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Optimization essentials (Record no. 567463)

000 -LEADER
fixed length control field 02693nam a22002297a 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250127131930.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250122b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9789819954902
040 ## - CATALOGING SOURCE
Transcribing agency IIT Kanpur
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 658.54
Item number Op7
245 ## - TITLE STATEMENT
Title Optimization essentials
Remainder of title theory, tools, and applications
Statement of responsibility, etc edited by Faiz Hamid
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Singapore
Name of publisher Springer
Year of publication 2024
300 ## - PHYSICAL DESCRIPTION
Number of Pages xxi, 798p
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title International series in operations research & management science [ISOR]
490 ## - SERIES STATEMENT
Series statement / edited by Camille C. Price ...[et al.]
Volume number/sequential designation ; v.353
520 ## - SUMMARY, ETC.
Summary, etc This book explores recent developments and exciting challenges in operations research and mathematical optimization. It provides the following in a unified and carefully developed presentation: (a) novel problems that have arisen in the real-life optimization domain, highlighting the challenges in each problem; (b) significant methodological advances for solving existing optimization problems, with a special emphasis on large scale problems.
The book assumes a decent understanding of matrix algebra, linear and integer programming, non-linear programming, computational complexity, and graph theory. Each chapter in this book starts with an introduction to the underlying optimization technique. It then explores a real-life case study to which the technique will be applied. The objective is to demonstrate how the underlying technique can be utilized to solve a challenging problem. The chapters offer details on how to formulate a research problem into a formal optimization model, reformulate or transform it (if required) to improve computational tractability, and apply necessary customizations to the optimization technique specific to the underlying problem to derive an optimal or near-optimal solution.

The book covers various state-of-the-art methods (both exact and heuristics) and modelling approaches in sync with the current research trends, which are still not discussed in typical graduate-level textbooks. Applications covered in the book span the realms of resource planning, telecommunications, scheduling, logistics, education, environmental conservation, and many others. It is thus a valuable resource for post-graduate students of operations research and mathematical optimization. It also serves as a valuable reference for researchers who wish to explore various optimization techniques as part of their research methodologies. The learning from the book should enable the professionals to apply optimization theory and algorithms to their particular field of interest.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Optimization essentials
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Hamid, Faiz [ed.]
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Permanent Location Current Location Date acquired Cost, normal purchase price Full call number Accession Number Cost, replacement price Koha item type Public note
        Faculty Publication (Display) PK Kelkar Library, IIT Kanpur PK Kelkar Library, IIT Kanpur 2025-01-27 14412.00 658.54 Op7 GB2814 14412.00 Books Display box location : DR-13/7 [1st Floor]

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