Sentence examples for gradient based methods from inspiring English sources

An overview of the optimization techniques namely gradient based methods and non-gradient based methods are presented.

For gradient based methods, sensitivity analysis is performed to find the design point in reliability analysis.

The method described in "The Agent network" is compared with three other policy gradient based methods.

The optimisation of fibre angle distribution lends itself easily to gradient based methods.

In relation to model calibration, gradient based methods are used almost exclusively.

Gradient based methods are mainly used for aerodynamic design optimization of aircraft and they minimize the convex differential functions.

Many solutions have been proposed which are based on derivative-free and gradient-based methods.

One category is based on gradient, including finite difference approximation of derivative, adjoint gradient-based methods, and gradient simulator methods.

Gradient-based methods assume an open-loop setup, where the entire optimization procedure is performed based on the knowledge of the system dynamics.

Note that both ω and π can be found at one step without resorting to gradient-based methods.

Gradient-based methods provide a clear convergence criterion.