Aborigines were the Australian people for 60,000 years. They lived in
very diverse environments, some groups were living along the coast,
others on the river banks while some inhabited the deserts in central
Australia. When the Europeans arrived, they were over 250 groups
speaking 600 dialects.
Map of the linguistic groups by Norman Tindale

Geographic map

Some groups
never used throwing sticks, others never saw a boomerang because of
different hunting methods. The below examples of usage and manufacture
do not portray the traditional diversity of the Aborigines but just a
few stories that reached us.
The large number of
words used for the boomerang and the hunting stick depending on the region and group of Aborigines show this incredible diversity.
Aborigines and other civilizations using the flat and curved wooden object that we vulgarly call "boomerang" today was
used quite differently:
- They used it as a all-in-one tool for survival:
Hunting, fishing, gathering, starting a fire and... war.
- They used it for ceremonial dances and rituals.
- They also used it as entertainment and competition during inter-tribal encounters.
But how did the Aborigines
made the throwing sticks and boomerangs?
There are in fact 2 types of curved wooden objects that are often mistakenly lumped together as boomerangs:
THE HUNTING STICK (aka killing stick)
It's a wooden stick of good size, usually over 50cm (20 inches),
slightly curved, large and heavy; obviously not meant to return, even
though it can glide straight and reach up to 200m (650 feet).
Unlike a returning boomerang, it is thrown horizontally and much like a
skipping stone on the water surface it can bounce off the ground to
reach and break the preys legs, slowing or stopping it. This one will
then be killed with sticks or spears by the hunters.
Here are two examples:

These hunting sticks were more like weapons or tools from the Prehistoric period.
The bulk of these so-called "boomerangs" made by the Aborigines were
actually hunting sticks, not boomerangs, hence the confusion by
Europeans who long thought that the boomerang was used for hunting and
could return once the target was hit, which, of course, is completely
impossible.
THE BOOMERANG
A lot more curved, lighter and often smaller than the hunting stick,
thrown vertically or tilted, it returns relatively well towards the
thrower.
The boomerang probably evolved from the hunting stick:
Could it be that children playing with lighter hunting sticks noticed its particular returning property?
Even if the boomerang was really used for hunting, its curved flight
makes accuracy difficult and limits its hunting purpose, especially for
birds hunting.
This particular type of throwing stick, the boomerang, was more likely used for games and competitions.
Here are two examples (both at the top):

The bottom
object, due to its light curve and the pointed tips of its wings, is
rather a hunting stick or throwing stick (common terminology).
Often mislabeled as the "non-returning boomerang" to categorize the
hunting stick and the "returning boomerang" for the boomerang, which is
redundant since boomerang means a returning throwing stick.