Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications by Ayse ÖzmenEnglish | PDF | 2016 | 143 Pages | ISBN : 3319307991 | 2.8 MB
This book introduces methods of robust optimization in multivariate adaptive regression splines (MARS) and Conic MARS in order to handle uncertainty and non-linearity. The proposed techniques are implemented and explained in two-model regulatory systems that can be found in the financial sector and in the contexts of banking, environmental protection, system biology and medicine.