Steiner tree problem

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Related lectures (13)

Logic Design: Basic Rules and Shannon's Expansion

Covers basic rules of logic design and Shannon's expansion in Boolean functions.

Positive Definite Matrices

Covers positive definite matrices and their properties, focusing on strict positivity of principal minors.

Approximate Inference Algorithm

Covers the Chow-Liu algorithm for approximate inference and optimal tree approximation.

Untitled

Graph Theory and Network Flows

Introduces graph theory, network flows, and flow conservation laws with practical examples and theorems.

Lagrangian Duality: Optimization Tutorial

Covers Lagrangian duality in optimization, focusing on the minimum bin path problem and path time optimization.

Network Flows Meets Simplex

Explores network flows, simplex method, linear programming, tree solutions, and dual solutions in optimization problems.

Stein Algorithm: Polynomial Identity Testing

Explores the Stein algorithm for polynomial identity testing and the minimization of a cut problem.

Subgraphs vs Induced Subgraphs

Distinguishes between subgraphs and induced subgraphs in graph theory, illustrating the construction of minimal spanning trees.

Graph Theory Basics

Introduces induced flows, basis matrices, and tree solutions in graph theory.

Minimal Spanning Tree

Covers the concept of weighted graphs and the Greedy algorithm for finding a minimal spanning tree.

Encoder and Decoder for Prefix-Free Codes

Covers the implementation and verification of encoder and decoder for prefix-free codes, including classes and types, lemmas on trees, and the main theorem.

Linear Optimization: Finding Initial BFS

Explains the process of finding an initial Basic Feasible Solution for linear optimization problems using the Simplex Algorithm.

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