Matlab code for Remora Optimization Algorithm (ROA)
The BFGS Algorithm is studied.
Visual and quantitative example of Steepest Descent vs limited memory BFGS (Broyden-Fletcher-Goldfarb-Shanno)
Great repository to learn about particle swarm optimization. It provides the basic tools to automatically for optimization / fitting, etc.
Calculating the maximum semi-ellipsoid volume using Reduced Gradient Descent method with total surface area given as a constraint.
Numerical methods for estimating the Bregman distance decay rate using cylindrical shearlet regularization for dynamic tomography
Golden Section, Quadratic Interpolation, Nelder-Mead line search algorithms are studied.
Solving the simplest case aka "the Party Problem", i.e. R(3,3) Ramsey number related to a complete graph of 2-colored edges, using MatLab and Monte Carlo simulations with acceptance rule.
Steepest Descent Method is studied for Rosenbrock function.
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