2 - marks * conditions involved in floyd's algorithm * residual network in flow of network * characterisitics of transportation network
Question
2 - marks
- Conditions involved in Floyd's Algorithm
- Residual network in flow of network
- Characteristics of transportation network
Solution
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Conditions involved in Floyd's Algorithm:
- Floyd's algorithm is used for finding the shortest paths between all pairs of vertices in a weighted graph with positive or negative edge weights.
- The graph must be directed and connected.
- The algorithm works by repeatedly improving an estimate on the shortest path between two vertices, until ultimately obtaining the shortest path.
- It uses a matrix to store the shortest distances between every pair of vertices.
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Residual Network in Flow of Network:
- A residual network is derived from a given flow network and a flow.
- It consists of edges with capacities equal to the remaining capacity (original capacity - flow) of the corresponding edges in the flow network.
- The residual network can have an edge not in the original graph, if there is a positive flow on the edge in the original graph.
- It is used in algorithms like Ford-Fulkerson to find the maximum flow in a network.
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Characteristics of Transportation Network:
- A transportation network is a network where nodes represent locations and edges represent routes between locations.
- Each edge has a weight, which could represent distance, cost, time, or any other relevant factor.
- The network is typically directed, meaning that travel from location A to location B does not necessarily imply that travel from B to A is possible.
- The goal in a transportation network is often to find the shortest or least expensive route from one location to another.
Similar Questions
A traffic system could be represented as a network in order to determine bottlenecks using the maximal flow network algorithm. *TrueFalse
The maximal flow solution algorithm allows the user to choose a path through the network from the origin to the destination by any criteria.
In a network flow problem, what represents junction points connecting branches?
• Analyze the time complexity of Dijkstra's algorithm and discuss how it changes with different graph representations.
Floyd-Warshall algorithm utilizes __________ to solve the all-pairs shortest paths problem on a directed graph in __________ time.
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