Quasi-newton optimizationCovers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.
Optimization MethodsCovers optimization methods without constraints, including gradient and line search in the quadratic case.
Optimization MethodsCovers unconstrained and constrained optimization, optimal control, neural networks, and global optimization methods.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.
AutoCAD Layout NotionsIntroduces AutoCAD layout concepts, layer management, and parametric views using AutoCAD 2017 Student Version.
Runge Kutta MethodCovers the Runge Kutta method and its application to optimal control and neural networks.
