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Introduction to nonlinear optimization :theory, algorithms, and applications with MATLAB Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel.

By: Material type: TextTextSeries: MOS-SIAM series on optimizationPublication details: USA: Mathematical Optimization Society, 2014Description: xii, 282 pages : illustrations (some color) ; 26 cmISBN:
  • 9781611973648 (pbk)
Subject(s): DDC classification:
  • 519.6 BEC/Int
LOC classification:
  • QA402.5 .B4224 2014
Contents:
Mathematical preliminaries -- Optimality conditions for unconstrained optimization -- Least squares -- The gradient method -- Newton's method -- Convex sets -- Convex functions -- Convex optimization -- Optimization over a convex set -- Optimality conditions for linearly constrained problems -- The KKT conditions -- Duality.
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Holdings
Item type Current library Call number Status Date due Barcode
Books Books Goa University Library MCA Book Bank 519.6 BEC/Int (Browse shelf(Opens below)) Available 170381

Includes bibliographical references and index.

Mathematical preliminaries -- Optimality conditions for unconstrained optimization -- Least squares -- The gradient method -- Newton's method -- Convex sets -- Convex functions -- Convex optimization -- Optimization over a convex set -- Optimality conditions for linearly constrained problems -- The KKT conditions -- Duality.

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