Lecture No 3 Optimization With Python And Labview

Summary

1-Use of SciPy to find minimum of a convex function. 2-Use of parametric and ordinary form of the objective function. 1-Plot sixhump function and its contour in 3D space by using 1-Analysis of PSO algorithm by using 1- Four examples illustrating plotting a 3D-surface or 3D-mesh plot in 3D graph of 1-Plotting Rastrigin function by using matplotlib. 2-Initialization of swarm particles and swarm particles velocities. 1- Using gradient descent algorithm to 1-Find the minimum of a single variable convex function using Brent method in 1-Use of cvxpy to find the minimum of unconstrained convex function with an example. 2-Use of Comprehensive practical analysis of Rosenbrock function through: 1-Defininng the function and plotting it in 3D space by using ...