Hence, gradient descent or the conjugate gradient method is generally preferred over hill climbing when the target function is differentiable.
22.
Thus, every iteration of these steepest descent methods is a bit cheaper compared to that for the conjugate gradient methods.
23.
In collaboration with Jean Weigle, Meselson then applied the density gradient method to studies of genetic recombination in the bacteriophage Lambda.
24.
Domain decomposition methods are typically used as preconditioners for Krylov space iterative methods, such as the conjugate gradient method or GMRES.
25.
For solving linear equations, gradient descent is rarely used, with the conjugate gradient method being one of the most popular alternatives.
26.
The density-gradient method allowed individual progeny phages to be characterized for their inheritance of parental DNA and of parental genetic makers.
27.
:SmartDO uses the Generalized Reduced Gradient Method and the Method of Feasible Directions as its foundation to solve the constrained nonlinear programming problem.
28.
"' Proximal gradient methods "'are a generalized form of projection used to solve non-differentiable convex optimization problems.
29.
None of these optimization methods can succeed directly if applied at the last scale as the gradient methods are sensitive to the initial guests.
30.
This version of the preconditioned conjugate gradient method can be called "'flexible, "'as it allows for variable preconditioning.
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