| author | paulson | 
| Thu, 21 Apr 2005 15:05:24 +0200 | |
| changeset 15789 | 4cb16144c81b | 
| parent 15569 | 1b3115d1a8df | 
| child 15912 | 47aa1a8fcdc9 | 
| permissions | -rw-r--r-- | 
| 10148 | 1  | 
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header {* Using Hoare Logic *}
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theory HoareEx = Hoare:  | 
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subsection {* State spaces *}
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text {*
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First of all we provide a store of program variables that  | 
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occur in any of the programs considered later. Slightly unexpected  | 
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things may happen when attempting to work with undeclared variables.  | 
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*}  | 
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record vars =  | 
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I :: nat  | 
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M :: nat  | 
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N :: nat  | 
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S :: nat  | 
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text {*
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While all of our variables happen to have the same type, nothing  | 
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would prevent us from working with many-sorted programs as well, or  | 
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even polymorphic ones. Also note that Isabelle/HOL's extensible  | 
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record types even provides simple means to extend the state space  | 
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later.  | 
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*}  | 
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subsection {* Basic examples *}
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text {*
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We look at few trivialities involving assignment and sequential  | 
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composition, in order to get an idea of how to work with our  | 
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formulation of Hoare Logic.  | 
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*}  | 
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text {*
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 Using the basic \name{assign} rule directly is a bit cumbersome.
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*}  | 
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lemma  | 
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11704
 
3c50a2cd6f00
* sane numerals (stage 2): plain "num" syntax (removed "#");
 
wenzelm 
parents: 
11701 
diff
changeset
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  "|- .{\<acute>(N_update (2 * \<acute>N)) : .{\<acute>N = 10}.}. \<acute>N := 2 * \<acute>N .{\<acute>N = 10}."
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by (rule assign)  | 
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text {*
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Certainly we want the state modification already done, e.g.\ by  | 
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 simplification.  The \name{hoare} method performs the basic state
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update for us; we may apply the Simplifier afterwards to achieve  | 
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``obvious'' consequences as well.  | 
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*}  | 
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11704
 
3c50a2cd6f00
* sane numerals (stage 2): plain "num" syntax (removed "#");
 
wenzelm 
parents: 
11701 
diff
changeset
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lemma "|- .{True}. \<acute>N := 10 .{\<acute>N = 10}."
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by hoare  | 
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11704
 
3c50a2cd6f00
* sane numerals (stage 2): plain "num" syntax (removed "#");
 
wenzelm 
parents: 
11701 
diff
changeset
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lemma "|- .{2 * \<acute>N = 10}. \<acute>N := 2 * \<acute>N .{\<acute>N = 10}."
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by hoare  | 
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11704
 
3c50a2cd6f00
* sane numerals (stage 2): plain "num" syntax (removed "#");
 
wenzelm 
parents: 
11701 
diff
changeset
 | 
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lemma "|- .{\<acute>N = 5}. \<acute>N := 2 * \<acute>N .{\<acute>N = 10}."
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by hoare simp  | 
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lemma "|- .{\<acute>N + 1 = a + 1}. \<acute>N := \<acute>N + 1 .{\<acute>N = a + 1}."
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by hoare  | 
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lemma "|- .{\<acute>N = a}. \<acute>N := \<acute>N + 1 .{\<acute>N = a + 1}."
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by hoare simp  | 
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lemma "|- .{a = a & b = b}. \<acute>M := a; \<acute>N := b .{\<acute>M = a & \<acute>N = b}."
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by hoare  | 
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lemma "|- .{True}. \<acute>M := a; \<acute>N := b .{\<acute>M = a & \<acute>N = b}."
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by hoare simp  | 
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lemma  | 
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"|- .{\<acute>M = a & \<acute>N = b}.
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\<acute>I := \<acute>M; \<acute>M := \<acute>N; \<acute>N := \<acute>I  | 
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    .{\<acute>M = b & \<acute>N = a}."
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by hoare simp  | 
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text {*
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It is important to note that statements like the following one can  | 
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only be proven for each individual program variable. Due to the  | 
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extra-logical nature of record fields, we cannot formulate a theorem  | 
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relating record selectors and updates schematically.  | 
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*}  | 
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lemma "|- .{\<acute>N = a}. \<acute>N := \<acute>N .{\<acute>N = a}."
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by hoare  | 
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lemma "|- .{\<acute>x = a}. \<acute>x := \<acute>x .{\<acute>x = a}."
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oops  | 
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lemma  | 
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  "Valid {s. x s = a} (Basic (\<lambda>s. x_update (x s) s)) {s. x s = n}"
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  -- {* same statement without concrete syntax *}
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oops  | 
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text {*
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In the following assignments we make use of the consequence rule in  | 
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order to achieve the intended precondition. Certainly, the  | 
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 \name{hoare} method is able to handle this case, too.
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*}  | 
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lemma "|- .{\<acute>M = \<acute>N}. \<acute>M := \<acute>M + 1 .{\<acute>M ~= \<acute>N}."
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proof -  | 
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  have ".{\<acute>M = \<acute>N}. <= .{\<acute>M + 1 ~= \<acute>N}."
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by auto  | 
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  also have "|- ... \<acute>M := \<acute>M + 1 .{\<acute>M ~= \<acute>N}."
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by hoare  | 
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finally show ?thesis .  | 
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qed  | 
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lemma "|- .{\<acute>M = \<acute>N}. \<acute>M := \<acute>M + 1 .{\<acute>M ~= \<acute>N}."
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proof -  | 
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11701
 
3d51fbf81c17
sane numerals (stage 1): added generic 1, removed 1' and 2 on nat,
 
wenzelm 
parents: 
10838 
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changeset
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have "!!m n::nat. m = n --> m + 1 ~= n"  | 
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      -- {* inclusion of assertions expressed in ``pure'' logic, *}
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      -- {* without mentioning the state space *}
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by simp  | 
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  also have "|- .{\<acute>M + 1 ~= \<acute>N}. \<acute>M := \<acute>M + 1 .{\<acute>M ~= \<acute>N}."
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by hoare  | 
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finally show ?thesis .  | 
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qed  | 
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lemma "|- .{\<acute>M = \<acute>N}. \<acute>M := \<acute>M + 1 .{\<acute>M ~= \<acute>N}."
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by hoare simp  | 
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subsection {* Multiplication by addition *}
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text {*
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 We now do some basic examples of actual \texttt{WHILE} programs.
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This one is a loop for calculating the product of two natural  | 
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numbers, by iterated addition. We first give detailed structured  | 
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proof based on single-step Hoare rules.  | 
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*}  | 
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lemma  | 
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  "|- .{\<acute>M = 0 & \<acute>S = 0}.
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WHILE \<acute>M ~= a  | 
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DO \<acute>S := \<acute>S + b; \<acute>M := \<acute>M + 1 OD  | 
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      .{\<acute>S = a * b}."
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proof -  | 
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let "|- _ ?while _" = ?thesis  | 
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  let ".{\<acute>?inv}." = ".{\<acute>S = \<acute>M * b}."
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  have ".{\<acute>M = 0 & \<acute>S = 0}. <= .{\<acute>?inv}." by auto
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  also have "|- ... ?while .{\<acute>?inv & ~ (\<acute>M ~= a)}."
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proof  | 
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let ?c = "\<acute>S := \<acute>S + b; \<acute>M := \<acute>M + 1"  | 
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    have ".{\<acute>?inv & \<acute>M ~= a}. <= .{\<acute>S + b = (\<acute>M + 1) * b}."
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by auto  | 
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    also have "|- ... ?c .{\<acute>?inv}." by hoare
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    finally show "|- .{\<acute>?inv & \<acute>M ~= a}. ?c .{\<acute>?inv}." .
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qed  | 
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  also have "... <= .{\<acute>S = a * b}." by auto
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finally show ?thesis .  | 
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qed  | 
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text {*
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 The subsequent version of the proof applies the \name{hoare} method
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to reduce the Hoare statement to a purely logical problem that can be  | 
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solved fully automatically. Note that we have to specify the  | 
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 \texttt{WHILE} loop invariant in the original statement.
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*}  | 
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lemma  | 
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  "|- .{\<acute>M = 0 & \<acute>S = 0}.
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WHILE \<acute>M ~= a  | 
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      INV .{\<acute>S = \<acute>M * b}.
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DO \<acute>S := \<acute>S + b; \<acute>M := \<acute>M + 1 OD  | 
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      .{\<acute>S = a * b}."
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by hoare auto  | 
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subsection {* Summing natural numbers *}
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text {*
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We verify an imperative program to sum natural numbers up to a given  | 
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limit. First some functional definition for proper specification of  | 
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the problem.  | 
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*}  | 
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text {*
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The following proof is quite explicit in the individual steps taken,  | 
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 with the \name{hoare} method only applied locally to take care of
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assignment and sequential composition. Note that we express  | 
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intermediate proof obligation in pure logic, without referring to the  | 
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state space.  | 
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*}  | 
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declare setsum_op_ivl_Suc[simp] atLeast0LessThan[symmetric,simp]  | 
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theorem  | 
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  "|- .{True}.
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\<acute>S := 0; \<acute>I := 1;  | 
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WHILE \<acute>I ~= n  | 
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DO  | 
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\<acute>S := \<acute>S + \<acute>I;  | 
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\<acute>I := \<acute>I + 1  | 
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OD  | 
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      .{\<acute>S = (SUM j<n. j)}."
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(is "|- _ (_; ?while) _")  | 
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proof -  | 
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let ?sum = "\<lambda>k::nat. SUM j<k. j"  | 
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let ?inv = "\<lambda>s i::nat. s = ?sum i"  | 
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  have "|- .{True}. \<acute>S := 0; \<acute>I := 1 .{?inv \<acute>S \<acute>I}."
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proof -  | 
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have "True --> 0 = ?sum 1"  | 
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by simp  | 
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    also have "|- .{...}. \<acute>S := 0; \<acute>I := 1 .{?inv \<acute>S \<acute>I}."
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by hoare  | 
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finally show ?thesis .  | 
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qed  | 
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  also have "|- ... ?while .{?inv \<acute>S \<acute>I & ~ \<acute>I ~= n}."
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proof  | 
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let ?body = "\<acute>S := \<acute>S + \<acute>I; \<acute>I := \<acute>I + 1"  | 
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have "!!s i. ?inv s i & i ~= n --> ?inv (s + i) (i + 1)"  | 
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by simp  | 
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    also have "|- .{\<acute>S + \<acute>I = ?sum (\<acute>I + 1)}. ?body .{?inv \<acute>S \<acute>I}."
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by hoare  | 
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    finally show "|- .{?inv \<acute>S \<acute>I & \<acute>I ~= n}. ?body .{?inv \<acute>S \<acute>I}." .
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qed  | 
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also have "!!s i. s = ?sum i & ~ i ~= n --> s = ?sum n"  | 
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by simp  | 
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finally show ?thesis .  | 
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qed  | 
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text {*
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 The next version uses the \name{hoare} method, while still explaining
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the resulting proof obligations in an abstract, structured manner.  | 
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*}  | 
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theorem  | 
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  "|- .{True}.
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\<acute>S := 0; \<acute>I := 1;  | 
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WHILE \<acute>I ~= n  | 
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      INV .{\<acute>S = (SUM j<\<acute>I. j)}.
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DO  | 
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\<acute>S := \<acute>S + \<acute>I;  | 
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\<acute>I := \<acute>I + 1  | 
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OD  | 
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      .{\<acute>S = (SUM j<n. j)}."
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proof -  | 
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let ?sum = "\<lambda>k::nat. SUM j<k. j"  | 
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let ?inv = "\<lambda>s i::nat. s = ?sum i"  | 
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show ?thesis  | 
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proof hoare  | 
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show "?inv 0 1" by simp  | 
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next  | 
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fix s i assume "?inv s i & i ~= n"  | 
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thus "?inv (s + i) (i + 1)" by simp  | 
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next  | 
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fix s i assume "?inv s i & ~ i ~= n"  | 
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thus "s = ?sum n" by simp  | 
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qed  | 
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qed  | 
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text {*
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Certainly, this proof may be done fully automatic as well, provided  | 
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that the invariant is given beforehand.  | 
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*}  | 
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theorem  | 
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  "|- .{True}.
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\<acute>S := 0; \<acute>I := 1;  | 
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WHILE \<acute>I ~= n  | 
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      INV .{\<acute>S = (SUM j<\<acute>I. j)}.
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DO  | 
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\<acute>S := \<acute>S + \<acute>I;  | 
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\<acute>I := \<acute>I + 1  | 
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OD  | 
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      .{\<acute>S = (SUM j<n. j)}."
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by hoare auto  | 
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subsection{*Time*}
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text{*
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A simple embedding of time in Hoare logic: function @{text timeit}
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inserts an extra variable to keep track of the elapsed time.  | 
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*}  | 
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record tstate = time :: nat  | 
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types 'a time = "\<lparr>time::nat, \<dots>::'a\<rparr>"  | 
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consts timeit :: "'a time com \<Rightarrow> 'a time com"  | 
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primrec  | 
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"timeit(Basic f) = (Basic f; Basic(%s. s\<lparr>time := Suc(time s)\<rparr>))"  | 
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"timeit(c1;c2) = (timeit c1; timeit c2)"  | 
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"timeit(Cond b c1 c2) = Cond b (timeit c1) (timeit c2)"  | 
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"timeit(While b iv c) = While b iv (timeit c)"  | 
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record tvars = tstate +  | 
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I :: nat  | 
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J :: nat  | 
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lemma lem: "(0::nat) < n \<Longrightarrow> n+n \<le> Suc(n*n)"  | 
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by(induct n, simp_all)  | 
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lemma "|- .{i = \<acute>I & \<acute>time = 0}.
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timeit(  | 
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WHILE \<acute>I \<noteq> 0  | 
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 INV .{2*\<acute>time + \<acute>I*\<acute>I + 5*\<acute>I = i*i + 5*i}.
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DO  | 
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\<acute>J := \<acute>I;  | 
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WHILE \<acute>J \<noteq> 0  | 
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   INV .{0 < \<acute>I & 2*\<acute>time + \<acute>I*\<acute>I + 3*\<acute>I + 2*\<acute>J - 2 = i*i + 5*i}.
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DO \<acute>J := \<acute>J - 1 OD;  | 
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\<acute>I := \<acute>I - 1  | 
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OD  | 
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 ) .{2*\<acute>time = i*i + 5*i}."
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apply simp  | 
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apply hoare  | 
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apply simp  | 
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apply clarsimp  | 
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apply clarsimp  | 
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apply arith  | 
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prefer 2  | 
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apply clarsimp  | 
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apply (clarsimp simp:nat_distrib)  | 
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apply(frule lem)  | 
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apply arith  | 
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done  | 
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end  |