The Assignment method picks a ‘task’ and matches it with the most appropriate
‘agent’, from which the most efficient outcome may be obtained. Since its
introduction in 1952, many different approaches have been developed for finding
best solutions to the assignment problem. A few important ones should be
mentioned: Hungarian Method by Kuhn and Munkres [1, 2] was one of the
earliest ones; linear programming was proposed by Dantzig [3]; the Auction
Algorithm was developed by Bertsekas [4]. Other methods may include one by
Kosowsky and Yuille [5] that uses statistical physics, another by Basirzadh [6]
called Ones Assignment method, which is somewhat similar to the Hungarian and
minimizes or maximizes the objective function,the revised Ones Assignment
Method by Muley and Ghade [7]. Lastly, new improved ones assignment mehod
by authors of this study [8].