{"product_id":"the-newton-cauchy-framework-a-unified-approach-to-unconstrained-nonlinear-minimization-9783540576716","title":"The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization","description":"\u003cp\u003e • Author(s): John L. Nazareth\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: CAD-CAM\u003c\/p\u003e\u003cp\u003eComputational unconstrained nonlinear optimization comes to life from a study of the interplay between the metric-based (Cauchy) and model-based (Newton) points of view. The motivating problem is that of minimizing a convex quadratic function. This research monograph reveals for the first time the essential unity of the subject. It explores the relationships between the main methods, develops the Newton-Cauchy framework and points out its rich wealth of algorithmic implications and basic conceptual methods. The monograph also makes a valueable contribution to unifying the notation and terminology of the subject. It is addressed topractitioners, researchers, instructors, and students and provides a useful and refreshing new perspective on computational nonlinear optimization.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":47614917476503,"sku":"9783540576716","price":5621.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783540576716.webp?v=1775097462","url":"https:\/\/atlanticbooks.com\/products\/the-newton-cauchy-framework-a-unified-approach-to-unconstrained-nonlinear-minimization-9783540576716","provider":"Atlantic Books","version":"1.0","type":"link"}