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Algorithms for continuous optimization--the state of the art

Author: E Spedicato
Publisher: Dordrecht ; Boston : Kluwer Academic, ©1994.
Series: NATO ASI series., Series C,, Mathematical and physical sciences ;, no. 434.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:

Presents the main algorithms for solving nonlinear continuous optimization (local and global methods), including linear programming as special cases (via simplex or interior point methods) and linear  Read more...

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Genre/Form: Conference papers and proceedings
Congresses
Material Type: Conference publication
Document Type: Book
All Authors / Contributors: E Spedicato
ISBN: 0792328590 9780792328599
OCLC Number: 30318209
Notes: "Proceedings of the NATO Advanced Study Inststute on Alogorithms for Continuous Optimization: the State of the Art, Il Ciocco, Barga, Italy, September 5-8, 1993"--Title page verso.
"Published in cooperation with NATO Scientific Affairs Division."
Description: xv, 565 pages : illustrations ; 25 cm.
Contents: General Optimality Conditions via a Separation Scheme; F. Giannessi. Linear Equations in Optimization; C.G. Broyden. Generalized and Sparse Least Squares Problems; A. Bjoerck. Algorithms for Solving Nonlinear Systems of Equations; J.M. Martinez. An Overview of Unconstrained Optimization; R. Fletcher. Nonquadratic Model Methods in Unconstrained Optimization; Naiyang Deng, Zhengfeng Li. Algorithms for General Constrained Nonlinear Optimization; M.C. Bartholomew-Biggs. Exact Penalty Methods; G. Di Pillo. Stable Barrier-projection and Barrier-Newton Methods for Linear and Nonlinear Programming; Y.G. Evtushenko, V.G. Zhadan. Large-Scale Nonlinear Constrained Optimization - a Current Survey; A.R. Conn, N. Gould, P.L. Toint. ABS Methods for Nonlinear Optimization; E. Spedicato, Zunquan Xia. A Condensed Introduction to Bundle Methods in Nonsmooth Optimization; C. Lemarechal, J. Zowe. Computational Methods for Linear Programming; D.F. Shanno. Infeasible Interior Point Methods for Solving Linear Programs; J. Stoer. Algorithms for Linear Complementarity Problems; J.J. Judice. A Homework Exercise - the "Big M" Problem; R.W.H. Sargent. Deterministic Global Optimization; Y.G. Evtushenko, M.A. Potapov. On Automatic Differentiation and Continuous Optimization; L.C.W. Dixon. Neural Networks and Unconstrained Optimization; L.C.W. Dixon. Parallel Nonlinear Optimization - Limitations, Challenges and Opportunities; R.B. Schnabel.
Series Title: NATO ASI series., Series C,, Mathematical and physical sciences ;, no. 434.
Responsibility: edited by Emilio Spedicato.

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