Search results with tag "Linear optimization"
Convex Optimization — Boyd & Vandenberghe 4. Convex ...
web.stanford.eduConvex Optimization — Boyd & Vandenberghe 4. Convex optimization problems • optimization problem in standard form • convex optimization problems • quasiconvex optimization • linear optimization • quadratic optimization • geometric programming • generalized inequality constraints • semidefinite programming • vector ...
Lecture 2 Piecewise-linear optimization
www.seas.ucla.edu• accept optimization problem in standard notation (max, k·k 1, . . . ) • recognize problems that can be converted to LPs • express the problem in the input format required by a specific LP solver examples of modeling packages • AMPL, GAMS • CVX, YALMIP (MATLAB) • CVXPY, Pyomo, CVXOPT (Python) Piecewise-linear optimization 2–23
Math 407 — Linear Optimization 1 Introduction
sites.math.washington.eduSince it is an introductory example, the Plastic Cup Factory problem is particularly easy to model. As the course progresses you will be asked to model problems of increasing diculty and complexity. In this regard, let me emphasize again that the first step in the modeling process, identification of the decision variables, is always the most ...