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Finished first draft of cs theory review blog post.

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Jeffery Russell 6 years ago
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@ -246,11 +246,144 @@ Y \rightarrow bYc | \epsilon\\
Z \rightarrow cZd | \epsilon
$$
## Closure
CFLs are closed under union, concatenation, and Kleene star.
- Union: Create a new starting variable which goes to either branch.
-Kleene Star: We can repeatedly concate the derivations of the string. However, we also need to make sure that epsilon occurs in the string.
- Concatenation: From start variable we force the concatenation of two variables representing each state.
# Parse trees, ambiguity
Parse Trees are simply graphical means to illustrate a deviation of a string from a grammar.
The root of the tree will be the start variable, interior nodes are other variables. Leaf nodes are
terminal symbols.
A CFG is said to be ambiguous if there is at least one string with two or more distinct derivations.
Leftmost and rightmost derivations are not ambiguous.
To remove ambiguity try to force order or break CFG into cases.
# Chomsky Normal Form
Useful form for CFGs since they allow you to easily identify if a string is in a language.
Form:
$$
A \rightarrow BC\\
A \rightarrow a\\
S \rightarrow \epsilon
$$
Convert CFG to CNF (Chomsky Normal Form).
- Add new start variable
- Remove Epsilon rules (multi-step process)
- Remove unit rules
- Convert to A -> BC, A -> a
## Example
Convert the following CFG to a CNF
$$
S \rightarrow ASA | aB\\
A \rightarrow B | S\\
B \rightarrow b | \epsilon
$$
Step 1: Add new start variable.
$$
S_0 \rightarrow S\\
S \rightarrow ASA | aB\\
A \rightarrow B | S\\
B \rightarrow b | \epsilon
$$
Step 2: Remove epsilon rules.
$$
S_0 \rightarrow S\\
S \rightarrow ASA | aB | a\\
A \rightarrow B | S | \epsilon\\
B \rightarrow b
$$
$$
S_0 \rightarrow S\\
S \rightarrow ASA | aB | SA | AS | S | a\\
A \rightarrow B | S\\
B \rightarrow b
$$
Step 3: Remove unit rules
(Remove A -> B)
$$
S_0 \rightarrow S\\
S \rightarrow ASA | aB | SA | AS | a\\
A \rightarrow b | S\\
B \rightarrow b
$$
(Remove A -> S)
$$
S_0 \rightarrow S\\
S \rightarrow ASA | aB | SA | AS | a\\
A \rightarrow b | ASA | aB | SA | AS | a\\
B \rightarrow b
$$
(Remove S0-> S)
$$
S_0 \rightarrow ASA | aB | SA | AS | a\\
S \rightarrow ASA | aB | SA | AS | a\\
A \rightarrow b | ASA | aB | SA | AS | a\\
B \rightarrow b
$$
# Pushdown automata
These are NFAs plus a stack. This allows us to solve any problem which
can be represented with a CFG.
The stack has it's own alphabet. The dollar symbol typically represents the empty stack.
With each transition you can examine the stack, push to the stack and move to a new state.
## Example
$$
L = \{a^n\#b^n\}
$$
![](media/CSTHEORY/PDAExample.svg)
# Construction to convert CFG to a PDA
Basic idea: use stack to hold progressive derivations of a string using rules of grammar.
## Example
Convert the following CFG to a PDA:
$$
S \rightarrow aTb | b \\
T \rightarrow Ta | \epsilon
$$
![](media/CSTHEORY/PDAConstruction.svg)

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