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MEVEL Glen
iristimeproofs
Commits
0d70f23e
Commit
0d70f23e
authored
Oct 24, 2018
by
JacquesHenri Jourdan
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Include the math directory of the union find proof.
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.gitignore
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_CoqProject
_CoqProject
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theories/union_find/math/Ackermann.v
theories/union_find/math/Ackermann.v
+501
0
theories/union_find/math/Filter.v
theories/union_find/math/Filter.v
+250
0
theories/union_find/math/FilterTowardsInfinity.v
theories/union_find/math/FilterTowardsInfinity.v
+62
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theories/union_find/math/InverseAckermann.v
theories/union_find/math/InverseAckermann.v
+157
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theories/union_find/math/InverseNatNat.v
theories/union_find/math/InverseNatNat.v
+403
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theories/union_find/math/LibFunOrd.v
theories/union_find/math/LibFunOrd.v
+210
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theories/union_find/math/LibIter.v
theories/union_find/math/LibIter.v
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theories/union_find/math/LibNatExtra.v
theories/union_find/math/LibNatExtra.v
+722
0
theories/union_find/math/LibRewrite.v
theories/union_find/math/LibRewrite.v
+155
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theories/union_find/math/MiscArith.v
theories/union_find/math/MiscArith.v
+160
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theories/union_find/math/TLCBuffer.v
theories/union_find/math/TLCBuffer.v
+739
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theories/union_find/math/UnionFind01Data.v
theories/union_find/math/UnionFind01Data.v
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theories/union_find/math/UnionFind02EmptyCreate.v
theories/union_find/math/UnionFind02EmptyCreate.v
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theories/union_find/math/UnionFind03Link.v
theories/union_find/math/UnionFind03Link.v
+363
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theories/union_find/math/UnionFind04Compress.v
theories/union_find/math/UnionFind04Compress.v
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theories/union_find/math/UnionFind05IteratedCompression.v
theories/union_find/math/UnionFind05IteratedCompression.v
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theories/union_find/math/UnionFind06Join.v
theories/union_find/math/UnionFind06Join.v
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theories/union_find/math/UnionFind11Rank.v
theories/union_find/math/UnionFind11Rank.v
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theories/union_find/math/UnionFind12RankEmptyCreate.v
theories/union_find/math/UnionFind12RankEmptyCreate.v
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theories/union_find/math/UnionFind13RankLink.v
theories/union_find/math/UnionFind13RankLink.v
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theories/union_find/math/UnionFind14RankCompress.v
theories/union_find/math/UnionFind14RankCompress.v
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theories/union_find/math/UnionFind15RankJoin.v
theories/union_find/math/UnionFind15RankJoin.v
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theories/union_find/math/UnionFind21Parent.v
theories/union_find/math/UnionFind21Parent.v
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theories/union_find/math/UnionFind22ParentEvolution.v
theories/union_find/math/UnionFind22ParentEvolution.v
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theories/union_find/math/UnionFind23Evolution.v
theories/union_find/math/UnionFind23Evolution.v
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theories/union_find/math/UnionFind24Pleasant.v
theories/union_find/math/UnionFind24Pleasant.v
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theories/union_find/math/UnionFind31Potential.v
theories/union_find/math/UnionFind31Potential.v
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theories/union_find/math/UnionFind32PotentialCompress.v
theories/union_find/math/UnionFind32PotentialCompress.v
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theories/union_find/math/UnionFind33PotentialAnalysis.v
theories/union_find/math/UnionFind33PotentialAnalysis.v
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theories/union_find/math/UnionFind41Potential.v
theories/union_find/math/UnionFind41Potential.v
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theories/union_find/math/UnionFind42PotentialCompress.v
theories/union_find/math/UnionFind42PotentialCompress.v
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theories/union_find/math/UnionFind43PotentialAnalysis.v
theories/union_find/math/UnionFind43PotentialAnalysis.v
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theories/union_find/math/UnionFind44PotentialJoin.v
theories/union_find/math/UnionFind44PotentialJoin.v
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.gitignore
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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
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0d70f23e
This diff is collapsed.
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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 semiopen 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
21.46 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
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theories/union_find/math/LibFunOrd.v
0 → 100644
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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
.
(*  *)