Practical Mathematical Optimization An Introduction to Basic Optimization Theory and Classical and New Gradient-Based Algorithms /

• Κύριος συγγραφέας: Snyman, Jan A. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2005.
• Σειρά: Applied Optimization, 97
• Θέματα: Mathematics.; Algorithms.; Numerical analysis.; Mathematical optimization.; Operations research.; Management science.; Optimization.; Operations Research, Management Science.; Numerical Analysis.

This book presents basic optimization principles and gradient-based algorithms to a general audience, in a brief and easy-to-read form without neglecting rigour. The work should enable the professional to apply optimization theory and algorithms to his own particular practical field of interest, be...

Πίνακας περιεχομένων:

• Line Search Descent Methods for Unconstrained Minimization
• Standard Methods for Constrained Optimization
• New Gradient-Based Trajectory and Approximation Methods
• Example Problems
• Some Theorems.