Document Type : Research Paper

Authors

• Ahmed Alridha
• Fadhil Abdalhasan Wahbi
• Mazin Kareem Kadhim

Department of Mathematics Science, Ministry of Education, Babylon, Iraq

Abstract

Machine learning is fast evolving, with numerous theoretical advances and applications in a variety of domains. In reality, most machine learning algorithms are based on optimization issues. This interaction is also explored in the special topic on machine learning and large-scale optimization. Furthermore, machine learning optimization issues have several unique characteristics that are rarely seen in other optimization contexts. Aside from that, the notions of classical optimization vs machine learning will be discussed. Finally, this study will give an outline of these particular aspects of machine learning optimization.

Keywords

• machine learning
• mathematical programming
• optimization techniques