最小二乘 Resources

Showing items tagged with "最小二乘"

Application Background This code is based on the book "Practical Computer Simulation for Chemical Engineering," which includes MATLAB programming tutorials and calculations for various chemical processes such as distillation columns, reactors, control systems, differential equations, and algebraic equations. The book also provides examples of chemical process optimization. It is recommended to purchase the book and study it alongside this code for effective learning, as the code is specifically written to correspond with the book's examples. Key Technologies The code implements optimization algorithms including quadratic programming and least squares methods. It utilizes MATLAB's Optimization Toolbox to minimize objective functions, covering design optimization, operational optimization, and global optimization. The code also includes parameter estimation and model identification components, such as kinetic parameter estimation and heat transfer parameter calculation.

MATLAB 426 views Tagged

Implementation of least squares simulation function with polynomial fitting capabilities for both 3rd-degree and 9th-degree polynomials, including algorithm descriptions and MATLAB code integration approaches.

MATLAB 230 views Tagged

MATLAB simulation source code for model identification, featuring implementations of least squares modeling and maximum likelihood estimation modeling methods. Each key code example includes detailed explanations and algorithm descriptions.

MATLAB 196 views Tagged