Linear and nonlinear optimization (Record no. 3191)

000 -LEADER
fixed length control field 01815nam a22002177a 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220928112344.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789386235374
050 ## - LIBRARY OF CONGRESS CALL NUMBER
Classification number T57.74
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Griva, Igor; Nash, Stephen; Sofer, Ariela
245 ## - TITLE STATEMENT
Title Linear and nonlinear optimization
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Hyderabad
Name of publisher, distributor, etc. Universities press
Date of publication, distribution, etc. 2009
300 ## - PHYSICAL DESCRIPTION
Extent xxii, 742 pp.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Optimization models;<br/>Fundamentals of optimization;<br/>Representation of linear constraints;<br/>Geometry of linear programming;<br/>The simplex method;<br/>Duality and sensitivity;<br/>Enhancements of the simplex method;<br/>Network problems;<br/>Computational complexity of linear programming;<br/>Interior-point methods of linear programming;<br/>Basics of unconstrained optimization;<br/>Methods for unconstrained optimization;<br/>Low-storage methods for unconstrained problems;<br/>Optimality conditions for constrained problems;<br/>Feasible-point methods;<br/>Penalty and barrier methods
520 ## - SUMMARY, ETC.
Summary, etc. "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
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Advanced Mathematics; Linear Programming
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Book
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Home library Shelving location Date acquired Inventory number Full call number Accession No. Date last seen Copy number Price effective from Koha item type
        Mathematics ICTS Rack No 14 09/27/2022 Gratis T57.74 02565 03/22/2024 1 09/28/2022 Book