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Topic: Algorithm-conceptual-questions / Level: Beginner
61. What is a red-black tree?
62. What is a B-tree?
63. Describe the concept of graph cycles.
64. What is a topological sort?
65. Explain the difference between directed and undirected graphs.
66. What is the significance of the shortest path problem?
67. What is the traveling salesman problem?
68. What is a brute force algorithm?
69. Describe a randomized algorithm.
70. Explain the concept of a state space in algorithms.
71. What is an algorithm for finding the maximum element in an array?
72. Describe how to find the minimum element in an array.
73. What is an algorithm for reversing a string?
74. Explain how to count the frequency of elements in an array.
75. What is an algorithm for checking if a string is a palindrome?
76. Describe how to merge two sorted arrays.
77. What is the significance of the Fibonacci sequence in algorithms?
78. Explain how to find the nth Fibonacci number using recursion.
79. Describe an algorithm for calculating factorials.
80. What is an algorithm for generating permutations of a set?
81. Explain the process of calculating combinations.
82. What is an algorithm for binary conversion?
83. Describe how to implement a simple hash function.
84. What is an algorithm for finding common elements in two arrays?
85. Explain how to remove duplicates from an array.
86. What is an algorithm for sorting a linked list?
87. Describe how to find the intersection of two linked lists.
88. What is an algorithm for detecting loops in a linked list?
89. Explain how to implement a queue using two stacks.
90. What is an algorithm for checking if a binary tree is balanced?
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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?