Optimization in MATLAB: An Introduction to Quadratic Program

版本 1.8.0 (101.6 KB) 作者: Seth DeLand
Files used in "An Introduction to Quadratic Programming" Webinar

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更新时间 2021/4/23


A control strategy for optimal operation of a hydroelectric dam is found through nonlinear and quadratic programming techniques. We use symbolic math to formulate an original model of the hydroelectric dam and then optimize the operation schedule using FMINCON. We then show how improvements can be made to the optimization process and end up with a quadratic programming problem that can be solved efficiently using the large-scale "interior-point-convex" algorithm with the QUADPROG solver.
These files go along with the "An Introduction to Quadratic Programming" webinar, which can be found here: http://www.mathworks.com/videos/optimization-in-matlab-an-introduction-to-quadratic-programming-81868.html


Seth DeLand (2023). Optimization in MATLAB: An Introduction to Quadratic Program (https://www.mathworks.com/matlabcentral/fileexchange/35856-optimization-in-matlab-an-introduction-to-quadratic-program), MATLAB Central File Exchange. 检索来源 .

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版本 已发布 发行说明

Added a live script HydroelectricDamOptimization_ProblemBased.mlx that uses the new problem-based framework to make setting up the optimization problem much cleaner.

Updated license
Updated use of "sym" to clarify that variables are 'real'.

Updated 3 files with copyright information