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Linear Programming 2: Theory and Extensions
 
 
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Linear Programming 2: Theory and Extensions [Hardcover]

George B. Dantzig (Author), Mukund N. Thapa (Author)
4.0 out of 5 stars  See all reviews (1 customer review)

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Book Description

July 30, 2003 0387986138 978-0387986135 1
George Dantzig is widely regarded as the founder of this subject with his invention of the simplex algorithm in the 1940's. In this second volume, the theory of the items discussed in the first volume is expanded to include such additional advanced topics as variants of the simplex method; interior point methods, GUB, decomposition, integer programming, and game theory. Graduate students in the fields of operations research, industrial engineering and applied mathematics will thus find this volume of particular interest.

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Linear Programming 2: Theory and Extensions + Linear Programming: 1: Introduction (Springer Series in Operations Research and Financial Engineering) (v. 1) + Model Building in Mathematical Programming, 4th Edition
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Editorial Reviews

Review

From the reviews: "This book has a remarkable pair of authors. … The book contains a large number of examples to illustrate definitions and results. … While the book is intended as an advanced graduate-level text, I believe that the book, with its wealth of material and detailed examples, is very useful also to upper undergraduate students … as well as to researchers and practitioners. … All in all, I think the book is a good value for money for both libraries and individuals." (G Gutin, Journal of the Operational Research Society, Issue 56, 2005) "This book is the second volume of ‘Linear Programming’ by G.B. Dantzig, and M.N. Thapa … . The content of the book is about equally split between Linear Programming theory and extensions. … The book is an essential companion to the first volume … . As a textbook, the numerous examples and illustrations, especially worked examples of the application of algorithms, are very useful to convey the necessary intuition about the mathematical concepts. … is also a good reference volume on linear programming." (Matthias Ehrgott, Zentralblatt MATH, Vol. 1029, 2004) "This is Volume 2 of Linear programming … focussing on the mathematical theory with detailed proofs of all the results. Because of its complete and comprehensive coverage, this volume makes a very attractive textbook for a proof-oriented graduate level course in linear programming (LP). … It is great having such a comprehensive book on the theory of LP written by the originator of the subject … . The book belongs in the personal collection of all the people doing research in optimization." (K.G. Murty, Mathematical Reviews, 2004e) "The authors deal with theory and extensions of LP. … The book contains detailed proofs, worked examples, many exercises and an extensive bibliography, and each chapter is concluded with bibliographical hints and a comprehensive list of problems. This book, coauthored by the originator of the subject, is well-suited as a textbook and a reference on LP." (W. Huyer, Monatshefte für Mathematik, Vol. 146 (1), 2005) "The book is unique in its integrated treatment … . The exercises in the book are challenging … . And the notes at the end of each chapter are especially interesting, because they encapsulate the authors’ perspective on and assessment of the current state-of-the-art of linear programming and its extensions." (J.L. Nazareth, SIAM Review, Vol. 46 (3), 2004) "In 1997, 50 years after the invention of the simplex method, Dantzig and Thapa published Linear programming … . Volume 2, published in 2003, gives a systematic treatment of the theory for readers with a working knowledge of the simplex method and basic linear algebra. … The book is very carefully and clearly written, with plenty of discussion and commentary on the results and methods, and many worked examples. … In all respects this is an outstanding advanced text on linear programming." (David Griffel, The Mathematical Gazette, Vol. 88 (513), 2004) "The book is a continuation of Linear Programming 1 … . The text with full proofs of important theorems and a multitude of exercises invites the reader to actively work on topics … . each chapter contains a Notes & Selected Biography section which provides the reader with a comprehensive discussion of the scientific literature for further study. The book contains an appendix which provides an overview of probability theory. … The book … provides excellent reading materials for a graduate course on the topic." (R. A. Zuidwijk, Kwantitatieve Methoden, 2006)

Product Details

  • Hardcover: 456 pages
  • Publisher: Springer; 1 edition (July 30, 2003)
  • Language: English
  • ISBN-10: 0387986138
  • ISBN-13: 978-0387986135
  • Product Dimensions: 10.1 x 6.5 x 1.1 inches
  • Shipping Weight: 2.1 pounds (View shipping rates and policies)
  • Average Customer Review: 4.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon Best Sellers Rank: #2,036,605 in Books (See Top 100 in Books)

 

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0 of 4 people found the following review helpful:
4.0 out of 5 stars interesting book, February 23, 2006
This review is from: Linear Programming 2: Theory and Extensions (Hardcover)
There is an example of piecewise linear convex problem which I was looking for.
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Inside This Book (learn more)
First Sentence:
We denote x Rn to be either a point or a vector in n-dimensional space. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
full master program, restricted master program, key basic variable, full master problem, infeasibility multipliers, primal logarithmic barrier method, generalized linear program, feasible interior solution, triangularity rule, restricted master problem, primal basic solution, classical transportation problem, incoming column, dual basic solution, transportation array, auxilliary problem, original linear program, simplex multipliers, most negative reduced cost, transshipment problem, log barrier method, basic feasible solution, dual feasible region, outgoing column, parametric objective function
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Simplex Algorithm, Comprehensive Exam, Duality Theorem, Infeasibility Theorem, Bland's Rule, Monte Carlo, Wolfe's Rule, Resolution Theorem, Central Limit Theorem, Finite Termination, Prove Lemma, Random Choice Rule, George Dantzig, Philip Wolfe, Van Slyke, Augmenting Path Algorithm, Dijkstra's Algorithm, Naive Sampling, Solve Tucker, Simplex Primal, Solve Beale, Under Scenario
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