Skip to main content
Graph
Search
fr
en
Login
Search
All
Categories
Concepts
Courses
Lectures
MOOCs
People
Practice
Publications
Startups
Units
Show all results for
Home
Lecture
Convex Optimization: Duality and KKT Conditions
Graph Chatbot
Related lectures (31)
Optimization Problems: Standard Form
Explores optimization problems in standard form, convex optimization, and optimality criteria.
Convex Optimization
Introduces convex optimization, focusing on the importance of convexity in algorithms and optimization problems.
Linear Optimization: Finding Initial BFS
Explains the process of finding an initial Basic Feasible Solution for linear optimization problems using the Simplex Algorithm.
Optimization Problems: Path Finding and Portfolio Allocation
Covers optimization problems in path finding and portfolio allocation.
Linear Programming Duality
Explores Linear Programming Duality, covering weak duality, strong duality, Lagrange multipliers interpretation, and optimization constraints.
Primal-dual Optimization III: Lagrangian Gradient Methods
Explores primal-dual optimization methods, emphasizing Lagrangian gradient techniques and their applications in data optimization.
Linear Programming Techniques in Reinforcement Learning
Covers the linear programming approach to reinforcement learning, focusing on its applications and advantages in solving Markov decision processes.
Convex Sets: Mathematical Optimization
Introduces convex optimization, covering convex sets, solution concepts, and efficient numerical methods in mathematical optimization.
Polynomial Optimization: SOS and SDP
Explores Sum of Squares polynomials and Semidefinite Programming in Polynomial Optimization, enabling the approximation of non-convex polynomials with convex SDP.
Convex Optimization: Theory and Applications
Explores convex optimization theory, covering local and global minima, convex functions, and applications in various fields.
Convex Optimization: Theory and Applications
Explores convex optimization theory, covering convex sets, functions, and QCQP duality.
Previous
Page 2 of 2
Next