Copyright  (c) Levent Erkok 

License  BSD3 
Maintainer  erkokl@gmail.com 
Stability  experimental 
Safe Haskell  None 
Language  Haskell2010 
Proof of correctness of an imperative fibonacci algorithm, using weakest preconditions. Note that due to the recursive nature of fibonacci, we cannot write the spec directly, so we use an uninterpreted function and proper axioms to complete the proof.
Program state
The state for the sum program, parameterized over a base type a
.
Instances
Functor FibS Source #  
Foldable FibS Source #  
Defined in Documentation.SBV.Examples.WeakestPreconditions.Fib fold :: Monoid m => FibS m > m # foldMap :: Monoid m => (a > m) > FibS a > m # foldr :: (a > b > b) > b > FibS a > b # foldr' :: (a > b > b) > b > FibS a > b # foldl :: (b > a > b) > b > FibS a > b # foldl' :: (b > a > b) > b > FibS a > b # foldr1 :: (a > a > a) > FibS a > a # foldl1 :: (a > a > a) > FibS a > a # elem :: Eq a => a > FibS a > Bool # maximum :: Ord a => FibS a > a #  
Traversable FibS Source #  
(SymVal a, SMTValue a) => Fresh IO (FibS (SBV a)) Source # 

Show a => Show (FibS a) Source #  
(SymVal a, Show a) => Show (FibS (SBV a)) Source #  Show instance for 
Generic (FibS a) Source #  
Mergeable a => Mergeable (FibS a) Source #  
type Rep (FibS a) Source #  
Defined in Documentation.SBV.Examples.WeakestPreconditions.Fib type Rep (FibS a) = D1 (MetaData "FibS" "Documentation.SBV.Examples.WeakestPreconditions.Fib" "sbv8.2BpcWyxFKVuJBXlUtpLk21" False) (C1 (MetaCons "FibS" PrefixI True) ((S1 (MetaSel (Just "n") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 a) :*: S1 (MetaSel (Just "i") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 a)) :*: (S1 (MetaSel (Just "k") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 a) :*: S1 (MetaSel (Just "m") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 a)))) 
The algorithm
The imperative fibonacci algorithm:
i = 0 k = 1 m = 0 while i < n: m, k = k, m + k i++
When the loop terminates, m
contains fib(n)
.
fib :: SInteger > SInteger Source #
Symbolic fibonacci as our specification. Note that we cannot really implement the fibonacci function since it is not symbolically terminating. So, we instead uninterpret and axiomatize it below.
NB. The concrete part of the definition is only used in calls to traceExecution
and is not needed for the proof. If you don't need to call traceExecution
, you
can simply ignore that part and directly uninterpret.
axiomatizeFib :: Symbolic () Source #
Constraints and axioms we need to state explicitly to tell the SMT solver about our specification for fibonacci.
imperativeFib :: Program F Source #
A program is the algorithm, together with its pre and postconditions.
Correctness
correctness :: IO (ProofResult (FibS Integer)) Source #
With the axioms in place, it is trivial to establish correctness:
>>>
correctness
Total correctness is established. Q.E.D.
Note that I found this proof to be quite fragile: If you do not get the algorithm right or the axioms aren't in place, z3 simply goes to an infinite loop, instead of providing counterexamples. Of course, this is to be expected with the quantifiers present.
Concrete execution
Example concrete run. As we mentioned in the definition for fib
, the concreteexecution
function cannot deal with uninterpreted functions and axioms for obvious reasons. In those
cases we revert to the concrete definition. Here's an example run:
>>>
traceExecution imperativeFib $ FibS {n = 3, i = 0, k = 0, m = 0}
*** Precondition holds, starting execution: {n = 3, i = 0, k = 0, m = 0} ===> [1.1] Assign {n = 3, i = 0, k = 1, m = 0} ===> [1.2] Conditional, taking the "then" branch {n = 3, i = 0, k = 1, m = 0} ===> [1.2.1] Skip {n = 3, i = 0, k = 1, m = 0} ===> [1.3] Loop "i < n": condition holds, executing the body {n = 3, i = 0, k = 1, m = 0} ===> [1.3.{1}.1] Assign {n = 3, i = 0, k = 1, m = 1} ===> [1.3.{1}.2] Assign {n = 3, i = 1, k = 1, m = 1} ===> [1.3] Loop "i < n": condition holds, executing the body {n = 3, i = 1, k = 1, m = 1} ===> [1.3.{2}.1] Assign {n = 3, i = 1, k = 2, m = 1} ===> [1.3.{2}.2] Assign {n = 3, i = 2, k = 2, m = 1} ===> [1.3] Loop "i < n": condition holds, executing the body {n = 3, i = 2, k = 2, m = 1} ===> [1.3.{3}.1] Assign {n = 3, i = 2, k = 3, m = 2} ===> [1.3.{3}.2] Assign {n = 3, i = 3, k = 3, m = 2} ===> [1.3] Loop "i < n": condition fails, terminating {n = 3, i = 3, k = 3, m = 2} *** Program successfully terminated, post condition holds of the final state: {n = 3, i = 3, k = 3, m = 2} Program terminated successfully. Final state: {n = 3, i = 3, k = 3, m = 2}
As expected, fib 3
is 2
.