Department of Automation and Technical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China
Mini Review
Challenges in Large-Scale Optimization: Handling Big Data and High Dimensionality
Author(s): Helmer Cloirec*
In an era dominated by the digital revolution, the process of large-scale optimization has taken center stage across various domains. As the volume
of data continues to grow exponentially and the dimensionality of problems escalates, handling big data and high dimensionality has become a
formidable challenge. This article delves into the intricacies of large-scale optimization, exploring the key challenges it faces in dealing with big data
and high dimensionality. We discuss the significance of these challenges, potential solutions and their implications across diverse fields... Read More»
DOI:
10.37421/2229-8711.2023.14.352
Global Journal of Technology and Optimization received 847 citations as per Google Scholar report