  In this paper we study the holographic entanglement entropy in a large N
noncommutative gauge field theory with two $\theta$ parameters by
Ryu-Takayanagi prescription (RT-formula). We discuss what contributions the
presence of noncommutativity will make to the entanglement entropy in two
different circumstances: 1) a rectangular strip and 2) a cylinder. Since we
want to investigate the entanglement entropy only, we will not be discussing
the finite temperature case in which the entropy calculated by the area of
minimal surface will largely be the thermal part rather than the entanglement
part. We find that divergence of the holographic entanglement entropy will be
worse in the presence of noncommutativity. In future study, we are going to
explore the concrete way of computing holographic entanglement entropy in
higher dimensional field theory and investigate more about the entanglement
entropy in the presence of black holes/black branes.
