PEMILIHAN ALGORITMA PELATIHAN DENGAN TEKNIK OPTIMASI NUMERIS DALAM PENENTUAN “MAHASISWA TERBAIK” REGULER TEKNIK INFORMATIKA

Abstract

Usually when making decision for ”The Best Student College” in every departement at University, we use in manualy. Sometimes, we miss some student that honour to be ”The Best Student College” because of withdrawal or has a nepotism or a lot of number of student. The condtiton or problem can be solve if we built a smart system. Many example of smart system was being applied recently in our life. Neural network is one of them. Neural network has many training algorithm to built a smart system. In this paper, we will discuss about how to choose training algorithm that has the fastest epoch for this case. The right algorithm can be used to built a smart system to make decision which one is “The Best Student College” in Tehnic of Informatics. The end of discussion, we compare every algorithm so we can have the best and fastest algorithm to built a smart system.

Keywords : Neural Network, numerical optimization, training algorithm,making decision