diff --git a/CaseBi.hs b/CaseBi.hs
--- a/CaseBi.hs
+++ b/CaseBi.hs
@@ -1,7 +1,7 @@
 --{-# LANGUAGE BangPatterns #-}
 
 module CaseBi (
--- * Function that can be used instead of 
+-- * Function that can be used instead of 'case ... of' construction
 --
 -- > case var of 
 -- >   a1 -> b1
@@ -11,9 +11,9 @@
 -- >   an -> bn
 -- >   _  -> def
 -- 
--- for efficiency
+-- for efficiency or other data representation
   getBFst', getBFst, getBFstV, 
--- * Additional functions that are used to sort a list of pairs (which can be obtained by e. g. Prelude.zip)
+-- * Additional functions that are used to sort a list of pairs (which can be obtained e. g. by Prelude.zip)
   sortFst, sortFstV,
 -- ** Function that can be used for changing the Vector (a, b) during its creation 
   filterP
@@ -34,14 +34,16 @@
 -- >   an -> bn
 -- >   _  -> defaultValue
 -- 
--- The function 'case a of ...' gives the /O(n)/ coplexity of the transformation of a to b here, 
--- but the function getBFst' tries to give about /O(log n)/ complexity 
--- The Vector (a, b) must be sorted in ascending order here for the algorithm to be used correctly. For this you can use 
+-- If we follow a lot of teaching materials that explain the workflow of the construction we think that the complexity of it is about /O(n)/ for the transformation of @a@ to @b@ here. 
+-- David Feuer (david.feuer@gmail.com) said that 'case ... of' is already optimized in GHC. Some benchmarks show that its behaviour  tends to be about of /O(log n)/ complexity, the same as
+-- the proposed function getBFst'. Nevertheless, the last one shows better performance in some situations, is rather general and can be used for another data representation.
+-- Therefore, it can be preferred in some situations. getBFst' uses binary search algorithm and a Vector (a, b) as somewhat like a complicated filter or like a special sieve.
+-- The @Vector (a, b)@ must be sorted in ascending order here for the algorithm to be used correctly. For this you can use 
 -- the following functions 'sortFst' and 'sortFstV'. 
 -- 
--- b before Vector (a, b) in the type definition of the 'getBFst' must be a @defaultValue@ for 'case' above. 
+-- @b@ before @Vector (a, b)@ in the tuple in the type definition of the 'getBFst' must be a @defaultValue@ for 'case' above. 
 --
--- Vector (a, b) corresponds to 
+-- @Vector (a, b)@ corresponds to 
 --
 -- >  a1 -> b1
 -- >  a2 -> b2
@@ -49,18 +51,18 @@
 -- >  ...
 -- >  an -> bn
 -- 
-getBFst' :: (Ord a) => b -- ^ a default value that can be substituted if there is no correspendence in the set of (a, b) tuples (the 'otherwise' or irrefutable pattern analogue)
-  -> V.Vector (a, b) -- ^ Vector of the (a, b) tuples that must be sorted in ascending order for the first argument. If there are several pairs (a, b) with the same a, 
-  -- ^ the function gives a resulting b as if there is only the first one
+getBFst' :: (Ord a) => (b, V.Vector (a, b)) -- ^ a default value that can be substituted if there is no correspendence in the set of @(a, b)@ tuples (the 'otherwise' or irrefutable pattern analogue).
+  -- ^ Vector of the @(a, b)@ tuples that must be sorted in ascending order for the first argument. If there are several pairs (a, b) with the same @a@, 
+  -- ^ the function gives a resulting @b@ as if there is only the first one
   -> a -- ^ an element for which the corresponding resulting b must be found
   -> b -- ^ the result
-getBFst' def vec l | if (l < (fst (V.unsafeHead vec))) then True else (l > (fst (V.unsafeLast vec))) = def
-                   | (V.length vec >= 2) = if l <= fst (vec V.! (V.length vec `quot` 2))
-  then getBFst' def (V.unsafeSlice 0 (V.length vec `quot` 2) vec) l 
-  else getBFst' def (V.unsafeSlice (V.length vec `quot` 2) (V.length vec - (V.length vec `quot` 2)) vec) l 
-                   | otherwise = snd (V.unsafeHead vec)
+getBFst' (def, vec) l | if (l < (fst (V.unsafeHead vec))) then True else (l > (fst (V.unsafeLast vec))) = def
+                      | (V.length vec >= 2) = if l <= fst (vec V.! (V.length vec `quot` 2))
+  then getBFst' (def, (V.unsafeSlice 0 (V.length vec `quot` 2) vec)) l 
+  else getBFst' (def, (V.unsafeSlice (V.length vec `quot` 2) (V.length vec - (V.length vec `quot` 2)) vec)) l 
+                      | otherwise = snd (V.unsafeHead vec)
                    
--- | The function that uses special kind of bisection to effectively transform the Vector a to Vector b with  instead of simply use 
+-- | The function that uses special realization of the binary search to effectively transform the @Vector a@ to @Vector b@ instead of simply use 
 --
 -- > case var of
 -- >   a1 -> b1
@@ -70,15 +72,12 @@
 -- >   an -> bn
 -- >   _  -> defaultValue
 -- 
--- The function 'V.map (f (case var of ...)) [a]' gives the /O(n*m)/ coplexity of the transformation of Vector a to Vector b here 
--- where m is the length of the Vector a (and Vector b respectively here), but the function 'getBFstV' tries to give about /O(m*log n)/ complexity 
--- The Vector (a, b) must be sorted in ascending order here for the algorithm to be used correctly. For this you can use 
--- the following functions 'sortFst' and 'sortFstV'. If m >> n than the function gives more efficiency. Even otherwise, 
--- it can be used to simplify the procedure for optimizing the code for transformation of the Vector data.
+-- The @Vector (a, b)@ must be sorted in ascending order here for the algorithm to be used correctly. For this you can use 
+-- the following functions 'sortFst' and 'sortFstV'. it can be used to simplify the procedure for optimizing the code for transformation of the Vector data.
 -- 
--- b after Vector (a, b) in the type definition of the 'getBFstV' must be a defaultValue for case above. 
+-- @b@ after @Vector (a, b)@ in the type definition of the 'getBFstV' must be a @defaultValue@ for 'case' above. 
 --
--- Vector (a, b) corresponds to 
+-- @Vector (a, b)@ corresponds to 
 --
 -- >  a1 -> b1
 -- >  a2 -> b2
@@ -86,13 +85,13 @@
 -- >  ...
 -- >  an -> bn
 -- 
-getBFstV :: (Ord a) => V.Vector (a, b) -- ^ Vector of the (a, b) tuples that are sorted in ascending order for the first argument
-  -> b -- ^ a default value that can be substituted if there is no correspendence in the set of (a, b) tuples (the 'otherwise' or irrefutable pattern analogue)
-  -> V.Vector a -- ^ a Vector needed to be transformed accordingly to the correct (a, b) tuple pairs
+getBFstV :: (Ord a) => V.Vector (a, b) -- ^ Vector of the @(a, b)@ tuples that are sorted in ascending order for the first argument
+  -> b -- ^ a default value that can be substituted if there is no correspendence in the set of @(a, b)@ tuples (the 'otherwise' or irrefutable pattern analogue)
+  -> V.Vector a -- ^ a Vector needed to be transformed accordingly to the correct @(a, b)@ tuple pairs
   -> V.Vector b -- ^ the resulting Vector
-getBFstV c y = V.map (getBFst' y c)
+getBFstV c y = V.map (getBFst' (y, c))
 
--- | The function that uses special kind of bisection to effectively transform the [a] to [b] with  instead of simply use 
+-- | The function that uses special kind of bisection to effectively transform the @[a]@ to @[b]@ instead of simply use 
 --
 -- > case var of
 -- >   a1 -> b1
@@ -102,15 +101,13 @@
 -- >   an -> bn
 -- >   _  -> defaultValue
 -- 
--- The function 'map (f (case var of ...)) [a]' gives the /O(n*m)/ coplexity of the transformation of [a] to [b] here 
--- where m is the length of the [a] (and [b] respectively here), but the function 'getBFst' tries to give about /O(m*log n)/ complexity 
--- The Vector (a, b) must be sorted in ascending order here for the algorithm to be used correctly. For this you can use 
--- the following functions 'sortFst' and 'sortFstV'. If m >> n than the function gives more efficiency. Even otherwise, 
--- it can be used to simplify the procedure for optimizing the code for transformation of the list data.
+-- The @Vector (a, b)@ must be sorted in ascending order here for the algorithm to be used correctly. For this you can use 
+-- the following functions 'sortFst' and 'sortFstV'. The function can be used to simplify the procedure for optimizing the code for transformation of the list data 
+-- or to represent the data in another way.
 -- 
--- b after Vector (a, b) in the type definition of the 'getBFst' must be a defaultValue for 'case' above. 
+-- @b@ after @Vector (a, b)@ in the type definition of the 'getBFst' must be a @defaultValue@ for 'case' above. 
 --
--- Vector (a, b) corresponds to 
+-- @Vector (a, b)@ corresponds to 
 --
 -- >  a1 -> b1
 -- >  a2 -> b2
@@ -118,20 +115,20 @@
 -- >  ...
 -- >  an -> bn
 -- 
-getBFst :: (Ord a) => V.Vector (a, b) -- ^ Vector of the (a, b) tuples that must be sorted in ascending order for the first argument
-  -> b -- ^ a default value that can be substituted if there is no correspendence in the set of (a, b) tuples (the 'otherwise' or irrefutable pattern analogue)
-  -> [a] -- ^ a list of values needed to be transformed accordingly to the correct (a, b) tuple pairs
+getBFst :: (Ord a) => V.Vector (a, b) -- ^ Vector of the @(a, b)@ tuples that must be sorted in ascending order for the first argument
+  -> b -- ^ a default value that can be substituted if there is no correspendence in the set of @(a, b)@ tuples (the 'otherwise' or irrefutable pattern analogue)
+  -> [a] -- ^ a list of values needed to be transformed accordingly to the correct @(a, b)@ tuple pairs
   -> [b] -- ^ the resulting list
-getBFst c y = map (getBFst' y c)
+getBFst c y = map (getBFst' (y, c))
 
--- | Function that sorts a list of (a, b) tuples by the first argument (@a@ must be an instance of class Ord)
--- and is inspired by Data.List.sort function (the last one can be used for sorting the (a, b) tuples where both the types of a and b
+-- | Function that sorts a list of @(a, b)@ tuples by the first argument 
+-- and is inspired by Data.List.sort function (the last one can be used for sorting the @(a, b)@ tuples where both the types of @a@ and @b@
 -- have instances of the class Ord). It is inspired by the work: https://wiki.haskell.org/Introduction
 sortFst :: (Ord a) => [(a, b)] -> [(a, b)]
 sortFst xs | not . null $ xs = let z = fst . head $ xs in sortFst (filter (\(x, _) -> x < z) xs) ++ filter (\(x, _) -> x == z) xs ++ sortFst (filter (\(x, _) -> x > z) xs)
            | otherwise = []
 
--- | Function that prepares the list of (a, b) tuples representing the 
+-- | Function that prepares the list of @(a, b)@ tuples representing the 
 --
 -- > case var of 
 -- >   a1 -> b1
@@ -141,26 +138,24 @@
 -- >   an -> bn
 -- >   _  -> defaultValue
 --
--- for usage in the 'getBFst' and 'getBFstV' functions. @a@ must be an instance of class Ord.
+-- for usage in the 'getBFst' and 'getBFstV' functions. 
 --
--- The resulting vector has for every @a@ only one element, which was the first in the list of tuples (a, b) after sorting by 'sortFst' function.
+-- The resulting vector has for every @a@ only one element, which was the first in the list of tuples @(a, b)@ after sorting by 'sortFst' function.
 --
 sortFstV :: (Ord a) => [(a, b)] -> V.Vector (a, b)
 sortFstV = V.fromList . L.nubBy (\x y -> fst x == fst y) . sortFst
 
--- | The function that is used to filter a list [(a, b)] of the corresponding values for getFstB' to obtain the Vector (a, b) 
--- such that the b element for the sequence of pairs (a, b) with the same a is selected by the predicate p and is not necessarily the first one 
+-- | The function that is used to filter @[(a, b)]@ of the corresponding values for getFstB' to obtain the @Vector (a, b)@ 
+-- such that the @b@ element for the sequence of pairs @(a, b)@ with the same @a@ is selected by the predicate @p@ and is not necessarily the first one 
 -- as it is for the getFstB' function and its successors by default.
-filterP :: (Ord a) => ((a, b) -> Bool) -- ^ The predicate p used to select the only one value of b in the pairs (a, b) with the same a. 
-  -- ^ If there are several pairs (a, b) for the same a that satisfies a predicate then the first one is used. For large [(a, b)] 
+filterP :: (Ord a) => ((a, b) -> Bool) -- ^ The predicate @p@ used to select the only one value of @b@ in the pairs @(a, b)@ with the same @a@. 
+  -- ^ If there are several pairs @(a, b)@ for the same @a@ that satisfies a predicate then the first one is used. For large @[(a, b)]@ 
   -- ^ it can be rather complex.
-  -> [(a, b)] -- ^ The list of (a, b) sorted in the ascending order by the first element a (e. g. by the 'sortFst' function)
-  -> V.Vector (a, b) -- ^ The resulting filtered Vector (a, b) that can be used for getFstB' and its successor functions
+  -> [(a, b)] -- ^ The list of @(a, b)@ sorted in the ascending order by the first element a (e. g. by the 'sortFst' function)
+  -> V.Vector (a, b) -- ^ The resulting filtered @Vector (a, b)@ that can be used for getFstB' and its successor functions.
 --
 -- Example: 
 --
 -- > filterP (\(t, w) -> (t == "1") || (w > 'f')) . sortFst $ [("1",'a'),("4a",'k'),("4a",'b'),("4a",'c'),("4a",'d'),("4a",'e'),("b7",'c'),("b7",'k')] = [("1",'a'),("4a",'k'),("b7",'k')]
 -- 
 filterP p xs = V.fromList . concatMap (\x -> take 1 . dropWhile (not . p) $ x) $ L.groupBy (\(x1,_) (x2,_) -> x1 == x2) xs
-  
-  
diff --git a/ChangeLog.md b/ChangeLog.md
--- a/ChangeLog.md
+++ b/ChangeLog.md
@@ -13,3 +13,9 @@
 
 * First version revised C. Some performance improvements and changing the imported functions.
 
+## 0.1.5.0 -- 2019-09-28
+
+* First version revised D. Some performance improvements and changing the documentation.
+The benchmark testing continues.
+
+
diff --git a/mmsyn2.cabal b/mmsyn2.cabal
--- a/mmsyn2.cabal
+++ b/mmsyn2.cabal
@@ -2,7 +2,7 @@
 -- see http://haskell.org/cabal/users-guide/
 
 name:                mmsyn2
-version:             0.1.4.0
+version:             0.1.5.0
 synopsis:            The library that can be used for multiple (Ord a) => a -> b transformations
 description:         The library that can be used for optimization or another representation of multiple (Ord a) => a -> b transformations
 homepage:            https://oleksandrzhabenko.github.io/mmsyn2
