Derivative-free global optimization using space filling curves

• المؤلف الرئيسي: Dutta Aditi
• مؤلفون آخرون: Sundaram Suresh
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2018
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; DRNTU::Science::Mathematics::Applied mathematics::Optimization
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/73846
• المؤسسة: 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....