This class represents the elementwise natural logarithm \(\log(x)\).
Log(x)
# S4 method for class 'Log'
to_numeric(object, values)
# S4 method for class 'Log'
sign_from_args(object)
# S4 method for class 'Log'
is_atom_convex(object)
# S4 method for class 'Log'
is_atom_concave(object)
# S4 method for class 'Log'
is_atom_log_log_convex(object)
# S4 method for class 'Log'
is_atom_log_log_concave(object)
# S4 method for class 'Log'
is_incr(object, idx)
# S4 method for class 'Log'
is_decr(object, idx)
# S4 method for class 'Log'
.grad(object, values)
# S4 method for class 'Log'
.domain(object)
An Expression or numeric constant.
A Log object.
A list of numeric values for the arguments
An index into the atom.
to_numeric(Log)
: The elementwise natural logarithm of the input value.
sign_from_args(Log)
: The sign of the atom is unknown.
is_atom_convex(Log)
: The atom is not convex.
is_atom_concave(Log)
: The atom is concave.
is_atom_log_log_convex(Log)
: Is the atom log-log convex?
is_atom_log_log_concave(Log)
: Is the atom log-log concave?
is_incr(Log)
: The atom is weakly increasing.
is_decr(Log)
: The atom is not weakly decreasing.
.grad(Log)
: Gives the (sub/super)gradient of the atom w.r.t. each variable
.domain(Log)
: Returns constraints describng the domain of the node
x
An Expression or numeric constant.