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The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization

by John L. Nazareth
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Current price ₹5,621.00
Original price ₹6,746.00
Original price ₹6,746.00
Original price ₹6,746.00
(-17%)
₹5,621.00
Current price ₹5,621.00

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Book cover type: Paperback
  • ISBN13: 9783540576716
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 108
  • Original Price: USD 54.99
  • Language: English
  • Edition: 1994
  • Item Weight: 186 grams
  • BISAC Subject(s): Design, Graphics & Media / CAD-CAM

Computational 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.

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