Derivative-free global optimization using space filling curves

• 主要作者: Dutta Aditi
• 其他作者: Sundaram Suresh
• 格式: Final Year Project
• 語言: English
• 出版: 2018
• 主題: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; DRNTU::Science::Mathematics::Applied mathematics::Optimization
• 在線閱讀: http://hdl.handle.net/10356/73846
• 機構: Nanyang Technological University

Many real-world problems involve multivariate global optimization which can be difficult to solve. In this report, a new approach to the Dividing Rectangles or DIRECT algorithm for solving multi-dimensional global optimization problems with bounds and a real-valued objective function, is discussed....