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Buch Cover Modern Numerical Nonlinear Optimization

Neculai Andrei
Springer International Publishing
160.49 € · Hardcover

unconstrained optimization stepsize computation steepest descent method Newton method conjugate gradient method quasi-Newton methods inexact Newton method trust-region method constrained nonlinear optimization simple bound optimization quadratic programming augmented Lagrangian penalty Lagrangian sequential quadratic programming Interior-point methods

This book includes a thorough theoretical and computational analysis of unconstrained and constrained optimization algorithms and combines and integrates the most recent techniques and advanced computational linear algebra methods. Nonlinear optimization methods and techniques have reached their mat...

Modern Numerical Nonlinear Optimization

Neculai Andrei
Springer International Publishing
235.39 € · Hardcover

unconstrained optimization stepsize computation steepest descent method Newton method conjugate gradient method quasi-Newton methods inexact Newton method trust-region method constrained nonlinear optimization simple bound optimization quadratic programming augmented Lagrangian penalty Lagrangian sequential quadratic programming Interior-point methods

This second edition of the book includes a thorough theoretical and computational analysis of unconstrained and constrained optimization algorithms. The qualifier modern in the title refers to the unconstrained and constrained optimization algorithms that combine and integrate the latest and the mos...

Modern Numerical Nonlinear Optimization

Neculai Andrei
Springer International Publishing
149.79 € · eBook

unconstrained optimization stepsize computation steepest descent method Newton method conjugate gradient method quasi-Newton methods inexact Newton method trust-region method constrained nonlinear optimization simple bound optimization quadratic programming augmented Lagrangian penalty Lagrangian sequential quadratic programming Interior-point methods

This book includes a thorough theoretical and computational analysis of unconstrained and constrained optimization algorithms and combines and integrates the most recent techniques and advanced computational linear algebra methods. Nonlinear optimization methods and techniques have reached their mat...

Modern Numerical Nonlinear Optimization

Neculai Andrei
Springer International Publishing
234.33 € · eBook

unconstrained optimization stepsize computation steepest descent method Newton method conjugate gradient method quasi-Newton methods inexact Newton method trust-region method constrained nonlinear optimization simple bound optimization quadratic programming augmented Lagrangian penalty Lagrangian sequential quadratic programming Interior-point methods

This second edition of the book includes a thorough theoretical and computational analysis of unconstrained and constrained optimization algorithms. The qualifier modern in the title refers to the unconstrained and constrained optimization algorithms that combine and integrate the latest and the mos...

Modern Numerical Nonlinear Optimization

Neculai Andrei
Springer International Publishing
160.49 € · Paperback

unconstrained optimization stepsize computation steepest descent method Newton method conjugate gradient method quasi-Newton methods inexact Newton method trust-region method constrained nonlinear optimization simple bound optimization quadratic programming augmented Lagrangian penalty Lagrangian sequential quadratic programming Interior-point methods

This book includes a thorough theoretical and computational analysis of unconstrained and constrained optimization algorithms and combines and integrates the most recent techniques and advanced computational linear algebra methods. Nonlinear optimization methods and techniques have reached their mat...

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