By Dr Antonio Gulli
A suite of Graph Programming Interview Questions Solved in C++
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Additional info for A Collection of Graph Programming Interview Questions Solved in C++
These can be stored with some changes in the code which are here left for exercise. Now let’s consider a negative cycle which is a cycle whose edges sum to a negative value. There is no shortest path between any pair of nodes which form a part of a negative cycle, because path-lengths from to can be arbitrarily small. As an exercise we ask to modify the pseudo-code for detecting negative cycles. hpp Complexity Time complexity is , while space complexity is 22 Find all the single source shortest paths using Bellman Ford Algorithm The Bellman-Ford algorithm finds the single-source shortest paths problem for a graph with both positive and negative edge weights.
Note that Dijkstra’s original algorithm does not use a min-priority queue and runs in time. 18 Find MST(Minimum Spanning Tree) using Kruskal Algorithm Kruskal’s algorithm finds a minimum spanning tree (MST) in an undirected graph with weighted edges. The algorithm orders the edges for increasing weight and then every single edge is included in the solution, if it does not form a cycle with the edges already selected. Solution The pseudo code uses UNION-FIND operations : Find: Determine which subset a particular element is in.
ISBN: ISBN-13: “Graph” is the second of a series of 25 Chapters devoted to algorithms, problem solving and C++ programming. DEDICATION To my father Elio and my mother Maria. For your priceless help during all my life ACKNOWLEDGMENTS Thanks to Gaetano Mendola for code reviewing Table of Contents 1 Implementing a direct graph Solution Code 2 Choosing matrices or adjacency lists Solution 3 Implementing a BFS visit Solution Code Complexity 4 Erdős number 5 Implementing a DFS visit Solution Code Complexity 6 How to detect a cycle in a graph Solution Code Complexity 7 Given two nodes in an undirected graph, find the path connecting them Solution Code Complexity 8 Solving mazes Solution 9 Given a direct acyclic graph, implement a topological sort Solution Code Complexity 10 Detecting a bipartite graph Solution Code Complexity 11 Given a connected graph, compute the minimum spanning tree (MST) Solution Code \ 12 13 Find the strongly connected components in a direct graph Solution Code Complexity 14 Covering DFS Trees 15 Find an Hamiltonian cycle Solution Code 16 Find the articulation points in a graph Solution Code Complexity 17 Find the shortest path in a graph with non-negative edge weight Solution Code Complexity 18 Find MST(Minimum Spanning Tree) using Kruskal Algorithm Solution Complexity 19 Find the longest path in a DAG Solution Code Complexity 20 Find MST (Minimum Spanning Tree) using Prim Algorithm Solution Complexity 21 Find all pairs shortest paths using the Floyd-Warshall Algorithm Solution Complexity 22 Find all the single source shortest paths using Bellman Ford Algorithm Solution Complexity 23 Independent set of intervals Solution Complexity 24 Dominant set of intervals Solution Complexity 25 Weighted dominant set of intervals Solution 26 Weighted shortest paths with cost associated to the nodes Solution 27 Find the flow network using Ford–Fulkerson’Algorithm Solution Complexity 28 Assignment matching problem Solution 29 Find an Eulerian circuit Solution Code Complexity 30 Scheduling Solution Complexity 1 Implementing a direct graph A graph data structure involves a finite set of nodes or vertices and a set of ordered pairs called edges or arcs connecting two nodes.
A Collection of Graph Programming Interview Questions Solved in C++ by Dr Antonio Gulli