Gradient Descent is an optimization algorithm used to minimize functions by iteratively adjusting parameters in the direction of the negative gradient. This simple example demonstrates how gradient ...

Frazier, Powell & Dayanik. "A knowledge-gradient policy for sequential information collection", SIAM Journal on Control and Optimization, 2008. doi:10.1137/070693424 ...