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Graph Theory Basics
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Related lectures (30)
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Minimum Spanning Trees: Prim's Algorithm
Explores Prim's algorithm for minimum spanning trees and introduces the Traveling Salesman Problem.
Spanning Trees: Definition and Applications
Introduces spanning trees in graphs and the Minimum Spanning Tree problem, exploring efficient algorithms for optimal decision-making.
Graph Theory and Network Flows
Introduces graph theory, network flows, and flow conservation laws with practical examples and theorems.
Graph Theory Fundamentals
Covers the fundamentals of graph theory, including vertices, edges, degrees, walks, connected graphs, cycles, and trees, with a focus on the number of edges in a tree.
Relations Between Events
Explores relations between events, disjunctive constraints, and modeling with binary variables in optimization problems.
Graph Algorithms II: Traversal and Paths
Explores graph traversal methods, spanning trees, and shortest paths using BFS and DFS.
Interlacing Families and Ramanujan Graphs
Explores interlacing families, Ramanujan graphs, and their construction using signed adjacency matrices.
Expander Graphs: Properties and Eigenvalues
Explores expanders, Ramanujan graphs, eigenvalues, Laplacian matrices, and spectral properties.
Interlacing Families and Ramanujan Graphs
Explores interlacing families of polynomials and 1-sided Ramanujan graphs, focusing on their properties and construction methods.
Minimal Spanning Tree
Covers the concept of weighted graphs and the Greedy algorithm for finding a minimal spanning tree.