Robust Optimization of Spline Models and Complex Regulatory Networks Theory, Methods and Applications / by Ayse Özmen.

Robust Optimization of Spline Models and Complex Regulatory Networks Theory, Methods and Applications /

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...

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Bibliographic Details
Main Author: Özmen, Ayse (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Series:Contributions to management science.
Subjects:
Business.
Operations research.
Decision making.
Mathematical models.
Mathematical optimization.
Mathematics.
Engineering mathematics.
Environmental sciences.
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