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Advances in Nonlinear Programming : Proceedings of the 96 International Conference on Nonlinear Programming / edited by Ya-xiang Yuan
(Applied Optimization ; 14)

データ種別 電子ブック
出版者 Boston, MA : Springer US
出版年 1998
本文言語 英語
大きさ XIV, 353 p : online resource

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EB0073244

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内容注記 I Key Note Lecture
1 The use of band matrices for second derivative approximations in trust region algorithms
II Invited Lectures
2 A Primal-Dual Interior Method for Nonconvex Nonlinear Programming
3 Structure and Efficient Hessian Calculation
4 Piecewise line-search techniques for constrained minimization by quasi-Newton algorithms
5 Newton-Type Methods for Variational Inequalities
6 Computer Solution of Linear Programs: Non-Simplex Algorithms
7 Combining Trust Region and Line Search Techniques
8 SQ2P, Sequential Quadratic Constrained Quadratic Programming
9 An example of non-convergence of trust region algorithms
III Contributed Papers
10 Combining Trust Region and Affine Scaling for Linearly Constrained Nonconvex Minimization
11 Some Properties of A New Conjugate Gradient Method
12 Using Huber Method to solve nonlinear L1-norm Problem
13 Robust Methods for an Inverse Heat Conduction Problem
14 Superlinear Convergence of a Symmetric Primal-dual Path Following Algorithm for SDP
15 Nonlinear Programming on Networks with Discrete-Continuous Variables
16 Algorithms guaranteeing iterative points within nonnegative orthant in complementarity problems
17 Globally Convergent Interior Path Following Methods for Nonlinear Programming and Brouwer Fixed Point Problems
18 A further study on a penalty function of Bertsekas
一般注記 About 60 scientists and students attended the 96' International Conference on Nonlinear Programming, which was held September 2-5 at Institute of Compu­ tational Mathematics and Scientific/Engineering Computing (ICMSEC), Chi­ nese Academy of Sciences, Beijing, China. 25 participants were from outside China and 35 from China. The conference was to celebrate the 60's birthday of Professor M.J.D. Powell (Fellow of Royal Society, University of Cambridge) for his many contributions to nonlinear optimization. On behalf of the Chinese Academy of Sciences, vice president Professor Zhi­ hong Xu attended the opening ceremony of the conference to express his warm welcome to all the participants. After the opening ceremony, Professor M.J.D. Powell gave the keynote lecture "The use of band matrices for second derivative approximations in trust region methods". 13 other invited lectures on recent advances of nonlinear programming were given during the four day meeting: "Primal-dual methods for nonconvex optimization" by M. H. Wright (SIAM President, Bell Labs), "Interior point trajectories in semidefinite programming" by D. Goldfarb (Columbia University, Editor-in-Chief for Series A of Mathe­ matical Programming), "An approach to derivative free optimization" by A
著者標目 Yuan, Ya-xiang editor
SpringerLink (Online service)
件 名 LCSH:Mathematics
LCSH:Computer mathematics
LCSH:Algorithms
LCSH:Mathematical models
LCSH:Mathematical optimization
LCSH:Calculus of variations
FREE:Mathematics
FREE:Optimization
FREE:Computational Mathematics and Numerical Analysis
FREE:Mathematical Modeling and Industrial Mathematics
FREE:Algorithms
FREE:Calculus of Variations and Optimal Control; Optimization
分 類 DC23:519.6
巻冊次 ISBN:9781461333357 REFWLINK
ISBN 9781461333357
URL http://dx.doi.org/10.1007/978-1-4613-3335-7
目次/あらすじ

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