Linear and nonlinear programming
By: David G. Luenberger, Yinyu Ye
Contributors: Ye, Yinyu
Edition: 3rd ed.
Series: International series in operations research and management science
Publisher: Springer
Published: 2008
Place of publication: New York, NY
Language: eng
Number of pages: 546
ISBN-13: 9780387745022
Subjects: Linear programming; Nonlinear programming
Description: "Linear and Nonlinear Programming" is considered a classic textbook in Optimization. While it is a classic, it also reflects modern theoretical insights. These insights provide structure to what might otherwise be simply a collection of techniques and results, and this is valuable both as a means for learning existing material and for developing new results. One major insight of this type is the connection between the purely analytical character of an optimization problem, expressed perhaps by properties of the necessary conditions, and the behavior of algorithms used to solve a problem. This was a major theme of the first and second editions. Now the third edition has been completely updated with recent Optimization Methods. Yinyu Ye has written chapters and chapter material on a number of these areas including Interior Point Methods. This book is designed for either self-study by professionals or classroom work at the undergraduate or graduate level for technical students. Like the field of optimization itself, which involves many classical disciplines, the book should be useful to system analysts, operations researchers, numerical analysts, management scientists, and other specialists.
Notes: Includes bibliographical references and index.