In optimization, a descent direction.

by an iterative method, such as line search denotes the inner product is reduced, by Taylor's theorem.

.

Numerous methods exist to compute descent directions, all with differing merits, such as gradient descent or the conjugate gradient method.

is a positive definite. This generality is used in preconditioned gradient descent methods.

See also

• Directional derivative

References