Introduction to nonlinear optimization :theory, algorithms, and applications with MATLAB
Beck, Amir
Introduction to nonlinear optimization :theory, algorithms, and applications with MATLAB Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel. - USA: Mathematical Optimization Society, 2014 - xii, 282 pages : illustrations (some color) ; 26 cm. - MOS-SIAM series on optimization .
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.
9781611973648 (pbk)
MATLAB.
Mathematical optimization.
Nonlinear theories.
QA402.5 / .B4224 2014
519.6 BEC/Int
Introduction to nonlinear optimization :theory, algorithms, and applications with MATLAB Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel. - USA: Mathematical Optimization Society, 2014 - xii, 282 pages : illustrations (some color) ; 26 cm. - MOS-SIAM series on optimization .
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.
9781611973648 (pbk)
MATLAB.
Mathematical optimization.
Nonlinear theories.
QA402.5 / .B4224 2014
519.6 BEC/Int