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## Book on General Optimization Topics

- H.T. Lau, _[A Numerical Library in C for Scientists and Engineers](http://www.amazon.com/exec/obidos/ISBN=084937376X/amplA/)._ CRC Press, 1995. _Includes a section on optimization; comes with a disk._

- G.L. Nemhauser, A.H.G. Rinnooy Kan and M.J. Todd (editors), _[Optimization](http://www.amazon.com/exec/obidos/ISBN=0444872841/amplA/)._ Handbooks in Operations Research and Management Science, volume 1. North-Holland, 1989. _A broad reference with large biliography. Entries are at a fairly advanced level._

- Hamdy A. Taha, _[Operations Research: An Introduction](http://www.amazon.com/exec/obidos/ISBN=0131889230/amplA/),_ 8th edition. Prentice Hall, 2006. _Makes extensive use of AMPL in examples and exercises._

- H.P. Williams, _[Model Building in Mathematical Programming](http://www.amazon.com/exec/obidos/ISBN=0471997889/amplA/),_ 4th edition. Wiley, 1993. _A popular collection of optimization models and modeling techniques._

- W.L. Winston, _[Introduction to Mathematical Programming: Applications and Algorithms](http://www.amazon.com/exec/obidos/ISBN=0534230474/amplA/),_ 2nd edition. Wadsworth, 1997. _A widely used elementary introduction to optimization topics._

## Linear Programming Books

- D. Bertsimas and J. Tsitsiklis, _[Introduction to Linear Optimization](http://www.amazon.com/exec/obidos/ISBN=1886529191/amplA/)._ Athena Scientific, 1996.

- V. Chvatal, _[Linear Programming](http://www.amazon.com/exec/obidos/ISBN=0716715872/amplA/)._ W.H. Freeman & Co., 1983. _A perennial favorite among introductory texts._

- S.I. Gass, _[An Illustrated Guide to Linear Programming](http://www.amazon.com/exec/obidos/ISBN=0486262588/amplA/)._ Dover, 1990. _An inexpensive reprint of a classic introduction._

- I. Maros, _[Computational Techniques of the Simplex Method](http://www.amazon.com/exec/obidos/ISBN=1402073321/amplA/)._ Kluwer, 2003.

- R. Saigal, _[Linear Programming: A Modern Integrated Analysis](http://www.amazon.com/exec/obidos/ISBN=0792396227/amplA/)._ Kluwer, 1995.

- R.J. Vanderbei, _[Linear Programming: Foundations and Extensions](http://www.amazon.com/exec/obidos/ISBN=0792373421/amplA/),_ 2nd edition. Kluwer, 2001. _An introductory graduate-level text covering theory and computation for both simplex and interior-point methods._

- S.J. Wright, _[Primal-Dual Interior-Point Methods](http://www.amazon.com/exec/obidos/ISBN=089871382X/amplA/)._ SIAM, 1997.


## Nonlinear Programming Books

- M.S. Bazaraa, H.D. Sherali and C.M. Shetty, _[Nonlinear Programming: Theory and Algorithms](http://www.amazon.com/exec/obidos/ISBN=0471557935/amplA/)._ Wiley, 1992.

- D.P. Bertsekas, _[Nonlinear Programming](http://www.amazon.com/exec/obidos/ISBN=1886529140/amplA/)._ Athena Scientific, 1995.

- R. Fletcher, _[Practical Methods of Optimization](http://www.amazon.com/exec/obidos/ISBN=0471494631/amplA/), 2nd edition._ Wiley, 2000.

- P.E. Gill, W. Murrary and M.H. Wright, _[Practical Optimization](http://www.amazon.com/exec/obidos/ISBN=0122839528/amplA/)._ Academic Press, 1981.

- D.G. Luenberger, _[Linear and Nonlinear Programming](http://www.amazon.com/exec/obidos/ISBN=0201157942/amplA/), 2nd edition._ Addison-Wesley, 1984.

- S. Nash and A. Sofer, _[Linear and Nonlinear Programming](http://www.amazon.com/exec/obidos/ISBN=0070460655/amplA/)._ McGraw-Hill, 1996.

- J. Nocedal and S.J. Wright, _[Numerical Optimization](http://www.amazon.com/exec/obidos/ISBN=0387987932/amplA/)._ Springer Verlag, 1999.

## Integer Programming and Combinatorial Optimization Books

- W.J. Cook, W.H. Cunningham, W.R. Pulleyblank and A. Schrijver, _[Combinatorial Optimization](http://www.amazon.com/exec/obidos/ISBN=047155894X/amplA/)._ Wiley Interscience, 1997. _A comprehensive and up-to-date treatment._

- G.L. Nemhauser and L.A. Wolsey, _[Integer and Combinatorial Optimization](http://www.amazon.com/exec/obidos/ISBN=0471359432/amplA/)._ Wiley Interscience, 1988. _An advanced text that covers many theortical and computational topics in integer programming._

- C.H. Papadimitriou and K. Steiglitz, _[Combinatorial Optimization: Algorithms and Complexity](http://www.amazon.com/exec/obidos/ISBN=0486402584/amplA/)._ Dover, 1998. _Recently reprinted in an inexpensive paperback edition._

- L.A. Wolsey, _[Integer Programming](http://www.amazon.com/exec/obidos/ISBN=0471283665/amplA/)._ Wiley, 1998. _An introduction to the subject and its applications._

## Network Optimization Books

- R.K. Ahuja, T.L. Magnanti and J.B. Orlin, _[Network Flows: Theory, Algorithms, and Applications](http://www.amazon.com/exec/obidos/ISBN=013617549X/amplA/)._ Prentice-Hall, 1993. _A comprehensive recent survey of the topic._

- D.P. Bertsekas, _[Linear Network Optimization: Algorithms and Codes](http://www.amazon.com/exec/obidos/ISBN=0262023342/amplA/)._ MIT Press, 1991. _Includes code for a variety of network algorithms._

- D.P. Bertsekas, _[Network Optimization: Continuous and Discrete Models](http://www.amazon.com/exec/obidos/ISBN=1886529027/amplA/)._ Athena Scientific, 1998.

- K.G. Murty, _[Network Programming](http://www.amazon.com/exec/obidos/ISBN=013615493X/amplA/)._ Prentice-Hall, 1992.

## Additional Topics

- D.P. Bertsekas and J. Tsitsiklis, _[Parallel and Distributed Computation: Numerical Methods](http://www.amazon.com/exec/obidos/ISBN=1886529019/amplA/)._ Athena Scientific, 1997.

- Y. Censor and S.A. Zenios, _[Parallel Optimization: Theory, Algorithms, and Applications](http://www.amazon.com/exec/obidos/ISBN=019510062X/amplA/)._ Oxford University Press, 1998. _Winner of the 1999 INFORMS Computing Society Prize for Research Excellence in the Interface Between Operations Research and Computer Science._

- L.S. Lasdon, _[Optimization Theory for Large Systems](http://www.amazon.com/exec/obidos/ISBN=0486419991/amplA/)._ Dover, 2002. _A survey of decomposition, relaxation, column-generation, and compact-basis methods for large-scale optimization, in an inexpensive reprint edition._

- K. Marriott and P.J. Stuckey, _[Programming With Constraints: An Introduction](http://www.amazon.com/exec/obidos/ISBN=0262133415/amplA/)._ MIT Press, 1998. _An introduction to techniques that can provide an alternative to integer programming for highly combinatorial problems._ (See also the [proposed AMPL extensions](https://ampl.com/_archive/first-website/BOOK/bookstore.html../NEW/FUTURE/logic.html) that would take advantage of constraint logic programming solvers.)

- J.D. Pinter, _[Global Optimization in Action: Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications](http://www.amazon.com/exec/obidos/ISBN=0792337573/amplA/)._ Kluwer, 1996. _Winner of the 1999 INFORMS Computing Society Prize for Research Excellence in the Interface Between Operations Research and Computer Science._

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