Linear and Nonlinear Optimization, Softcover reprint of the original 1st ed. 2017 International Series in Operations Research & Management Science Series, Vol. 253
Auteurs : Cottle Richard W., Thapa Mukund N.
?This textbook on Linear and Nonlinear Optimization is intended for graduate and advanced undergraduate students in operations research and related fields. It is both literate and mathematically strong, yet requires no prior course in optimization. As suggested by its title, the book is divided into two parts covering in their individual chapters LP Models and Applications; Linear Equations and Inequalities; The Simplex Algorithm; Simplex Algorithm Continued; Duality and the Dual Simplex Algorithm; Postoptimality Analyses; Computational Considerations; Nonlinear (NLP) Models and Applications; Unconstrained Optimization; Descent Methods; Optimality Conditions; Problems with Linear Constraints; Problems with Nonlinear Constraints; Interior-Point Methods; and an Appendix covering Mathematical Concepts. Each chapter ends with a set of exercises.
The book is based on lecture notes the authors have used in numerous optimization courses the authors have taught at Stanford University. It emphasizes modeling and numerical algorithms for optimization with continuous (not integer) variables. The discussion presents the underlying theory without always focusing on formal mathematical proofs (which can be found in cited references). Another feature of this book is its inclusion of cultural and historical matters, most often appearing among the footnotes.
Professor Ilan Adler,
IEOR Department,
UC Berkeley
Michael P. Friedlander,
IBM Professor of Computer Science,
Professor of Mathematics,
University of British Columbia
Entirely readable yet mathematically rigorous
Includes end-of-chapter exercises
Authors are prominent scholars in the field
Includes supplementary material: sn.pub/extras
Date de parution : 05-2018
Ouvrage de 614 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 94,94 €
Ajouter au panierDate de parution : 06-2017
Ouvrage de 614 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 137,14 €
Ajouter au panier