{"product_id":"9783319307992","title":"Contributions to Management Science: Theory, Methods and Applications","description":"\u003ch1\u003eContributions to Management Science: Theory, Methods and Applications\u003c\/h1\u003e \u003ch2\u003eÖzmen, Ayşe\u003c\/h2\u003e \u003cp\u003eThis book introduces methods of robust optimization in multivariate\nadaptive regression splines (MARS) and Conic MARS in order to handle\nuncertainty and non-linearity. The proposed techniques are implemented and\nexplained in two-model regulatory systems that can be found in the financial\nsector and in the contexts of banking, environmental protection, system biology\nand medicine. The book provides necessary\nbackground information on multi-model regulatory networks, optimization\nand regression. It presents the theory of and approaches to robust (conic)\nmultivariate adaptive regression splines - R(C)MARS – and robust (conic)\ngeneralized partial linear models – R(C)GPLM – under polyhedral uncertainty. Further,\nit introduces spline regression models for multi-model regulatory networks and\ninterprets (C)MARS results based on different datasets for the implementation.\nIt explains robust optimization in these models in terms of both the theory and\nmethodology. In this context it studies R(C)MARS results with different\nuncertainty scenarios for a numerical example. Lastly, the book demonstrates\nthe implementation of the method in a number of applications from the\nfinancial, energy, and environmental sectors, and provides an outlook on future\nresearch.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2016-05-23\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319307992\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-30800-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 139\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47662012792972,"sku":"9783319307992","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319307992.jpg?v=1776434934","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319307992","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}