Large Scale Optimization State of the Art

On February 15-17, 1993, a conference on Large Scale Optimization, hosted by the Center for Applied Optimization, was held at the University of Florida. The con­ ference was supported by the National Science Foundation, the U. S. Army Research Office, and the University of Florida, with endorsements...

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Bibliographic Details
Other Authors: Hager, William W. (Editor), Hearn, D.W. (Editor), Pardalos, Panos M. (Editor)
Format: eBook
Language:English
Published: New York, NY Springer US 1994, 1994
Edition:1st ed. 1994
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • Restarting Strategies for the DQA Algorithm
  • Mathematical Equivalence of the Auction Algorithm for Assignment and the ?-Relaxation (Preflow-Push) Method for Min Cost Flow
  • Preliminary Computational Experience with Modified Log-Barrier Functions for Large-Scale Nonlinear Programming
  • A New Stochastic/Perturbation Method for Large-Scale Global Optimization and its Application to Water Cluster Problems
  • Improving the Decomposition of Partially Separable Functions in the Context of Large-Scale Optimization: a First Approach
  • Gradient-Related Constrained Minimization Algorithms in Function Spaces: Convergence Properties and Computational Implications
  • Some Reformulations and Applications of the Alternating Direction Method of Multipliers
  • Experience with a Primal Presolve Algorithm
  • A Trust Region Method for Constrained Nonsmooth Equations
  • On the Complexity of a Column Generation Algorithm for Convex or Quasiconvex Feasibility Problems
  • Identification of the Support of Nonsmoothness
  • On Very Large Scale Assignment Problems
  • Numerical Solution of Parabolic State Constrained Control Problems using SQP- and Interior-Point-Methods
  • A Global Optimization Method For Weber’s Problem With Attraction and Repulsion
  • Large-Scale Diversity Minimization via Parallel Genetic Algorithms
  • A Numerical Comparison of Barrier and Modified Barrier Methods for Large-Scale Bound-Constrained Optimization
  • A Numerical Study of Some Data Association Problems Arising in Multitarget Tracking
  • Identifying the Optimal Face of a Network Linear Program with a Globally Convergent Interior Point Method
  • Solution of Large Scale Stochastic Programs with Stochastic Decomposition Algorithms
  • A Simple, Quadratically Convergent Interior Point Algorithm for Linear Programming and ConvexQuadratic Programming
  • On Two Algorithms for Nonconvex Nonsmooth Optimization Problems in Structural Mechanics