TY - BOOK AU - Griva, Igor AU - Nash, Stephrn G. AU - Sofer, Ariela TI - Linear and non-linear optimization SN - 9789386235374 U1 - 519.72 23rd PY - 2018/// CY - Hyderabad PB - University Press (India) Pvt. Ltd KW - Mathematics KW - Linear Optimization KW - Non-linear Optimization KW - Applications of Optimization N2 - This book introduces the applications, theory, and algorithms of linear and nonlinear optimization, with an emphasis on the practical aspects of the material. Its unique modular structure provides flexibility to accommodate the varying needs of instructors, students, and practitioners with different levels of sophistication in these topics. The succinct style of this second edition is punctuated with numerous real-life examples and exercises, and the authors include accessible explanations of topics that are not often mentioned in textbooks, such as duality in nonlinear optimization, primal-dual methods for nonlinear optimization, filter methods, and applications such as support-vector machines. This book is primarily intended for use in linear and nonlinear optimization courses for advanced undergraduate and graduate students. It is also appropriate as a tutorial for researchers and practitioners who need to understand the modern algorithms of linear and nonlinear optimization to apply them to problems in science and engineering. Also includes bibliographical references and index ER -