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Robust Optimization of Spline Models and Complex Regulatory Networks

Theory, Methods and Applications

Robust Optimization of Spline Models and Complex Regulatory Networks( )
Author: Ozmen, Ayse
Series title:Contributions to Management Science Ser.
ISBN:978-3-319-30799-2
Publication Date:May 2016
Publisher:Springer International Publishing AG
Imprint:Springer
Book Format:Hardback
List Price:USD $109.99USD $54.99
Book Description:

This book introduces methods of robust optimization in multivariateadaptive regression splines (MARS) and Conic MARS in order to handleuncertainty and non-linearity. The proposed techniques are implemented andexplained in two-model regulatory systems that can be found in the financialsector and in the contexts of banking, environmental protection, system biologyand medicine. The book provides necessarybackground information on multi-model regulatory networks, optimizationand...
More Description

Book Details
Pages:139
Detailed Subjects: Mathematics / Optimization
Education / Decision-Making & Problem Solving
Business & Economics / Operations Research
Physical Dimensions (W X L X H):6.045 x 9.165 Inches
Book Weight:7.819 Pounds



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