(* Author: Tobias Nipkow *)
theory Abs_Int1_ivl
imports Abs_Int1
begin
subsection "Interval Analysis"
datatype ivl = I "int option" "int option"
definition "rep_ivl i = (case i of
I (Some l) (Some h) \<Rightarrow> {l..h} |
I (Some l) None \<Rightarrow> {l..} |
I None (Some h) \<Rightarrow> {..h} |
I None None \<Rightarrow> UNIV)"
abbreviation I_Some_Some :: "int \<Rightarrow> int \<Rightarrow> ivl" ("{_\<dots>_}") where
"{lo\<dots>hi} == I (Some lo) (Some hi)"
abbreviation I_Some_None :: "int \<Rightarrow> ivl" ("{_\<dots>}") where
"{lo\<dots>} == I (Some lo) None"
abbreviation I_None_Some :: "int \<Rightarrow> ivl" ("{\<dots>_}") where
"{\<dots>hi} == I None (Some hi)"
abbreviation I_None_None :: "ivl" ("{\<dots>}") where
"{\<dots>} == I None None"
definition "num_ivl n = {n\<dots>n}"
instantiation option :: (plus)plus
begin
fun plus_option where
"Some x + Some y = Some(x+y)" |
"_ + _ = None"
instance proof qed
end
definition empty where "empty = {1\<dots>0}"
fun is_empty where
"is_empty {l\<dots>h} = (h<l)" |
"is_empty _ = False"
lemma [simp]: "is_empty(I l h) =
(case l of Some l \<Rightarrow> (case h of Some h \<Rightarrow> h<l | None \<Rightarrow> False) | None \<Rightarrow> False)"
by(auto split:option.split)
lemma [simp]: "is_empty i \<Longrightarrow> rep_ivl i = {}"
by(auto simp add: rep_ivl_def split: ivl.split option.split)
definition "plus_ivl i1 i2 = (if is_empty i1 | is_empty i2 then empty else
case (i1,i2) of (I l1 h1, I l2 h2) \<Rightarrow> I (l1+l2) (h1+h2))"
instantiation ivl :: SL_top
begin
definition le_option :: "bool \<Rightarrow> int option \<Rightarrow> int option \<Rightarrow> bool" where
"le_option pos x y =
(case x of (Some i) \<Rightarrow> (case y of Some j \<Rightarrow> i\<le>j | None \<Rightarrow> pos)
| None \<Rightarrow> (case y of Some j \<Rightarrow> \<not>pos | None \<Rightarrow> True))"
fun le_aux where
"le_aux (I l1 h1) (I l2 h2) = (le_option False l2 l1 & le_option True h1 h2)"
definition le_ivl where
"i1 \<sqsubseteq> i2 =
(if is_empty i1 then True else
if is_empty i2 then False else le_aux i1 i2)"
definition min_option :: "bool \<Rightarrow> int option \<Rightarrow> int option \<Rightarrow> int option" where
"min_option pos o1 o2 = (if le_option pos o1 o2 then o1 else o2)"
definition max_option :: "bool \<Rightarrow> int option \<Rightarrow> int option \<Rightarrow> int option" where
"max_option pos o1 o2 = (if le_option pos o1 o2 then o2 else o1)"
definition "i1 \<squnion> i2 =
(if is_empty i1 then i2 else if is_empty i2 then i1
else case (i1,i2) of (I l1 h1, I l2 h2) \<Rightarrow>
I (min_option False l1 l2) (max_option True h1 h2))"
definition "\<top> = {\<dots>}"
instance
proof
case goal1 thus ?case
by(cases x, simp add: le_ivl_def le_option_def split: option.split)
next
case goal2 thus ?case
by(cases x, cases y, cases z, auto simp: le_ivl_def le_option_def split: option.splits if_splits)
next
case goal3 thus ?case
by(cases x, cases y, simp add: le_ivl_def join_ivl_def le_option_def min_option_def max_option_def split: option.splits)
next
case goal4 thus ?case
by(cases x, cases y, simp add: le_ivl_def join_ivl_def le_option_def min_option_def max_option_def split: option.splits)
next
case goal5 thus ?case
by(cases x, cases y, cases z, auto simp add: le_ivl_def join_ivl_def le_option_def min_option_def max_option_def split: option.splits if_splits)
next
case goal6 thus ?case
by(cases x, simp add: Top_ivl_def le_ivl_def le_option_def split: option.split)
qed
end
instantiation ivl :: L_top_bot
begin
definition "i1 \<sqinter> i2 = (if is_empty i1 \<or> is_empty i2 then empty else
case (i1,i2) of (I l1 h1, I l2 h2) \<Rightarrow>
I (max_option False l1 l2) (min_option True h1 h2))"
definition "\<bottom> = empty"
instance
proof
case goal1 thus ?case
by (simp add:meet_ivl_def empty_def meet_ivl_def le_ivl_def le_option_def max_option_def min_option_def split: ivl.splits option.splits)
next
case goal2 thus ?case
by (simp add:meet_ivl_def empty_def meet_ivl_def le_ivl_def le_option_def max_option_def min_option_def split: ivl.splits option.splits)
next
case goal3 thus ?case
by (cases x, cases y, cases z, auto simp add: le_ivl_def meet_ivl_def empty_def le_option_def max_option_def min_option_def split: option.splits if_splits)
next
case goal4 show ?case by(cases x, simp add: bot_ivl_def empty_def le_ivl_def)
qed
end
instantiation option :: (minus)minus
begin
fun minus_option where
"Some x - Some y = Some(x-y)" |
"_ - _ = None"
instance proof qed
end
definition "minus_ivl i1 i2 = (if is_empty i1 | is_empty i2 then empty else
case (i1,i2) of (I l1 h1, I l2 h2) \<Rightarrow> I (l1-h2) (h1-l2))"
lemma rep_minus_ivl:
"n1 : rep_ivl i1 \<Longrightarrow> n2 : rep_ivl i2 \<Longrightarrow> n1-n2 : rep_ivl(minus_ivl i1 i2)"
by(auto simp add: minus_ivl_def rep_ivl_def split: ivl.splits option.splits)
definition "filter_plus_ivl i i1 i2 = ((*if is_empty i then empty else*)
i1 \<sqinter> minus_ivl i i2, i2 \<sqinter> minus_ivl i i1)"
fun filter_less_ivl :: "bool \<Rightarrow> ivl \<Rightarrow> ivl \<Rightarrow> ivl * ivl" where
"filter_less_ivl res (I l1 h1) (I l2 h2) =
(if is_empty(I l1 h1) \<or> is_empty(I l2 h2) then (empty, empty) else
if res
then (I l1 (min_option True h1 (h2 - Some 1)),
I (max_option False (l1 + Some 1) l2) h2)
else (I (max_option False l1 l2) h1, I l2 (min_option True h1 h2)))"
interpretation Val_abs rep_ivl num_ivl plus_ivl
proof
case goal1 thus ?case
by(auto simp: rep_ivl_def le_ivl_def le_option_def split: ivl.split option.split if_splits)
next
case goal2 show ?case by(simp add: rep_ivl_def Top_ivl_def)
next
case goal3 thus ?case by(simp add: rep_ivl_def num_ivl_def)
next
case goal4 thus ?case
by(auto simp add: rep_ivl_def plus_ivl_def split: ivl.split option.splits)
qed
interpretation Val_abs1_rep rep_ivl num_ivl plus_ivl
proof
case goal1 thus ?case
by(auto simp add: rep_ivl_def meet_ivl_def empty_def min_option_def max_option_def split: ivl.split option.split)
next
case goal2 show ?case by(auto simp add: bot_ivl_def rep_ivl_def empty_def)
qed
lemma mono_minus_ivl:
"i1 \<sqsubseteq> i1' \<Longrightarrow> i2 \<sqsubseteq> i2' \<Longrightarrow> minus_ivl i1 i2 \<sqsubseteq> minus_ivl i1' i2'"
apply(auto simp add: minus_ivl_def empty_def le_ivl_def le_option_def split: ivl.splits)
apply(simp split: option.splits)
apply(simp split: option.splits)
apply(simp split: option.splits)
done
interpretation
Val_abs1 rep_ivl num_ivl plus_ivl filter_plus_ivl filter_less_ivl
proof
case goal1 thus ?case
by(auto simp add: filter_plus_ivl_def)
(metis rep_minus_ivl add_diff_cancel add_commute)+
next
case goal2 thus ?case
by(cases a1, cases a2,
auto simp: rep_ivl_def min_option_def max_option_def le_option_def split: if_splits option.splits)
qed
interpretation
Abs_Int1 rep_ivl num_ivl plus_ivl filter_plus_ivl filter_less_ivl
defines afilter_ivl is afilter
and bfilter_ivl is bfilter
and step_ivl is step
and AI_ivl is AI
and aval_ivl is aval'
proof qed
definition "test1_ivl =
''y'' ::= N 7;
IF Less (V ''x'') (V ''y'')
THEN ''y'' ::= Plus (V ''y'') (V ''x'')
ELSE ''x'' ::= Plus (V ''x'') (V ''y'')"
value [code] "show_acom_opt (AI_ivl test1_ivl)"
value [code] "show_acom_opt (AI_const test3_const)"
value [code] "show_acom_opt (AI_ivl test3_const)"
value [code] "show_acom_opt (AI_const test4_const)"
value [code] "show_acom_opt (AI_ivl test4_const)"
value [code] "show_acom_opt (AI_ivl test6_const)"
definition "test2_ivl =
WHILE Less (V ''x'') (N 100)
DO ''x'' ::= Plus (V ''x'') (N 1)"
value [code] "show_acom_opt (AI_ivl test2_ivl)"
value [code] "show_acom (((step_ivl \<top>)^^0) (\<bottom>\<^sub>c test2_ivl))"
value [code] "show_acom (((step_ivl \<top>)^^1) (\<bottom>\<^sub>c test2_ivl))"
value [code] "show_acom (((step_ivl \<top>)^^2) (\<bottom>\<^sub>c test2_ivl))"
text{* Fixed point reached in 2 steps. Not so if the start value of x is known: *}
definition "test3_ivl =
''x'' ::= N 7;
WHILE Less (V ''x'') (N 100)
DO ''x'' ::= Plus (V ''x'') (N 1)"
value [code] "show_acom_opt (AI_ivl test3_ivl)"
value [code] "show_acom (((step_ivl \<top>)^^0) (\<bottom>\<^sub>c test3_ivl))"
value [code] "show_acom (((step_ivl \<top>)^^1) (\<bottom>\<^sub>c test3_ivl))"
value [code] "show_acom (((step_ivl \<top>)^^2) (\<bottom>\<^sub>c test3_ivl))"
value [code] "show_acom (((step_ivl \<top>)^^3) (\<bottom>\<^sub>c test3_ivl))"
value [code] "show_acom (((step_ivl \<top>)^^4) (\<bottom>\<^sub>c test3_ivl))"
text{* Takes as many iterations as the actual execution. Would diverge if
loop did not terminate. Worse still, as the following example shows: even if
the actual execution terminates, the analysis may not: *}
definition "test4_ivl =
''x'' ::= N 0; ''y'' ::= N 100; ''z'' ::= Plus (V ''x'') (V ''y'');
WHILE Less (V ''x'') (N 11)
DO (''x'' ::= Plus (V ''x'') (N 1); ''y'' ::= Plus (V ''y'') (N -1))"
text{* The value of y keeps decreasing as the analysis is iterated, no matter
how long: *}
value [code] "show_acom (((step_ivl \<top>)^^50) (\<bottom>\<^sub>c test4_ivl))"
definition "test5_ivl =
''x'' ::= N 0; ''y'' ::= N 0;
WHILE Less (V ''x'') (N 1000)
DO (''y'' ::= V ''x''; ''x'' ::= Plus (V ''x'') (N 1))"
value [code] "show_acom_opt (AI_ivl test5_ivl)"
text{* Again, the analysis would not terminate: *}
definition "test6_ivl =
''x'' ::= N 0;
WHILE Less (V ''x'') (N 1) DO ''x'' ::= Plus (V ''x'') (N -1)"
text{* Monotonicity: *}
interpretation
Abs_Int1_mono rep_ivl num_ivl plus_ivl filter_plus_ivl filter_less_ivl
proof
case goal1 thus ?case
by(auto simp: plus_ivl_def le_ivl_def le_option_def empty_def split: if_splits ivl.splits option.splits)
next
case goal2 thus ?case
by(auto simp: filter_plus_ivl_def le_prod_def mono_meet mono_minus_ivl)
next
case goal3 thus ?case
apply(cases a1, cases b1, cases a2, cases b2, auto simp: le_prod_def)
by(auto simp add: empty_def le_ivl_def le_option_def min_option_def max_option_def split: option.splits)
qed
end