Consider a weighted, directed graph G with n vertices and m edges that have integer weights. A graph walk is a sequence of not-necessarily-distinct vertices vi, v2, --- , Vk such that each pair of consecutive vertices vi, Vi+1 are connected by an edge. This is similar to a path, except a walk can have repeated vertices and edges. The length of a walk in a weighted graph is the sum of the weights of the edges in the walk. Let s, t be given vertices in the graph, and L be a positive integer. We are interested counting the number of walks from s to t of length exactly L. Assume all the edge weights are positive. Describe an algorithm that computes the number of graph walks from sto t of length exactly L in O((n+ m)L) time. Prove the correctness and analyze the running time. (Hint: Dynamic Programming solution)
Consider a weighted, directed graph G with n vertices and m edges that have integer weights. A graph walk is a sequence of not-necessarily-distinct vertices vi, v2, --- , Vk such that each pair of consecutive vertices vi, Vi+1 are connected by an edge. This is similar to a path, except a walk can have repeated vertices and edges. The length of a walk in a weighted graph is the sum of the weights of the edges in the walk. Let s, t be given vertices in the graph, and L be a positive integer. We are interested counting the number of walks from s to t of length exactly L. Assume all the edge weights are positive. Describe an algorithm that computes the number of graph walks from sto t of length exactly L in O((n+ m)L) time. Prove the correctness and analyze the running time. (Hint: Dynamic Programming solution)
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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![Consider a weighted, directed graph G with n vertices and m edges that have
integer weights. A graph walk is a sequence of not-necessarily-distinct vertices v1,
v2, ... , Vk such that each pair of consecutive vertices Vi, Vi+1 are connected by an
edge. This is similar to a path, except a walk can have repeated vertices and edges.
The length of a walk in a weighted graph is the sum of the weights of the edges in
the walk. Let s, t be given vertices in the graph, and L be a positive integer. We are
interested counting the number of walks from s to t of length exactly L.
Assume all the edge weights are positive. Describe an algorithm that computes
the number of graph walks from s to t of length exactly L in O((n+ m)L) time. Prove
the correctness and analyze the running time. (Hint: Dynamic Programming
solution)](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F0e2c4510-00da-4ba0-b40d-fef2539d81e5%2F1dcbc86c-0780-4886-aa18-83352148cfcd%2Fyxq1bls_processed.png&w=3840&q=75)
Transcribed Image Text:Consider a weighted, directed graph G with n vertices and m edges that have
integer weights. A graph walk is a sequence of not-necessarily-distinct vertices v1,
v2, ... , Vk such that each pair of consecutive vertices Vi, Vi+1 are connected by an
edge. This is similar to a path, except a walk can have repeated vertices and edges.
The length of a walk in a weighted graph is the sum of the weights of the edges in
the walk. Let s, t be given vertices in the graph, and L be a positive integer. We are
interested counting the number of walks from s to t of length exactly L.
Assume all the edge weights are positive. Describe an algorithm that computes
the number of graph walks from s to t of length exactly L in O((n+ m)L) time. Prove
the correctness and analyze the running time. (Hint: Dynamic Programming
solution)
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