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Topic: Algorithm-conceptual-questions / Level: Beginner
91. Describe how to find the height of a binary tree.
92. What is an algorithm for level order traversal of a binary tree?
93. Explain how to find the least common ancestor in a binary tree.
94. What is the concept of a segment tree?
95. Describe the difference between a binary tree and a binary search tree.
96. What is a balanced tree?
97. Explain the concept of a Trie data structure.
98. What is a suffix tree?
99. Describe how to implement a simple spell checker using algorithms.
100. What is an algorithm for finding the mode of a set of numbers?
101. Explain how to perform matrix multiplication.
102. What is the significance of the Euclidean algorithm?
103. Describe how to implement the Sieve of Eratosthenes.
104. What is an algorithm for finding prime numbers up to n?
105. Explain the concept of a collision resolution in hashing.
106. What is a bucket sort algorithm?
107. Describe the counting sort algorithm.
108. What is the pigeonhole principle in algorithm design?
109. Explain how to find the longest common subsequence.
110. What is a string matching algorithm?
111. Describe the Knuth-Morris-Pratt (KMP) algorithm.
112. What is the Boyer-Moore algorithm?
113. Explain how to perform a binary tree search.
114. What is a self-balancing binary search tree?
115. Describe the AVL tree rotation methods.
116. What is a red-black tree property?
117. Explain the significance of the concept of amortized analysis.
118. What is an algorithm for finding the second largest element in an array?
119. Describe how to implement a simple game using algorithms.
120. What is a backtracking algorithm for the n-queens problem?
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What is an algorithm for converting between different numeral systems?
Explain the difference between greedy and dynamic programming approaches to optimization.
Define "input" and "output" in an algorithm.
What is a greedy algorithm, and under what conditions does it guarantee an optimal solution?
Describe how to analyze the space complexity of an algorithm.
What is a red-black tree?
What is a topological sort?
Explain how to find the longest common subsequence.
What is the significance of optimization in algorithms?
Explain the concept of a heap sort and its time complexity.
What is the role of a cache in algorithm performance optimization?
What is the significance of graph bipartiteness, and how can it be determined?
What is an algorithm?
What are NP-complete problems?
What is a B-tree?