High Performance Algorithms and Software for Nonlinear Optimization / edited by Gianni Di Pillo, Almerico Murli
(Applied Optimization ; 82)
| データ種別 | 電子ブック |
|---|---|
| 出版情報 | Boston, MA : Springer US , 2003 |
| 本文言語 | 英語 |
| 大きさ | X, 416 p : online resource |
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| 内容注記 | 1. Quasi-Newton Algorithms for Large-Scale Nonlinear Least-Squares 2. The Extended Ritz Method in Stochastic Functional Optimizazion: An Example of Dynamic Routing in Traffic Networks 3. Efficient Serial and Parallel Implementation of the Cutting Angle Method 4. A Globalization Strategy for Interior Point Methods for Mixed Complementarity Problems 5. A Comparative Study of Large-Scale Nonlinear Optimization Algorithms 6. A Software System for PDE-Constrained Optimization Problems 7. A Truncated SQP Algorithm for Solving Nonconvex Equality Constrained Optimization Problems 8. Newton-Type Methods for the Approximate Solution of Nonlinear Programming Problems in Real-Time 9. Fruitful Uses of Smooth Exact Merit Functions in Constrained Optimization 10. New Perspective on the Theorems of Alternative 11. Planar-CG Methods and Matrix Tridiagonalization in Large Scale Unconstrained Optimization 12. Filter-type Algorithms for Solving Systems of Algebraic Equations and Inequalities 13. A New Algorithm for Solving Large Scale Molecular Distance Geometry Problems 14. PENNON A generalized Augmented Lagrangian Method for Semidefinite Programming 15. Understanding Asynchronous Parallel Pattern Search 16. Smoothing Techniques for the Solution of Finite and Semi-Infinite Min-Max-Min Problems 17. Exploiting Optimality Conditions in Accurate Static Circuit Tuning 18. Efficient Analysis on a Truncated Newton Method with Preconditioned Conjugate Gradient Technique for Optimization |
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| 一般注記 | This volume contains the edited texts of the lectures presented at the Workshop on High Performance Algorithms and Software for Nonlinear Optimization held in Erice, Sicily, at the "G. Stampacchia" School of Mathematics of the "E. Majorana" Centre for Scientific Culture, June 30 - July 8, 2001. In the first year of the new century, the aim of the Workshop was to assess the past and to discuss the future of Nonlinear Optimization, and to highlight recent achieve ments and promising research trends in this field. An emphasis was requested on algorithmic and high performance software developments and on new computational experiences, as well as on theoretical advances. We believe that such goal was basically achieved. The Workshop was attended by 71 people from 22 countries. Although not all topics were covered, the presentations gave indeed a wide overview of the field, from different and complementary stand points. Besides the lectures, several formal and informal discussions took place. We wish to express our appreciation for the active contribution of all the participants in the meeting. The 18 papers included in this volume represent a significant selection of the most recent developments in nonlinear programming theory and practice. They show that there is plenty of exciting ideas, implementation issues and new applications which produce a very fast evolution in the field |
| 著者標目 | Pillo, Gianni Di editor Murli, Almerico editor SpringerLink (Online service) |
| 件 名 | LCSH:Mathematics LCSH:Operations research LCSH:Decision making LCSH:Computers LCSH:Numerical analysis LCSH:Mathematical optimization LCSH:Management science FREE:Mathematics FREE:Optimization FREE:Numeric Computing FREE:Theory of Computation FREE:Operation Research/Decision Theory FREE:Operations Research, Management Science |
| 分 類 | DC23:519.6 |
| 巻冊次 | ISBN:9781461302414 
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| ISBN | 9781461302414 |
| URL | http://dx.doi.org/10.1007/978-1-4613-0241-4 |
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