Abhijeet NayakConstraint Satisfaction ProblemsSay we have a problem with a bunch of variables, each having its own domain. This domain defines the set of values that the variable is…Jan 2, 2023Jan 2, 2023
Abhijeet NayakLine-Search methods for OptimizationLocal Convergence rules in Newton-type methods state that if the initial value starts close to the solution, the optimization algorithm…Dec 11, 2022Dec 11, 2022
Abhijeet NayakGaussian Mixture ModelsOne of the easiest ways to estimate the density of a distribution is to use a Parametric model to define the distribution. For example, one…Jan 23, 2022Jan 23, 2022
Abhijeet NayakNewton-type Methods for OptimizationConsider a general unconstrained optimization problem:Jan 14, 2022Jan 14, 2022