Backtracking and Induction in ACL2 John Erickson
Introduction <ul><li>Often, ACL2 must choose between several promising alternatives </li></ul><ul><li>Eg, there may be mul...
Backtracking Applications <ul><li>Cross Fertilization and Generalization </li></ul><ul><li>Unmeasured Induction Variable M...
Generalization <ul><li>Often a theorem must be generalized before it can be proved </li></ul><ul><ul><li>Eg: (REV1 X NIL) ...
Reverse Example <ul><li>(defun rv (x) </li></ul><ul><li>(if (endp x) </li></ul><ul><li>nil </li></ul><ul><li>(append (rv (...
Reverse Almost Wins <ul><li>Subgoal *1/2'4' </li></ul><ul><li>(IMPLIES (EQUAL (RV1 X2 NIL) (RV X2)) </li></ul><ul><li>(EQU...
Reverse Wins <ul><li>Subgoal *1/2'4' </li></ul><ul><li>(IMPLIES (EQUAL (RV1 X2 NIL) (RV X2)) </li></ul><ul><li>(EQUAL (RV1...
Unmeasured Variable Instantiation <ul><li>Based on paper by Kapur and Subramaniam </li></ul><ul><li>Represent unmeasured i...
Rotate Example <ul><li>(defun rot (n x) </li></ul><ul><li>(if (zp n) </li></ul><ul><li>x </li></ul><ul><li>  (rot (1- n) (...
Rotate Example (2) <ul><li>Induct:  </li></ul><ul><ul><li>IH:  (rot (len (cdr x)) (ap (cdr x) (F x y))) = (ap (F x y) (cdr...
Rotate Example (2) <ul><li>Induct:  </li></ul><ul><ul><li>IH:  (rot (len (cdr x))  (ap (cdr x) (F x y)) ) = (ap (F x y) (c...
Rotate Example (2) <ul><li>Induct:  </li></ul><ul><ul><li>IH:  (rot (len (cdr x)) (ap (cdr x) (F x y))) = (ap (F x y) (cdr...
Rotate Example (3) <ul><li>Definition </li></ul><ul><ul><li>(F x y) = (ap y (list (car x))) </li></ul></ul><ul><li>Attempt...
Implementation <ul><li>Prover implemented in ‘bprove’ book </li></ul><ul><li>Use ACL2’s simplification, generalization rou...
Future Work <ul><li>Implement more alternatives </li></ul><ul><li>Explore parallelization </li></ul><ul><li>Find better wa...
Conclusions <ul><li>Computing power keeps growing </li></ul><ul><li>Search is one way to use these cycles </li></ul><ul><l...
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ACL2 Backtracking

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ACL2 Backtracking

  1. 1. Backtracking and Induction in ACL2 John Erickson
  2. 2. Introduction <ul><li>Often, ACL2 must choose between several promising alternatives </li></ul><ul><li>Eg, there may be multiple induction schemes suggested by a given theorem </li></ul><ul><li>Usually, ACL2 will choose one and proceed </li></ul><ul><li>By implementing backtracking, we can find more proofs automatically </li></ul>
  3. 3. Backtracking Applications <ul><li>Cross Fertilization and Generalization </li></ul><ul><li>Unmeasured Induction Variable Matching </li></ul>
  4. 4. Generalization <ul><li>Often a theorem must be generalized before it can be proved </li></ul><ul><ul><li>Eg: (REV1 X NIL) = (RV X) usually generalized to (REV1 X A) = (APPEND (RV X) A) </li></ul></ul><ul><li>ACL2 already does generalize some theorems </li></ul><ul><li>Generalization with cross-fertilization can be a powerful combination </li></ul><ul><ul><li>Eg: ACL2 discovers (RV (APPEND X (LIST A))) = (CONS A (RV X))) during proof of (RV (RV X)) = X </li></ul></ul><ul><li>Often generalizes to non-theorems or non-inductive theorems, or cross-fertilizes when it is not helpful </li></ul>
  5. 5. Reverse Example <ul><li>(defun rv (x) </li></ul><ul><li>(if (endp x) </li></ul><ul><li>nil </li></ul><ul><li>(append (rv (cdr x)) (list (car x))))) </li></ul><ul><li>(defun rv1 (x a) </li></ul><ul><li>(if (endp x) </li></ul><ul><li>a </li></ul><ul><li>(rv1 (cdr x) (cons (car x) a)))) </li></ul><ul><li>(defthm rv1-rv </li></ul><ul><li>(equal (rv1 x nil) (rv x))) </li></ul>
  6. 6. Reverse Almost Wins <ul><li>Subgoal *1/2'4' </li></ul><ul><li>(IMPLIES (EQUAL (RV1 X2 NIL) (RV X2)) </li></ul><ul><li>(EQUAL (RV1 X2 (LIST X1)) </li></ul><ul><li>(APPEND (RV X2) (LIST X1)))). </li></ul><ul><li>We now use the hypothesis by substituting (RV1 X2 NIL) for (RV X2) </li></ul><ul><li>and throwing away the hypothesis. This produces </li></ul><ul><li>Subgoal *1/2'5' </li></ul><ul><li>(EQUAL (RV1 X2 (LIST X1)) </li></ul><ul><li>(APPEND (RV1 X2 NIL) (LIST X1))). </li></ul><ul><li>Name the formula above *1.1. </li></ul>
  7. 7. Reverse Wins <ul><li>Subgoal *1/2'4' </li></ul><ul><li>(IMPLIES (EQUAL (RV1 X2 NIL) (RV X2)) </li></ul><ul><li>(EQUAL (RV1 X2 (LIST X1)) </li></ul><ul><li>(APPEND (RV X2) (LIST X1)))). </li></ul><ul><li>We now generalize by substituting X3 for (LIST X1) </li></ul><ul><li>and throwing away the hypothesis. This produces </li></ul><ul><li>Subgoal *1/2'5' </li></ul><ul><li>(EQUAL (RV1 X2 X3) </li></ul><ul><li>(APPEND (RV X2) X3)). </li></ul><ul><li>Name the formula above *1.1. </li></ul>
  8. 8. Unmeasured Variable Instantiation <ul><li>Based on paper by Kapur and Subramaniam </li></ul><ul><li>Represent unmeasured induction variables with constrained functions in induction hypothesis </li></ul><ul><li>Match induction conclusion and induction hypothesis to find instantiations for unmeasured induction variables </li></ul><ul><li>Use mismatches to discover lemmas </li></ul>
  9. 9. Rotate Example <ul><li>(defun rot (n x) </li></ul><ul><li>(if (zp n) </li></ul><ul><li>x </li></ul><ul><li> (rot (1- n) (ap (cdr x) (list (car x)))))) </li></ul><ul><li>Goal: (rot (len x) (ap x y)) = (ap y x) </li></ul>
  10. 10. Rotate Example (2) <ul><li>Induct: </li></ul><ul><ul><li>IH: (rot (len (cdr x)) (ap (cdr x) (F x y))) = (ap (F x y) (cdr x)) </li></ul></ul><ul><ul><li>IC’: (rot (len (cdr x)) (ap (ap (cdr x) y) (list (car x)))) = (ap y x) </li></ul></ul>
  11. 11. Rotate Example (2) <ul><li>Induct: </li></ul><ul><ul><li>IH: (rot (len (cdr x)) (ap (cdr x) (F x y)) ) = (ap (F x y) (cdr x)) </li></ul></ul><ul><ul><li>IC’: (rot (len (cdr x)) (ap (ap (cdr x) y) (list (car x))) ) = (ap y x) </li></ul></ul><ul><li>Decompose and Match: </li></ul><ul><ul><li>IH: (ap (cdr x) (F x y)) </li></ul></ul><ul><ul><li>IC: (ap (ap (cdr x) y) (list (car x))) </li></ul></ul>
  12. 12. Rotate Example (2) <ul><li>Induct: </li></ul><ul><ul><li>IH: (rot (len (cdr x)) (ap (cdr x) (F x y))) = (ap (F x y) (cdr x)) </li></ul></ul><ul><ul><li>IC’: (rot (len (cdr x)) (ap (ap (cdr x) y) (list (car x)))) = (ap y x) </li></ul></ul><ul><li>Decompose and Match: </li></ul><ul><ul><li>IH: (ap (cdr x) (F x y)) </li></ul></ul><ul><ul><li>IC: (ap (ap (cdr x) y) (list (car x))) </li></ul></ul><ul><li>Speculate (endp (cdr x)) and Simplify : </li></ul><ul><ul><li>IH: (F x y) </li></ul></ul><ul><ul><li>IC: (ap y (list (car x))) </li></ul></ul><ul><li>Found definition for (F x y) </li></ul>
  13. 13. Rotate Example (3) <ul><li>Definition </li></ul><ul><ul><li>(F x y) = (ap y (list (car x))) </li></ul></ul><ul><li>Attempted Match: </li></ul><ul><ul><li>IH: (ap (cdr x) (F x y) ) </li></ul></ul><ul><ul><li>IC: (ap (ap (cdr x) y) (list (car x))) </li></ul></ul><ul><li>Test Match: </li></ul><ul><ul><li>IH: (ap (cdr x) (ap y (list (car x))) ) </li></ul></ul><ul><ul><li>IC: (ap (ap (cdr x) y) (list (car x))) </li></ul></ul><ul><ul><li>Proved as lemma, can be generalized first to obtain assoc-append </li></ul></ul>
  14. 14. Implementation <ul><li>Prover implemented in ‘bprove’ book </li></ul><ul><li>Use ACL2’s simplification, generalization routines </li></ul><ul><li>Custom routines for generating induction subgoals with constrained functions </li></ul><ul><li>Successful proofs submitted to ACL2 using make-event </li></ul>
  15. 15. Future Work <ul><li>Implement more alternatives </li></ul><ul><li>Explore parallelization </li></ul><ul><li>Find better ways to present output </li></ul>
  16. 16. Conclusions <ul><li>Computing power keeps growing </li></ul><ul><li>Search is one way to use these cycles </li></ul><ul><li>Unmeasured induction variable instantiation and generalization are two places this idea can be applied </li></ul>
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