03297nam a22004695i 4500 978-0-387-88670-1 DE-He213 20260521092017.0 cr nn 008mamaa 100427s2010 xxu| s |||| 0|eng d 9780387886701 99780387886701 10.1007/978-0-387-88670-1 doi 515.64 23 Hendrix, Eligius M.T. author. Introduction to Nonlinear and Global Optimization [electronic resource] / by Eligius M.T. Hendrix, Boglárka G.-Tóth. New York, NY : Springer New York, 2010. XI, 208 p. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Springer Optimization and Its Applications, 1931-6828 ; 37 Mathematical modeling, cases -- NLP optimality conditions -- Goodness of optimization algorithms -- Nonlinear Programming algorithms -- Deterministic GO algorithms -- Stochastic GO algorithms. This self-contained text provides a solid introduction to global and nonlinear optimization, providing students of mathematics and interdisciplinary sciences with a strong foundation in applied optimization techniques. The book offers a unique hands-on and critical approach to applied optimization which includes the presentation of numerous algorithms, examples, and illustrations, designed to improve the reader's intuition and develop the analytical skills needed to identify optimization problems, classify the structure of a model, and determine whether a solution fulfills optimality conditions. Key features of "Introduction to Nonlinear and Global Optimization": - Offers insights into relevant concepts such as "regions of attraction", "branch-and-bound", and "cross-cutting" methods as well as many other useful methodologies. -Exhibits numerical examples and exercises developing the reader's familiarity with the terminology and algorithms that are frequently encountered in scientific literature. - Presents various heuristic and stochastic optimization techniques demonstrating how each be applied to a variety of models from biology, engineering, finance, chemistry, and economics. This book is intended to serve as a primary text in an advanced undergraduate or graduate course focusing on nonlinear and global optimization and requires an understanding of basic calculus and linear algebra. MATHEMATICS. GLOBAL DIFFERENTIAL GEOMETRY. OPERATIONS RESEARCH. MATHEMATICS. CALCULUS OF VARIATIONS AND OPTIMAL CONTROL, OPTIMIZATION. OPERATIONS RESEARCH, MATHEMATICAL PROGRAMMING. DIFFERENTIAL GEOMETRY. G.-Tóth, Boglárka. author. SpringerLink (Online service) Springer eBooks Printed edition: 9780387886695 Springer Optimization and Its Applications, 1931-6828 ; 37 http://dx.doi.org/10.1007/978-0-387-88670-1 Ver el texto completo en las instalaciones del CICY ZDB-2-SMA ddc ER 35327 35327 0 0 ddc 0 0 LE CICY CICY EL 2025-10-06 0 515.64 2025-10-06 08:44:29 2025-10-06 ER