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목록Data Science (94)
Channi Studies
Vertex and Graph ClassThe Graph class holds a vertex adjacency list using a dictionary that maps a Vertex object to a list of aadjacent Vertex objects.The Vertex class contains a label, but can be augmented by graph algorithms to contain additional data if required. A Graph object is initialized with an empty adjacency list. Vertex objects are created and added to the Graph using the add_vertex(..
A weighted graph associates a weight with each edge.A graph edge's weight, or cost, represents some numerical value between vertex items, such as flight cost between airports, connection speed between computers, or travel time between cities. A weighted graph may be directed or undirected. In a weighted graph, the path length is the sum of the edge weights in the path. The cycle length is t..
A directed graph, or digraph, consists of vertices connected by directed edges. A directed edge is a connection between a starting vertex and a terminating vertex. In a directed graph, a vertex Y is adjacent to a vertex X, if there is an edge from X to Y. Many graphs are directed, like those representing links between web pages, maps for navigation, or college course prerequisites. From above di..
Breadth-First SearchAn algorithm commonlyu must visit every vertex in a graph in some order, known as a graph traversal.A breadth-first search (BFS) is a traversal that visits a starting vertex, then all vertices of distance 1 from that vertex, then of distance 2, and so on, without revisiting a vertex. Since the visiting order of same-distance vertices doesn't matter, there can be multiple gra..