters
.
*
)
Lemma
prove_tends_towards_infinity
:
forall
f
:
nat
>
nat
,
(
forall
y
,
exists
x0
,
forall
x
,
x0
<=
x
>
y
<=
f
x
)
>
limit
towards_infinity
towards_infinity
f
.
Proof
.
introv
h
.
intros
F
[
m
?
]
.
generalize
(
h
m
)
;
intros
[
x0
?
]
.
exists
x0
.
eauto
.
Qed
.
Lemma
exploit_tends_towards_infinity
:
forall
f
:
nat
>
nat
,
limit
towards_infinity
towards_infinity
f
>
(
forall
y
,
exists
x0
,
forall
x
,
x0
<=
x
>
y
<=
f
x
)
.
Proof
.
intros
?
hlimit
y
.
forwards
[
x0
?
]
:
hlimit
(
le
y
)
.
eapply
towards_infinity_le
.
eauto
.
Qed
.
theories/union_find/math/InverseAckermann.v
0 → 100644
View file @
0d70f23e
(
*
This
module
defines
Tarjan
'
s
inverse
of
Ackermann
'
s
function
.
*
)
From
TLC
Require
Import
LibTactics
LibRelation
LibMin
.
From
iris_time
.
union_find
.
math
Require
Import
LibFunOrd
LibIter
LibNatExtra
Filter
FilterTowardsInfinity
Ackermann
InverseNatNat
.
(
*

*
)
(
*
The
function
[
fun
k
=>
A
k
1
]
tends
towards
infinity
.
The
function
[
alpha
]
is
defined
as
its
upper
inverse

see
[
InverseNatNat
]
.
*
)
Notation
alpha
:=
(
alphaf
(
fun
k
=>
A
k
1
))
.
(
*
[
alpha
]
is
monotonic
.
*
)
Lemma
alpha_monotonic
:
monotonic
le
le
alpha
.
Proof
using
.
eauto
8
with
monotonic
typeclass_instances
.
Qed
.
Hint
Resolve
alpha_monotonic
:
monotonic
typeclass_instances
.
(
*

*
)
(
*
The
facts
proven
about
[
alphaf
]
in
[
InverseNatNat
]
can
be
applied
to
[
alpha
]
.
The
following
tactic
helps
do
this
;
it
applies
the
theorem
[
th
]
with
an
appropriate
choice
of
[
f
]
,
and
uses
[
eauto
with
monotonic
]
to
prove
that
Ackermann
'
s
function
is
monotonic
and
tends
towards
infinity
.
*
)
Ltac
alpha
th
:=
eapply
th
with
(
f
:=
fun
k
=>
A
k
1
)
;
eauto
with
monotonic
.
(
*
Example
.
*
)
Goal
forall
y
x
,
alpha
y
<=
x
>
y
<=
A
x
1.
Proof
using
.
intros
.
alpha
alphaf_spec_direct
.
Qed
.
(
*

*
)
(
*
It
takes
only
[
k
=
0
]
to
go
from
[
x
]
to
[
x
+
1
]
.
*
)
Lemma
beta_x_succ_x
:
forall
x
,
x
>
0
>
betaf
(
fun
k
=>
A
k
x
)
(
x
+
1
)
=
0.
Proof
using
.
intros
.
cut
(
betaf
(
fun
k
=>
A
k
x
)
(
x
+
1
)
<
1
)
.
{
omega
.
}
eapply
betaf_spec_direct_contrapositive
;
eauto
with
monotonic
.
{
rewrite
Abase_eq
.
omega
.
}
{
rewrite
A_1_eq
.
omega
.
}
Qed
.
(
*

*
)
(
*
[
alpha
]
grows
very
slowly
.
In
particular
,
of
course
,
it
never
grows
by
more
than
one
at
a
time
.
*
)
(
*
We
state
this
lemma
directly
in
a
generalized
form
that
will
be
useful
when
we
later
consider
the
function
[
alphar
]
introduced
by
Alstrup
et
al
.
*
)
Lemma
alpha_grows_one_by_one
:
forall
r
,
1
<=
r
>
forall
n
,
alphaf
(
fun
k
=>
A
k
r
)
(
n
+
1
)
<=
alphaf
(
fun
k
=>
A
k
r
)
n
+
1.
Proof
.
intros
.
(
*
By
definition
of
[
alphaf
]
:
*
)
rewrite
alphaf_spec
by
eauto
with
monotonic
.
(
*
By
definition
of
[
A
]
:
*
)
rewrite
(
@
plus_comm
(
alphaf
(
fun
k
:
nat
=>
A
k
r
)
n
))
.
rewrite
Astep_eq
.
simpl
.
(
*
Because
[
r
]
is
at
least
1
,
this
iteration
is
taken
at
least
once
.
Because
[
A
_
]
is
inflationary
,
we
have
the
following
fact
.
*
)
assert
(
fact
:
let
f
:=
A
(
alphaf
(
fun
k
:
nat
=>
A
k
r
)
n
)
in
f
r
<=
LibIter
.
iter
r
f
r
)
.
{
simpl
.
eapply
iter_at_least_once
with
(
okA
:=
fun
_
=>
True
)
;
unfold
preserves
,
within
;
eauto
using
le_trans
,
Ak_inflationary
.
}
(
*
Thus
,
we
simplify
:
*
)
rewrite
<
fact
.
clear
fact
.
(
*
Furthermore
,
we
have
[
n
<=
A
(
alphaf
(
fun
k
:
nat
=>
A
k
r
)
n
)
r
]
.
*
)
forwards
fact
:
f_alphaf
(
fun
k
=>
A
k
r
)
n
;
eauto
with
monotonic
.
(
*
Thus
,
we
simplify
:
*
)
rewrite
<
fact
.
clear
fact
.
(
*
Because
[
n
+
1
]
is
[
A
0
n
]
,
we
can
transform
the
goal
to
:
*
)
replace
(
n
+
1
)
with
(
A
0
n
)
by
(
rewrite
Abase_eq
;
omega
)
.
(
*
The
goal
follows
from
the
fact
that
[
A
]
is
monotonic
.
*
)
eapply
Akx_monotonic_in_k
.
omega
.
(
*
Phew
!
*
)
Qed
.
Goal
forall
n
,
alpha
(
n
+
1
)
<=
alpha
n
+
1.
Proof
.
eauto
using
alpha_grows_one_by_one
.
Qed
.
(
*

*
)
(
*
As
soon
as
[
n
]
is
at
least
[
4
]
,
[
alpha
n
]
is
greater
than
one
.
*
)
Lemma
two_le_alpha
:
forall
n
,
4
<=
n
>
2
<=
alpha
n
.
Proof
using
.
intros
.
alpha
alphaf_spec_direct_contrapositive
.
Qed
.
(
*

*
)
(
*
[
alpha
n
]
is
at
most
[
1
+
alpha
(
log2
n
)]
.
This
gives
a
weak
sense
of
how
slowly
the
function
[
alpha
]
grows
.
In
fact
,
the
function
[
log
*
]
would
satisfy
the
same
property
;
yet
[
alpha
]
grows
even
more
slowly
than
[
log
*
]
.
*
)
(
*
This
property
also
shows
that
[
alpha
n
]
and
[
alpha
(
log2
n
)]
are
asymptotically
equivalent
.
This
explains
why
Tarjan
and
Cormen
et
al
.
are
content
with
a
bound
of
[
alpha
n
]
for
the
amortized
complexity
of
union
and
find
,
even
though
they
could
easily
obtain
[
alpha
(
log2
n
)]
.
See
Exercise
21.4

6
in
Cormen
et
al
.
*
)
Lemma
alpha_n_O_alpha_log2n
:
forall
n
,
16
<=
n
>
alpha
n
<=
1
+
alpha
(
log2
n
)
.
Proof
using
.
intros
.
(
*
By
definition
of
[
alpha
n
]
,
we
have
to
prove
this
:
*
)
alpha
alphaf_spec_reciprocal
.
rewrite
Astep_eq
.
simpl
.
(
*
Now
,
the
first
occurrence
of
[
alpha
(
log2
n
)]
in
this
goal
is
at
least
[
2
]
.
*
)
match
goal
with

_
<=
A
_
?
x
=>
transitivity
(
A
2
x
)
;
[

eauto
using
two_le_alpha
,
prove_le_log2
with
monotonic
]
end
.
(
*
And
,
by
definition
of
[
alpha
]
,
[
A
(
alpha
(
log2
n
))
1
]
is
at
least
[
log2
n
]
.
*
)
transitivity
(
A
2
(
log2
n
))
;
[

eapply
Akx_monotonic_in_x
;
alpha
f_alphaf
]
.
(
*
There
remains
prove
[
n
<=
A
2
(
log
n
)]
,
which
intuitively
holds
because
[
A
2
]
is
an
exponential
.
*
)
eapply
A_2_log2_lower_bound
.
Qed
.
theories/union_find/math/InverseNatNat.v
0 → 100644
View file @
0d70f23e
This diff is collapsed.
Click to expand it.
theories/union_find/math/LibFunOrd.v
0 → 100644
View file @
0d70f23e
(
*
This
library
defines
some
notions
that
involve
functions
and
order
,
such
as
the
property
of
being
monotonic
.
*
)
Set
Implicit
Arguments
.
Require
Import
Coq
.
Classes
.
Morphisms
.
From
TLC
Require
Import
LibTactics
.
Require
Import
Omega
.
(
*

*
)
(
*
Definitions
.
*
)
(
*
[
within
okA
okB
f
]
holds
iff
[
f
]
maps
[
okA
]
into
[
okB
]
.
*
)
Definition
within
A
B
(
okA
:
A
>
Prop
)
(
okB
:
B
>
Prop
)
(
f
:
A
>
B
)
:=
forall
a
,
okA
a
>
okB
(
f
a
)
.
Definition
preserves
A
(
okA
:
A
>
Prop
)
(
f
:
A
>
A
)
:=
within
okA
okA
f
.
(
*
[
monotonic
leA
leB
f
]
holds
iff
[
f
]
is
monotonic
with
respect
to
the
relations
[
leA
]
and
[
leB
]
,
i
.
e
.,
[
f
]
maps
[
leA
]
to
[
leB
]
.
*
)
Definition
monotonic
A
B
(
leA
:
A
>
A
>
Prop
)
(
leB
:
B
>
B
>
Prop
)
(
f
:
A
>
B
)
:=
forall
a1
a2
,
leA
a1
a2
>
leB
(
f
a1
)
(
f
a2
)
.
(
*
[
inverse_monotonic
leA
leB
f
]
holds
iff
[
f
^
1
]
maps
[
leB
]
to
[
leA
]
.
*
)
Definition
inverse_monotonic
A
B
(
leA
:
A
>
A
>
Prop
)
(
leB
:
B
>
B
>
Prop
)
(
f
:
A
>
B
)
:=
forall
a1
a2
,
leB
(
f
a1
)
(
f
a2
)
>
leA
a1
a2
.
(
*
[
inflationary
okA
leA
]
holds
iff
[
a
]
is
less
than
[
f
a
]
,
with
respect
to
the
relation
[
leA
]
,
and
for
every
[
a
]
in
[
okA
]
.
*
)
Definition
inflationary
A
(
okA
:
A
>
Prop
)
(
leA
:
A
>
A
>
Prop
)
(
f
:
A
>
A
)
:=
forall
a
,
okA
a
>
leA
a
(
f
a
)
.
(
*
If
[
leB
]
is
a
relation
on
[
B
]
,
then
[
pointwise
okA
leB
]
is
a
relation
on
[
A
>
B
]
.
*
)
Definition
pointwise
A
B
(
okA
:
A
>
Prop
)
(
leB
:
B
>
B
>
Prop
)
(
f
g
:
A
>
B
)
:=
forall
a
,
okA
a
>
leB
(
f
a
)
(
g
a
)
.
(
*

*
)
(
*
If
[
f
]
is
monotonic
,
then
rewriting
in
the
argument
of
[
f
]
is
permitted
.
*
)
(
*
Note
:
in
order
for
[
rewrite
]
to
work
properly
,
the
lemmas
that
are
able
to
prove
[
monotonic
]
assertions
should
be
added
to
[
typeclass_instances
]
.
*
)
(
*
TEMPORARY
maybe
this
should
be
the
*
definition
*
of
[
monotonic
]
*
)
Program
Instance
monotonic_Proper
A
B
(
leA
:
A
>
A
>
Prop
)
(
leB
:
B
>
B
>
Prop
)
(
f
:
A
>
B
)
:
monotonic
leA
leB
f
>
Proper
(
leA
++>
leB
)
f
.
(
*

*
)
(
*
Letting
[
eauto
]
exploit
[
monotonic
]
and
[
inverse_monotonic
]
.
*
)
Lemma
use_monotonic
:
forall
B
(
leB
:
B
>
B
>
Prop
)
A
(
leA
:
A
>
A
>
Prop
)
(
f
:
A
>
B
)
,
monotonic
leA
leB
f
>
forall
a1
a2
,
leA
a1
a2
>
leB
(
f
a1
)
(
f
a2
)
.
Proof
using
.
unfold
monotonic
.
eauto
.
Qed
.
(
*
This
variant
is
useful
when
the
function
has
two
arguments
and
one
wishes
to
exploit
monotonicity
in
the
first
argument
.
*
)
Lemma
use_monotonic_2
:
forall
B
(
leB
:
B
>
B
>
Prop
)
A
(
leA
:
A
>
A
>
Prop
)
C
(
f
:
A
>
C
>
B
)
a1
a2
c
,
monotonic
leA
leB
(
fun
a
=>
f
a
c
)
>
leA
a1
a2
>
leB
(
f
a1
c
)
(
f
a2
c
)
.
Proof
using
.
unfold
monotonic
.
eauto
.
Qed
.
Lemma
use_inverse_monotonic
:
forall
A
(
leA
:
A
>
A
>
Prop
)
B
(
leB
:
B
>
B
>
Prop
)
(
f
:
A
>
B
)
,
inverse_monotonic
leA
leB
f
>
forall
a1
a2
,
leB
(
f
a1
)
(
f
a2
)
>
leA
a1
a2
.
Proof
using
.
unfold
inverse_monotonic
.
eauto
.
Qed
.
(
*
It
seems
that
these
lemmas
can
be
used
as
a
hint
only
if
we
pick
a
specific
instance
of
the
ordering
relation
that
appears
in
the
conclusion
.
Furthermore
,
picking
a
specific
instance
of
the
ordering
relation
that
appears
in
the
premise
can
help
apply
[
omega
]
to
the
premise
.
*
)
Hint
Resolve
(
@
use_monotonic
nat
le
nat
le
)
(
@
use_monotonic
nat
lt
nat
lt
)
:
monotonic
typeclass_instances
.
Hint
Resolve
(
@
use_monotonic_2
nat
le
nat
le
)
(
@
use_monotonic_2
nat
lt
nat
lt
)
:
monotonic
typeclass_instances
.
Hint
Resolve
(
@
use_inverse_monotonic
nat
le
nat
le
)
(
@
use_inverse_monotonic
nat
lt
nat
lt
)
:
monotonic
typeclass_instances
.
(
*

*
)
(
*
A
little
fact
.
If
[
f
]
,
viewed
as
a
function
of
[
A
]
into
[
B
>
C
]
,
is
monotonic
,
then
its
specialized
version
[
fun
a
=>
f
a
b
]
,
which
is
a
function
of
[
A
]
to
[
C
]
,
is
monotonic
as
well
.
And
the
converse
holds
.
*
)
Lemma
monotonic_pointwise_specialize
:
forall
A
B
C
leA
okB
leC
(
f
:
A
>
B
>
C
)
,
monotonic
leA
(
pointwise
okB
leC
)
f
>
forall
b
,
okB
b
>
monotonic
leA
leC
(
fun
a
=>
f
a
b
)
.
Proof
using
.
unfold
monotonic
,
pointwise
.
auto
.
Qed
.
Lemma
monotonic_pointwise_generalize
:
forall
A
B
C
leA
(
okB
:
B
>
Prop
)
leC
(
f
:
A
>
B
>
C
)
,
(
forall
b
,
okB
b
>
monotonic
leA
leC
(
fun
a
=>
f
a
b
))
>
monotonic
leA
(
pointwise
okB
leC
)
f
.
Proof
using
.
unfold
monotonic
,
pointwise
.
auto
.
Qed
.
(
*

*
)
Require
Import
Coq
.
Arith
.
Arith
.
(
*
The
following
tactics
allow
proving
implications
between
inequalities
by
contraposition
,
while
exploiting
the
fact
that
the
negation
of
a
strict
inequality
is
a
large
inequality
.
*
)