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This source code package constitutes my major assignment for the Optimization Theory course, featuring self-implemented versions of the following prevalent optimization algorithms: Steepest Descent Method, Newton's Method, Nonlinear Least Squares Method, and DFP (Davidon-Fletcher-Powell) Method. The implementation includes two test functions, fun1 and fun2, designed to validate algorithm performance and convergence behavior across different optimization landscapes.

MATLAB 226 views Tagged