Assignment 1: Prerequisites
Slide Set 1 Assignment: Mathematical Preliminaries, Languages, and Grammars
This assignment is designed to test your understanding of the foundational mathematical preliminaries, string operations, formal languages, and basic grammars covered in Slide Set 1 (synthesizing material from Sipser Chapter 0 and Linz Chapter 1).
Section A: True or False Questions
For each question, select True or False and provide a rigorous justification grounded in the definitions.
Question 1
If $A$ is an empty set ($\emptyset$), then its power set $2^A$ is also empty ($\emptyset$).
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- Answer: False
- Justification: A set with zero members is called the empty set and is written as $\emptyset$. The power set of any set $A$ is defined as the set of all subsets of $A$. Since the empty set $\emptyset$ is a subset of itself, the power set of $\emptyset$ is $2^\emptyset = \{\emptyset\}$. Thus, the power set is not empty; it contains exactly one element (the empty set itself), meaning $|2^\emptyset| = 1 = 2^0$.
Question 2
In a formal sequence, both the order of elements and their repetition matter, whereas in a set, they do not.
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- Answer: True
- Justification: A sequence of objects is a list in a specified order. In a sequence, order and repetition matter; for example, the sequence $(7, 21, 57)$ is not the same as $(57, 7, 21)$, and $(7, 7, 21, 57)$ is a distinct sequence. Conversely, in a set, order and repetition do not matter; the set $\{7, 21, 57\}$ is identical to $\{7, 7, 21, 57\}$.
Question 3
A function $f: S_1 \rightarrow S_2$ is considered a total function if its domain is a proper subset of $S_1$.
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- Answer: False
- Justification: By definition, if the domain of a function $f$ is all of $S_1$, it is called a total function on $S_1$. If the domain is only a subset of $S_1$, $f$ is instead referred to as a partial function.
Question 4
An equivalence relation on a set $S$ partitions the set into disjoint equivalence classes.
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- Answer: True
- Justification: If we have a defined equivalence relation on a set $S$, we can use it to partition the set into equivalence classes. By definition of a partition, the subsets are disjoint and their union equals the original set $S$.
Section B: Multiple Choice Questions (MCQs)
Select all options that apply. You must justify your choices to receive full credit.
Question 5
Let the alphabet be $\Sigma = \{a, b\}$. Which of the following statements regarding the sets $\Sigma^*$ and $\Sigma^+$ are correct? (Select all that apply)
- Options:
- A) $\Sigma^*$ is a finite set because the alphabet $\Sigma$ is finite.
- B) $\Sigma^*$ always contains the empty string $\varepsilon$ (or $\lambda$).
- C) $\Sigma^+ = \Sigma^* - \{\varepsilon\}$.
- D) If $w \in \Sigma^*$, then its length $|w| \geq 0$.
💡 View Solution
- Correct Options: B, C, D
- Justification:
- A is incorrect because although the alphabet $\Sigma$ is finite, $\Sigma^*$ and $\Sigma^+$ are always infinite sets since there is no limit on the length of the strings we can construct.
- B is correct because $\Sigma^*$ is defined as the set of strings obtained by concatenating zero or more symbols from $\Sigma$, which always contains the empty string.
- C is correct because $\Sigma^+$ is defined specifically to exclude the empty string from $\Sigma^*$.
- D is correct because the length of a string is the number of symbols it contains (with the empty string having a length of zero), meaning a string’s length is always a non-negative integer.
Question 6
Consider the sets $S_1 = \{2, 4\}$ and $S_2 = \{2, 3, 5, 6\}$. Which of the following ordered pairs are elements of the Cartesian product $S_1 \times S_2$? (Select all that apply)
- Options:
- A) $(2, 4)$
- B) $(4, 2)$
- C) $(2, 3)$
- D) $(2, 2)$
💡 View Solution
- Correct Options: B, C, D
- Justification: The Cartesian product $S_1 \times S_2$ is the set of all ordered pairs where the first element is a member of $S_1$ and the second element is a member of $S_2$.
- A is incorrect because while $2 \in S_1$, $4$ is not an element of $S_2$. Therefore, $(2, 4) \notin S_1 \times S_2$.
- B is correct because $4 \in S_1$ and $2 \in S_2$.
- C is correct because $2 \in S_1$ and $3 \in S_2$.
- D is correct because $2 \in S_1$ and $2 \in S_2$.
Section C: Medium to Hard Difficulty Numerical & Application Questions
Provide complete, step-by-step mathematical proofs and derivations for the following questions.
Question 7 (Induction Proof)
Prove by induction on the size of the set $S$ that if $S$ is a finite set, then its power set has a size of $2^{|S|}$.
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Formulating the Proof: Let $P(n)$ be the statement: “If a finite set $S$ has size $|S| = n$, then the size of its power set $2^S$ is $|2^S| = 2^n$.”
Basis Step: Let $n = 0$. The only set of size $0$ is the empty set $\emptyset$. As established in Question 1, $2^\emptyset = \{\emptyset\}$, which has a size of $1$. Since $2^0 = 1$, the basis step holds.
Inductive Hypothesis: Assume that for any set $S$ of size $|S| = k \geq 0$, the power set size is $|2^S| = 2^k$.
Inductive Step: We must show that a set $S'$ of size $k + 1$ has a power set of size $2^{k+1}$. Let $S' = S \cup \{x\}$, where $|S| = k$ and $x \notin S$ (meaning $S'$ has $k+1$ elements). We can divide the subsets of $S'$ into two disjoint collections:
- Subsets of $S'$ that do not contain $x$. These are precisely the subsets of $S$. By our inductive hypothesis, there are exactly $2^k$ such subsets.
- Subsets of $S'$ that do contain $x$. Each of these subsets can be formed by taking a subset of $S$ and adding the element $x$ to it. Since there are $2^k$ subsets of $S$, there are exactly $2^k$ such subsets in this collection as well.
The total number of subsets of $S'$ is the sum of these two disjoint groups:
$$|2^{S'}| = 2^k + 2^k = 2 \cdot 2^k = 2^{k+1}$$This completes the inductive step, showing that $P(k) \implies P(k+1)$. Thus, the statement holds for all finite sets. $\blacksquare$
Question 8 (String and Language Operations)
Let the alphabet be $\Sigma = \{a, b\}$. Suppose we have two finite languages:
$$L_1 = \{ab, aa\} \quad \text{and} \quad L_2 = \{b, \lambda\}$$Find the exact set representation for the following language operations:
- a) Union ($L_1 \cup L_2$):
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- Answer: $\{ab, aa, b, \lambda\}$
- Derivation: Union combines all elements of both sets into a single set.
- b) Concatenation ($L_1 \cdot L_2$):
💡 View Solution
- Answer: $\{abb, ab, aab, aa\}$
- Derivation: Concatenation attaches every string from $L_1$ to every string from $L_2$.
- $ab \cdot b = abb$
- $ab \cdot \lambda = ab$
- $aa \cdot b = aab$
- $aa \cdot \lambda = aa$
- c) Concatenation of $L_1$ with itself ($L_1^2$):
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- Answer: $\{abab, abaa, aaab, aaaa\}$
- Derivation: We concatenate every element in $L_1$ with every element in $L_1$:
- $ab \cdot ab = abab$
- $ab \cdot aa = abaa$
- $aa \cdot ab = aaab$
- $aa \cdot aa = aaaa$
- d) Reversal of $L_1$ ($L_1^R$):
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- Answer: $\{ba, aa\}$
- Derivation: The reverse of a language is the set of all string reversals. Reversing the string $ab$ gives $ba$. Reversing the string $aa$ gives $aa$.
Question 9 (Equivalence Relations)
Let $\mathbb{N} = \{0, 1, 2, \dots\}$ be the set of non-negative integers. Define a relation $\equiv_7$ such that for any $i, j \in \mathbb{N}$, $i \equiv_7 j$ if and only if $i - j$ is a multiple of 7.
- a) Rigorously prove that $\equiv_7$ is an equivalence relation:
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To be an equivalence relation, $\equiv_7$ must satisfy reflexivity, symmetry, and transitivity.
Reflexivity: For any $i \in \mathbb{N}$, $i - i = 0$. Since $0 = 7 \times 0$, $0$ is a multiple of 7. Thus, $i \equiv_7 i$ holds.
Symmetry: Suppose $i \equiv_7 j$. This means $i - j$ is a multiple of 7 (i.e., $i - j = 7k$ for some integer $k$). We can rewrite this as $j - i = 7(-k)$. Since $-k$ is also an integer, $j - i$ is a multiple of 7, meaning $j \equiv_7 i$.
Transitivity: Suppose $i \equiv_7 j$ and $j \equiv_7 k$. This implies $i - j = 7x$ and $j - k = 7y$ for some integers $x, y$. Summing these two equations yields:
$$(i - j) + (j - k) = 7x + 7y \implies i - k = 7(x + y)$$Since $x + y$ is an integer, $i - k$ is a multiple of 7. Thus, $i \equiv_7 k$.
Since all three properties are satisfied, $\equiv_7$ is an equivalence relation.
- b) Describe the equivalence classes formed by this partition:
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The relation $\equiv_7$ partitions $\mathbb{N}$ into 7 distinct equivalence classes based on the remainder when divided by 7:
- $ = \{0, 7, 14, 21, \dots\}$
- $ = \{1, 8, 15, 22, \dots\}$
- $ = \{2, 9, 16, 23, \dots\}$
- $ = \{3, 10, 17, 24, \dots\}$
- $ = \{4, 11, 18, 25, \dots\}$
- $ = \{5, 12, 19, 26, \dots\}$
- $ = \{6, 13, 20, 27, \dots\}$
Question 10 (Grammars and Derivations)
Consider the grammar $G = (V, T, S, P)$ where $V = \{S\}$, $T = \{a, b\}$, and the production rules $P$ are:
$$S \rightarrow aSb \mid \lambda$$- a) Derive the string $aabb$ using this grammar, showing each step’s sentential form:
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- Step 1: Write down the start variable $S$.
- Step 2: Apply production rule $S \rightarrow aSb$ to yield the sentential form: $aSb$.
- Step 3: Apply production rule $S \rightarrow aSb$ to the inner $S$ to yield: $aaSb\mathit{b}$.
- Step 4: Apply production rule $S \rightarrow \lambda$ to yield the terminal string: $aabb$.
The derivation is:
$$S \Rightarrow aSb \Rightarrow aaSbb \Rightarrow aabb$$- b) Prove by induction on the number of steps in the derivation that $L(G) = \{a^n b^n \mid n \geq 0\}$:
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Claim: Every sentential form generated by $G$ must be of the form $a^i S b^i$ for some $i \geq 0$.
Basis Step: Before any production rules are applied, we have the starting sentential form $S$. This corresponds to $i = 0$ ($a^0 S b^0 = S$), which establishes our basis.
Inductive Hypothesis: Assume that any sentential form derived in $k$ steps is of the form $a^k S b^k$.
Inductive Step: To get a new sentential form in step $k+1$, we must apply the recursive production rule $S \rightarrow aSb$ to the variable $S$ in $a^k S b^k$. This yields:
$$a^k (aSb) b^k = a^{k+1} S b^{k+1}$$This matches the required form for $i = k+1$.
By mathematical induction, every sentential form containing the variable $S$ is of the form $a^n S b^n$ for some $n \geq 0$. To complete the derivation and obtain a terminal sentence, we must apply the production rule $S \rightarrow \lambda$. Substituting $\lambda$ for $S$ in $a^n S b^n$ yields the sentence $a^n b^n$. Thus, $L(G) = \{a^n b^n \mid n \geq 0\}$. $\blacksquare$
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