Optimal Decision Analysis

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Related lectures (34)

Linear Programming Duality Log in to Mediaspace to watch this video

Explores the concept of duality in linear programming and its practical implications in optimization.

Convex Optimization: Farkas' Lemma Log in to Mediaspace to watch this video

Covers Farkas' lemma, exploring the relationship between linear programs and the conditions for its validity.

Linear Programming: Optimization and Duality Log in to Mediaspace to watch this video

Introduces linear programming, optimization, and duality concepts with a focus on the simplex method and practical examples.

Weak and Strong Duality Log in to Mediaspace to watch this video

Covers weak and strong duality in optimization problems, focusing on Lagrange multipliers and KKT conditions.

Network Flows and LP Formulations Log in to Mediaspace to watch this video

Explains network flows, LP formulations, simplex method, duality, and practical applications.

Introduction to Optimization Log in to Mediaspace to watch this video

Covers the basics of optimization, including historical perspectives, mathematical formulations, and practical applications in decision-making problems.

Cutset Formulation: MST Problem Log in to Mediaspace to watch this video

Explores the cutset formulation for the MST Problem and Gomory Cutting Planes method.

Semi-Definite Programming Log in to Mediaspace to watch this video

Covers semi-definite programming and optimization over positive semidefinite cones.

Linear Programming: Two-phase Simplex Algorithm Log in to Mediaspace to watch this video

Covers the application of the two-phase Simplex algorithm to solve linear programming problems.

Two-phase Simplex Algorithm: Introduction and Duality Log in to Mediaspace to watch this video

Introduces the two-phase simplex algorithm and explores duality in linear programming.

Relations Between Events Log in to Mediaspace to watch this video

Explores relations between events, disjunctive constraints, and modeling with binary variables in optimization problems.

Sparsest Subgraph: Densest Subgraph Log in to Mediaspace to watch this video

Covers Sparsest Subgraph and Densest Subgraph, focusing on correlation clustering and approximation algorithms.

Closure Conversion and Dataflow Analysis Log in to Mediaspace to watch this video

Explores closure conversion, function hoisting, and dataflow analysis for program optimization.

Explores the similarity of convex bodies, affine transformations, the Johen's Theover theorem, and KKT conditions.

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