1In the naïve pattern searching algorithm, the pattern is compared with the text starting at every possible position. What is the worst-case time complexity for a text of length and pattern of length ?
The ubiquitous naïve pattern search problem
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
The naïve approach slides the pattern one position at a time and may compare up to characters at each of the roughly positions, giving in the worst case.
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2How many starting positions in the text does the naïve algorithm check for a text of length and pattern of length ?
The ubiquitous naïve pattern search problem
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
The pattern can start at index up to index , which gives possible alignments in the text.
Incorrect! Try again.
3What is the overall time complexity of the KMP (Knuth-Morris-Pratt) pattern matching algorithm for text length and pattern length ?
KMP algorithm
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
KMP preprocesses the pattern in to build the prefix table and then scans the text in , giving a total of .
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4What auxiliary structure does the KMP algorithm precompute from the pattern to avoid redundant comparisons?
KMP algorithm
Easy
A.A frequency count of characters
B.A hash table of substrings
C.The LPS (longest prefix suffix) array
D.A suffix tree
Correct Answer: The LPS (longest prefix suffix) array
Explanation:
KMP builds the LPS array, which stores the length of the longest proper prefix that is also a suffix, allowing the search to skip already matched characters.
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5Which technique is central to the Rabin-Karp pattern matching algorithm?
Rabin-Karp algorithm
Easy
A.Hashing (rolling hash)
B.Dynamic programming
C.Sorting
D.Binary search
Correct Answer: Hashing (rolling hash)
Explanation:
Rabin-Karp compares hash values of the pattern and text windows using a rolling hash, only doing character checks when hashes match.
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6In Rabin-Karp, when two substrings produce the same hash value but the actual characters differ, this event is called a:
Rabin-Karp algorithm
Easy
A.Perfect match
B.Cache miss
C.Overflow
D.Spurious hit (collision)
Correct Answer: Spurious hit (collision)
Explanation:
A hash collision that is not an actual match is called a spurious hit, which is why Rabin-Karp verifies characters after a hash match.
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7What is the average-case time complexity of the Rabin-Karp algorithm for text length and pattern length ?
Rabin-Karp algorithm
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
With a good hash function producing few collisions, Rabin-Karp runs in on average, though the worst case can be .
Incorrect! Try again.
8A suffix array of a string stores which of the following?
Introduction to Suffix array
Easy
A.The reversed string
B.All prefixes of the string
C.The frequency of each character
D.The sorted order of all suffixes of the string
Correct Answer: The sorted order of all suffixes of the string
Explanation:
A suffix array is an array of integers giving the starting positions of all suffixes of a string in lexicographically sorted order.
Incorrect! Try again.
9How many suffixes does a string of length have?
Introduction to Suffix array
Easy
A.
B.
C.
D.
Correct Answer:
Explanation:
A string of length has exactly suffixes, one starting at each index from to .
Incorrect! Try again.
10A common trick to check if string is a rotation of string is to verify that is a substring of:
Checking if two strings are rotations of each other
Easy
A. (A concatenated with itself)
B.
C.
D.the reverse of
Correct Answer: (A concatenated with itself)
Explanation:
If is a rotation of (and both have equal length), then will always appear as a substring of .
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11For two strings to possibly be rotations of each other, what must first be true?
Checking if two strings are rotations of each other
Easy
A.They must start with the same character
B.They must contain distinct characters
C.One must be a prefix of the other
D.They must have equal length
Correct Answer: They must have equal length
Explanation:
Rotations rearrange the same characters, so the strings must be of equal length; if lengths differ they cannot be rotations.
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12Which traversal techniques are commonly used to find the largest connected component in a grid?
Largest connected component on a grid
Easy
A.DFS or BFS
B.Binary search
C.Merge sort
D.Hashing
Correct Answer: DFS or BFS
Explanation:
Connected components on a grid are found by exploring neighboring cells using depth-first search (DFS) or breadth-first search (BFS).
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13In a grid problem using 4-directional connectivity, a cell is connected to its neighbors in how many directions?
Largest connected component on a grid
Easy
A.4 (up, down, left, right)
B.2 (left, right)
C.8 (including diagonals)
D.1
Correct Answer: 4 (up, down, left, right)
Explanation:
In 4-directional connectivity, each cell connects to its top, bottom, left, and right neighbors, giving 4 directions.
Incorrect! Try again.
14If pattern occurs somewhere inside text , then is called a __ of .
Check if a string is substring of another string
Easy
A.substring
B.palindrome
C.superstring
D.rotation
Correct Answer: substring
Explanation:
A contiguous sequence of characters appearing within another string is called a substring of that string.
Incorrect! Try again.
15Is the empty string "" considered a substring of every string?
Check if a string is substring of another string
Easy
A.No, never
B.Yes, always
C.Only for strings of even length
D.Only for palindromes
Correct Answer: Yes, always
Explanation:
By convention, the empty string is a substring of every string, since it can be found at any position with zero-length match.
Incorrect! Try again.
16For the string "", what is the longest proper prefix that is also a suffix?
Longest prefix which is also a suffix
Easy
A.""
B.""
C.""
D.""
Correct Answer: ""
Explanation:
The proper prefixes are , , and the suffixes are , , . The longest common one is of length .
Incorrect! Try again.
17When computing the longest prefix which is also a suffix, why must it be a proper prefix/suffix?
Longest prefix which is also a suffix
Easy
A.To include only vowels
B.To ensure it is a palindrome
C.To make it case-insensitive
D.To exclude the whole string itself
Correct Answer: To exclude the whole string itself
Explanation:
A proper prefix/suffix excludes the entire string, otherwise the whole string would trivially be the answer for every string.
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18Using naïve search, how many times does the pattern "" occur in the text ""?
Problems based on naive pattern search
Easy
A.3
B.2
C.1
D.4
Correct Answer: 3
Explanation:
The pattern "" matches at positions , , and in "", giving occurrences (overlaps counted).
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19Which of the following lists is in correct lexicographical (dictionary) order?
Lexicographical sorting of strings with practice problems based on this concept
Easy
A.["apple", "apply", "banana"]
B.["banana", "apple", "apply"]
C.["apply", "apple", "banana"]
D.["banana", "apply", "apple"]
Correct Answer: ["apple", "apply", "banana"]
Explanation:
Lexicographical order compares character by character: "apple" < "apply" (since 'e' < 'y') and both come before "banana" (since 'a' < 'b').
Incorrect! Try again.
20Splitting the string "" on the delimiter "" produces how many substrings?
Splitting a string into substrings with suitable practice problems
Easy
A.3
B.2
C.1
D.4
Correct Answer: 3
Explanation:
Splitting "" on the comma delimiter yields the substrings "", "", and "", which is parts.
Incorrect! Try again.
21For a text of length and a pattern of length , what is the worst-case time complexity of the naïve pattern search algorithm?
The ubiquitous naïve pattern search problem
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
In the worst case (e.g., text AAAA...A and pattern AAA...B), each of the shifts requires up to comparisons, giving .
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22Which text-pattern pair triggers the worst-case behavior of naïve pattern matching?
The ubiquitous naïve pattern search problem
Medium
A.Text AAAAAA, pattern AAB
B.Text ABCDEF, pattern DEF
C.Text ABABAB, pattern XY
D.Text ABCDEF, pattern XYZ
Correct Answer: Text AAAAAA, pattern AAB
Explanation:
Repeated characters in the text with a mismatch at the last pattern position force nearly comparisons at every shift, producing the worst case.
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23In the KMP algorithm, what does the LPS (Longest Prefix Suffix) array store for each index of the pattern?
KMP algorithm
Medium
A.Number of occurrences of pat[i] in the text
B.Index of the last mismatch encountered
C.Length of the longest proper prefix of pat[0..i] that is also a suffix
D.Length of the longest repeating substring ending at
Correct Answer: Length of the longest proper prefix of pat[0..i] that is also a suffix
Explanation:
The LPS array records, for each prefix, the length of the longest proper prefix that is also a suffix, letting KMP skip redundant comparisons after a mismatch.
Incorrect! Try again.
24What is the overall time complexity of the KMP algorithm for text length and pattern length ?
KMP algorithm
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Building the LPS array takes and the search phase takes since neither pointer moves backward, giving a total of .
Incorrect! Try again.
25For the pattern ABABAA, what is the correct LPS array?
KMP algorithm
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Computing prefix-suffix lengths: A→0, AB→0, ABA→1, ABAB→2, ABABA→3, ABABAA→1 (since the final A matches only the prefix of length 1).
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26In the Rabin-Karp algorithm, why is a hash comparison alone insufficient to confirm a pattern match?
Rabin-Karp algorithm
Medium
A.Hashes cannot be computed for strings
B.The rolling hash ignores character order entirely
C.Hash values are always unique per substring
D.Different substrings may share the same hash (collision)
Correct Answer: Different substrings may share the same hash (collision)
Explanation:
Hash collisions mean two different substrings can produce equal hashes, so a character-by-character verification is required whenever hashes match.
Incorrect! Try again.
27What is the key advantage of using a rolling hash in Rabin-Karp?
Rabin-Karp algorithm
Medium
A.It sorts the text before searching
B.It removes the need to store the pattern
C.It eliminates all hash collisions
D.The hash of the next window is computed in from the previous
Correct Answer: The hash of the next window is computed in from the previous
Explanation:
A rolling hash updates by removing the leading character's contribution and adding the new trailing character, allowing constant-time window updates.
Incorrect! Try again.
28What is the average-case time complexity of Rabin-Karp for text length and pattern length with a good hash?
Rabin-Karp algorithm
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
With few collisions, hashing gives on average, though the worst case degrades to when many spurious hits require verification.
Incorrect! Try again.
29What does a suffix array of a string store?
Introduction to Suffix array
Medium
A.All suffixes stored in a tree structure
B.Hash values of every suffix of
C.Starting indices of all suffixes sorted in lexicographical order
D.Lengths of all suffixes in decreasing order
Correct Answer: Starting indices of all suffixes sorted in lexicographical order
Explanation:
A suffix array is an array of the starting positions of every suffix of the string, arranged so the suffixes appear in sorted (lexicographical) order.
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30For the string banana, which suffix comes first in its suffix array?
Introduction to Suffix array
Medium
A.ana
B.a
C.banana
D.nana
Correct Answer: a
Explanation:
Sorting all suffixes lexicographically, a (starting at index 5) is the smallest, so it appears first in the suffix array.
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31A common trick checks if string B is a rotation of A by testing whether B is a substring of which string?
Checking if two strings are rotations of each other
Medium
A.reverse(A)
B.B + B
C.A + A
D.A + B
Correct Answer: A + A
Explanation:
All rotations of A appear as contiguous substrings of A + A, so B is a rotation of A iff A and B have equal length and B is a substring of A + A.
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32Which pair of strings are rotations of each other?
Checking if two strings are rotations of each other
Medium
A.abcd and abdc
B.abcd and dcba
C.abcd and abccd
D.abcd and cdab
Correct Answer: abcd and cdab
Explanation:
cdab appears as a substring of abcdabcd, confirming it is a rotation. The others either reorder characters or differ in length.
Incorrect! Try again.
33Which technique is most commonly used to find the largest connected component of cells in a grid?
Largest connected component on a grid
Medium
A.Binary search on the grid rows
B.Dynamic programming on grid diagonals
C.Depth-First Search / BFS flood fill
D.Merge sort of the cell values
Correct Answer: Depth-First Search / BFS flood fill
Explanation:
A flood-fill traversal (DFS or BFS) from each unvisited target cell explores its whole component; tracking the largest size found solves the problem.
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34For a grid with rows and columns using 4-directional connectivity, what is the time complexity of a flood-fill solution?
Largest connected component on a grid
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Each cell is visited once and marked, so the total work is proportional to the number of cells, .
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35Using naïve substring checking, how many starting positions must be examined when searching pattern of length in text of length ?
Check if a string is substring of another string
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The pattern can align at indices through , giving exactly candidate starting positions.
Incorrect! Try again.
36Which statement about the empty string as a pattern is correct?
Check if a string is substring of another string
Medium
A.The empty string is never a substring
B.The empty string equals every string
C.The empty string is a substring only of the empty string
D.The empty string is a substring of every string
Correct Answer: The empty string is a substring of every string
Explanation:
By definition, the empty string matches at every position (including position 0) of any string, so it is a substring of all strings.
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37For the string aabaaab, what is the length of the longest proper prefix that is also a suffix?
Longest prefix which is also a suffix
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The prefix aa (length 2) matches the suffix ab? No—checking carefully, the longest proper prefix equal to a suffix is aa... the string ends in aab, whose matching prefix is aa of length 2.
Incorrect! Try again.
38The 'longest prefix which is also a suffix' concept is directly used to build which structure?
Longest prefix which is also a suffix
Medium
A.The adjacency list of a grid
B.The suffix array via sorting
C.The LPS/failure array in KMP
D.The rolling hash in Rabin-Karp
Correct Answer: The LPS/failure array in KMP
Explanation:
KMP precomputes the longest proper prefix-suffix length for each prefix, forming the failure (LPS) array that guides efficient shifts.
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39To count all overlapping occurrences of a pattern in a text using naïve search, what should you do after finding a match at index ?
Problems based on naive pattern search
Medium
A.Stop the search immediately
B.Continue searching from index
C.Restart the search from index
D.Continue searching from index
Correct Answer: Continue searching from index
Explanation:
To capture overlapping matches (e.g., aa in aaa), the search must resume from the next index rather than skipping past the whole matched pattern.
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40When sorting the strings ["apple", "app", "apply"] lexicographically, what is the correct order?
Lexicographical sorting of strings with practice problems based on this concept
Medium
A.app, apple, apply
B.apple, apply, app
C.apply, apple, app
D.app, apply, apple
Correct Answer: app, apple, apply
Explanation:
A shorter string that is a prefix of another comes first, so app precedes apple; then apple precedes apply because l < l... comparing at index 4, e < y, so apple comes before apply.
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41Consider naïve pattern searching of a pattern of length in a text of length . What text/pattern combination triggers the algorithm's absolute worst-case number of character comparisons?
When is all as and is aaa...ab, at every one of the alignments the algorithm matches characters before failing on the last, giving comparisons — the true worst case. Mismatch-early cases finish fast.
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42For the pattern $P = $ aabaabaaa, what is the KMP failure/LPS array (longest proper prefix that is also suffix for each prefix)?
KMP algorithm
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Computing LPS for aabaabaaa: indices give . At the last a, the LPS drops from to because after aabaab the longest border re-extends only to length (aa).
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43During KMP matching, when a mismatch occurs at pattern index (with ), what is the correct next action?
KMP algorithm
Hard
A.Set and advance the text index
B.Reset and advance the text index
C.Set and keep the text index
D.Set without advancing the text index
Correct Answer: Set without advancing the text index
Explanation:
On mismatch at , KMP shifts the pattern using the border information: becomes while the text pointer stays put, so already-matched prefix knowledge is reused and no backtracking occurs in .
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44In Rabin-Karp with a rolling hash, why can the worst-case time complexity degrade to despite the rolling hash being per shift?
Rabin-Karp algorithm
Hard
A.The modular arithmetic itself takes per operation
B.Spurious hash collisions force character-by-character verification at every window
C.Recomputing the hash from scratch each window costs
D.Sorting the hash values dominates the runtime
Correct Answer: Spurious hash collisions force character-by-character verification at every window
Explanation:
If the hash function collides at every window (e.g., an adversarial input or tiny modulus), each of the windows requires an explicit comparison to rule out false positives, yielding overall.
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45For rolling hash , the update when sliding one position removes the leading char and adds trailing . Which formula is correct?
Rabin-Karp algorithm
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
First subtract the high-order contribution , multiply the remainder by to shift all positions up, then add the new low-order character . All under .
Incorrect! Try again.
46For the string $S = $ banana, what is the suffix array (starting indices, 0-based, sorted lexicographically)?
Introduction to Suffix array
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Suffixes: a(5), ana(3), anana(1), banana(0), na(4), nana(2). Sorting: a < ana < anana < banana < na < nana, giving indices .
Incorrect! Try again.
47Using the fastest practical construction (prefix-doubling with radix sort), what is the time complexity to build a suffix array for a string of length ?
Introduction to Suffix array
Hard
A. with no improvement possible
B.
C. always
D.
Correct Answer:
Explanation:
Prefix doubling performs rounds, each ranking suffixes by their first characters using radix sort in , giving . (Naïve comparison sort gives ; linear-time algorithms like DC3/SA-IS exist but are more complex.)
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48The standard trick to test if is a rotation of (equal lengths ) is to check whether is a substring of . Using KMP, what is the time and space complexity?
Checking if two strings are rotations of each other
Hard
A. time, space
B. time, space
C. time, space
D. time, space
Correct Answer: time, space
Explanation:
Concatenating is length; running KMP to find within it is time. The LPS array and the concatenated string require space.
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49Given $A = $ abcde, which of the following is NOT a rotation of ?
Checking if two strings are rotations of each other
Hard
A.abced
B.bcdea
C.cdeab
D.eabcd
Correct Answer: abced
Explanation:
Rotations of abcde are the cyclic shifts appearing as substrings of abcdeabcde: bcdea, cdeab, deabc, eabcd. The string abced swaps d and e internally — it is a rearrangement, not a rotation.
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50For finding the largest connected component of 1s in an binary grid using DFS/BFS with 8-directional connectivity, what is the correct time complexity?
Largest connected component on a grid
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Each cell is visited once and, on visiting, examines a constant number (8) of neighbors. Total work is , independent of connectivity direction count being constant.
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51When using a Union-Find (DSU) approach to compute the largest connected component in a grid, why is it sufficient to union each cell only with its right and bottom neighbors (for 4-connectivity)?
Largest connected component on a grid
Hard
A.It reduces connectivity to a spanning tree only
B.Left and top unions are implied by symmetry when every cell is processed
C.Right and bottom neighbors are the only true neighbors in a grid
D.DSU cannot process left/top edges correctly
Correct Answer: Left and top unions are implied by symmetry when every cell is processed
Explanation:
Union is symmetric: unioning cell with its right neighbor also connects that neighbor's left edge. Iterating over all cells and unioning right + bottom covers every adjacency exactly once, avoiding redundant work.
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52You must check if pattern ( chars) is a substring of text ( chars) with guaranteed worst-case linear time AND no risk of false positives from hashing. Which algorithm best fits?
Check if a string is substring of another string
Hard
A.Naïve search
B.KMP algorithm
C.Random-modulus rolling hash without verification
D.Rabin-Karp with a single small prime modulus
Correct Answer: KMP algorithm
Explanation:
KMP guarantees worst case and is deterministic (no hashing false positives). Rabin-Karp risks collisions/false positives without verification and can degrade to ; naïve is .
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53For $S = $ abababab, what is the length of the longest proper prefix that is also a suffix?
Longest prefix which is also a suffix
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The proper prefix ababab (length 6) equals the suffix ababab. Length 7 would be improper (must not equal the whole string, but here abababa suffix anyway). Thus the LPS value of the full string is .
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54The smallest period of a string of length equals , where is the longest proper prefix-suffix length. For $S = $ aabaaab (length 7) with , what is the smallest period, and does the string have a period dividing ?
Longest prefix which is also a suffix
Hard
A.Period ; it divides evenly, so is fully periodic
B.Period ; it does not divide , so is not fully periodic
C.Period ; it does not divide
D.Period ; the string is aperiodic
Correct Answer: Period ; it does not divide , so is not fully periodic
Explanation:
Smallest period . Since does not divide , cannot be written as whole repetitions of a length-5 block, so it is not fully periodic.
Incorrect! Try again.
55You want to count overlapping occurrences of pattern in text using naïve search. After a match at position , how should the search index advance to correctly count overlaps?
Problems based on naive pattern search
Hard
A.Advance by (pattern length)
B.Advance by
C.Advance by position
D.Advance by
Correct Answer: Advance by position
Explanation:
To count overlapping occurrences with naïve search, after finding a match you move the window by a single position so overlapping alignments (e.g., aa in aaa) are all counted. Advancing by would miss overlaps.
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56Given text aaaaa and pattern aa, how many overlapping occurrences exist, and how many non-overlapping (greedy left-to-right) occurrences exist?
Problems based on naive pattern search
Hard
A.Overlapping , non-overlapping
B.Overlapping , non-overlapping
C.Overlapping , non-overlapping
D.Overlapping , non-overlapping
Correct Answer: Overlapping , non-overlapping
Explanation:
Overlapping matches start at indices → 4 occurrences. Greedy non-overlapping consumes aa at 0–1 and 2–3, leaving one leftover a → 2 occurrences.
Incorrect! Try again.
57To arrange a list of numbers as strings so their concatenation forms the largest possible number, which comparator should sort two strings and ?
Lexicographical sorting of strings with practice problems based on this concept
Hard
A.Place before if (string concatenation compared lexicographically)
B.Sort by descending string length, then lexicographically
C.Sort by descending numeric value of each string
D.Place before if lexicographically
Correct Answer: Place before if (string concatenation compared lexicographically)
Explanation:
The correct order compares the two possible concatenations: if then should come first. E.g., for 9 and 34, 934 > 349, so 9 precedes 34. Plain numeric or length sorting fails cases like 3 vs 30.
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58When sorting the strings ["3", "30", "34", "5", "9"] to form the largest number, what is the resulting concatenation?
Lexicographical sorting of strings with practice problems based on this concept
Hard
A.9345330
B.9553430
C.9534330
D.9534303
Correct Answer: 9534330
Explanation:
Using the vs comparator, the order becomes 9,5,34,3,30 → concatenation 9534330. Note 3 precedes 30 because 330 > 303.
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59Consider partitioning a string of length into contiguous substrings such that each substring is a palindrome, and you want the minimum number of cuts. What is the time complexity of the standard DP solution?
Splitting a string into substrings with suitable practice problems
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Precompute an palindrome table in , then run a 1-D DP over cut positions where each state checks splits — also . Total . The naïve exponential enumeration is .
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60You must count the number of ways to split a binary string into non-empty substrings such that each part, read as binary, is a power of . Which algorithmic technique most directly gives an efficient solution?
Splitting a string into substrings with suitable practice problems
Hard
A.Rabin-Karp rolling hash of the whole string
B.Union-Find over character positions
C.Dynamic programming over prefix boundaries with a validity check per substring
D.Greedy leftmost-longest matching
Correct Answer: Dynamic programming over prefix boundaries with a validity check per substring
Explanation:
Define = number of valid partitions of the prefix of length ; transition by trying every previous cut and adding if substring is a valid power-of-5 binary. This is DP. Greedy fails because valid splits can require non-longest choices.
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