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Algorithm preguntas y respuestas de entrevista

Pregunta 41. What is the difference between greedy and dynamic programming?

Greedy algorithms make locally optimal choices at each stage with the hope of finding a global optimum, while dynamic programming involves solving subproblems and combining their solutions to solve the overall problem.

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Pregunta 42. Explain the concept of Big-O notation.

Big-O notation describes the upper bound of an algorithm's time or space complexity in the worst-case scenario. It provides an asymptotic growth rate, ignoring constant factors and lower-order terms.

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Pregunta 43. What is the Floyd-Warshall algorithm used for?

The Floyd-Warshall algorithm is used for finding the shortest paths between all pairs of vertices in a weighted graph, even if the graph contains negative weight edges.

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Pregunta 44. Explain the concept of a binary search tree (BST).

A binary search tree is a binary tree where the left subtree of a node contains only nodes with keys less than the node's key, and the right subtree contains only nodes with keys greater than the node's key.

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Pregunta 45. What is the Knapsack problem?

The Knapsack problem is a combinatorial optimization problem where the goal is to select items with given weights and values to maximize the total value, subject to a constraint on the total weight.

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