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Convex optimization
Behzad Samadi edited this page Dec 26, 2022
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- Introduction
- Convex Sets
- Convex Functions
- Convex Optimization
- Linear Program
- Quadratic Program
- Second Order Cone Program
- Geometric Program
- Semidefinite Program
- Duality
- KKT Conditions
- Applications
- Approximation and Fitting
- Linear Control
- Statistical Estimation
- Geometric Problems
- Sum of Squares
- Numerical Algorithms
- Unconstrained minimization
- Equality constrained minimization
- Interior-point methods
- Linear Programming by George Dantzig
- Linear and Integer Programming - Coursera
- Linear Programming (Mixed Integer) Sage
- Linear Programming with Maple
- Linear Programming with MATLAB
- Linear Programming with Mathematica
- Lower bounds for polynomials using geometric programming
- POLYNOMIAL OPTIMIZATION AND THE MOMENT PROBLEM
- http://www.convexoptimization.com
- http://en.wikipedia.org/wiki/Convex_optimization
- A Tutorial on Convex Optimization
- A Tutorial on Convex Optimization II: Duality and Interior Point Methods
- Several SDP-codes on problems from SDPLIB
- Robust and Convex Optimization with Applications in Finance
- Linear Matrix Inequalities in System and Control Theory
- Problems in VLSI Design
- Filter Design
- Applications in Communications and Control (1 and 2)
- Convex Optimization: Interior-Point Methods and Applications
- Linear and Nonlinear Programming with Maple
- Convex Optimization and Applications - ECE273
- Convex Optimization with Engineering Applications
- LMI Optimization with Applications in Control
- Modern Convex Optimization
- Convex Optimization and Applications - ECE273
- LMI Optimization with Applications in Control
- Modern Convex Optimization
- Geometric Programming
- Process Optimization
- CVX
- Yalmip
- SeDuMi
- DSDP
- RoMulOC Toolbox
- Several SDP-codes on problems from SDPLIB
- CVXOPT (Python)
- CVXOPT.org (Python)
- JuliaOpt
- COIN OR Optimization Suite
- Fiordos