CFG Simplification

Posted By on April 29, 2016


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Context-Free Grammar
Chomsky Normal Form

In a CFG, it may happen that all the production rules and symbols are not needed for the derivation of strings. Besides, there may be some null productions and unit productions. Elimination of these productions and symbols is called simplification of CFGs. Simplification essentially comprises of the following steps −

  • Reduction of CFG
  • Removal of Unit Productions
  • Removal of Null Productions

Reduction of CFG

CFGs are reduced in two phases −

Phase 1 − Derivation of an equivalent grammar, G’, from the CFG, G, such that each variable derives some terminal string.

Derivation Procedure

Step 1 − Include all symbols, W1, that derive some terminal and initialize i=1.
Step 2 − Include all symbols, Wi+1, that derive Wi.
Step 3 − Increment i and repeat Step 2, until Wi+1 = Wi.
Step 4 − Include all production rules that have Wi in it.

Phase 2 − Derivation of an equivalent grammar, G”, from the CFG, G’, such that each symbol appears in a sentential form.

Derivation Procedure

Step 1 − Include the start symbol in Y1 and initialize i = 1.
Step 2 − Include all symbols, Yi+1, that can be derived fromYi and include all production rules that have been applied.
Step 3 − Increment i and repeat Step 2, until Yi+1 = Yi.

Problem

Find a reduced grammar equivalent to the grammar G, having production rules, P: S → AC | B, A → a, C → c | BC, E → aA | e

Solution

Phase 1

T = { a, c, e }

W1 = { A, C, E } from rules A → a, C → c and E → aA

W2 = { A, C, E } ∪ { S } from rule S → AC

W3 = { A, C, E, S } ∪ ∅

Since W2 = W3, we can derive G’ as −

G’ = { { A, C, E, S }, { a, c, e }, P, {S}}

where P: S → AC, A → a, C → c , E → aA | e

Phase 2

Y1 = { S }

Y2 = { S, A, C } from rule S → AC

Y3 = { S, A, C, a, c } from rules A → a and C → c

Y4 = { S, A, C, a, c }

Since Y3 = Y4, we can derive G” as −

G” = { { A, C, S }, { a, c }, P, {S}}

where P: S → AC, A → a, C → c

Removal of Unit Productions

Any production rule in the form A → B where A, B ∈ Non-terminal is called unit production.

Removal Procedure −

Step 1 To remove A → B, add production A → x to the grammar rule whenever B → x occurs in the grammar. [x ∈ Terminal, x can be Null]
Step 2 Delete A → B from the grammar.
Step 3 Repeat from step 1 until all unit productions are removed.

Problem

Remove unit production from the following −

S → XY, X → a, Y → Z | b, Z → M, M → N, N → a

Solution

There are 3 unit productions in the grammar −

Y → Z, Z → M, and M → N

At first, we will remove M → N.

As N → a, we add M → a, and M → N is removed.

The production set becomes

S → XY, X → a, Y → Z | b, Z → M, M → a, N → a

Now we will remove Z → M.

As M → a, we add Z → a, and Z → M is removed.

The production set becomes

S → XY, X → a, Y → Z | b, Z → a, M → a, N → a

Now we will remove Y → Z.

As Z → a, we add Y → a, and Y → Z is removed.

The production set becomes

S → XY, X → a, Y → a | b, Z → a, M → a, N → a

Now Z, M, and N are unreachable, hence we can remove those.

The final CFG is unit production free −

S → XY, X → a, Y → a | b

Removal of Null Productions

In a CFG, a non-terminal symbol ‘A’ is a nullable variable if there is a production A → ε or there is a derivation that starts at A and finally ends up with ε: A → …….… → ε

Removal Procedure

Step 1 Find out nullable non-terminal variables which derive .
Step 2 For each production A → a, construct all productions A → xwhere x is obtained from ‘a’ by removing one or multiple non-terminals from Step 1.
Step 3 Combine the original productions with the result of step 2 and remove ∈-productions.

Problem

Remove null production from the following −

S → ASA | aB | b, A → B, B → b | ∈

Solution

There are two nullable variables − A and B

At first, we will remove B → ε.

After removing B → ε, the production set becomes −

S → ASA | aB | b | a, A → B| b | ∈, B → b

Now we will remove A → ε.

After removing A → ε, the production set becomes −

S → ASA | aB | b | a | SA | AS | S, A → B| b, B → b

This is the final production set without null transition.

Context-Free Grammar
Chomsky Normal Form

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Posted by Akash Kurup

Founder and C.E.O, World4Engineers Educationist and Entrepreneur by passion. Orator and blogger by hobby

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