Nonlinear Programming

@book{citeulike:1859441, abstract = {{This extensive rigorous texbook, developed through instruction at MIT, focuses on nonlinear and other types of optimization: iterative algorithms for constrained and unconstrained optimization, Lagrange multipliers and duality, large scale problems, and the interface between continuous and discrete optimization. Among its special features, the book: 1) provides extensive coverage of iterative optimization methods within a unifying framework 2) provides a detailed treatment of interior point methods for linear programming 3) covers in depth duality theory from both a variational and a geometrical/convex analysis point of view 4) includes much new material on a number of topics, such as neural network training, discrete-time optimal control, and large-scale optimization 5) includes a large number of examples and exercises detailed solutions of many of which are posted on the internet Much supplementary/support material can be found at the book's web page http://www.athenasc.com/nonlinbook.html}}, author = {Bertsekas, Dimitri P. }, citeulike-article-id = {1859441}, howpublished = {Hardcover}, isbn = {1886529000}, keywords = {nonlinear-programming, optimization, programming}, month = {September}, posted-at = {2008-02-29 19:10:33}, priority = {2}, publisher = {{Athena Scientific}}, title = {Nonlinear Programming}, url = {http://www.amazon.ca/exec/obidos/redirect?tag=citeulike09-20\&path=ASIN/1886529000}, year = {1999} }

TY - BOOK ID - citeulike:1859441 L3 - citeulike-article-id:1859441 TI - Nonlinear Programming PB - {Athena Scientific} SN - 1886529000 N2 - {This extensive rigorous texbook, developed through instruction at MIT, focuses on nonlinear and other types of optimization: iterative algorithms for constrained and unconstrained optimization, Lagrange multipliers and duality, large scale problems, and the interface between continuous and discrete optimization. Among its special features, the book: 1) provides extensive coverage of iterative optimization methods within a unifying framework 2) provides a detailed treatment of interior point methods for linear programming 3) covers in depth duality theory from both a variational and a geometrical/convex analysis point of view 4) includes much new material on a number of topics, such as neural network training, discrete-time optimal control, and large-scale optimization 5) includes a large number of examples and exercises detailed solutions of many of which are posted on the internet Much supplementary/support material can be found at the book's web page http://www.athenasc.com/nonlinbook.html} KW - nonlinear-programming KW - optimization KW - programming AU - Bertsekas, Dimitri PY - 1999/09/01/ UR - http://www.amazon.ca/exec/obidos/redirect?tag=citeulike09-20&path=ASIN/1886529000 ER -