Optimization Online


All Areas Submissions - April 2009

Convex and Nonsmooth Optimization
A Redistributed Proximal Bundle Method for Nonconvex Optimization
W Hare, C Sagastizabal

Nonlinear Optimization
TRESNEI, a Matlab trust-region solver for systems of nonlinear equalities and inequalities
Benedetta Morini, Margherita Porcelli

Nonlinear Optimization
A Derivative-Free Algorithm for the Least-square minimization
Hongchao Zhang, Andrew Conn, Katya Scheinberg

Applications — OR and Management Sciences
Optimal placement of communications relay nodes
Oleg Burdakov, Patrick Doherty, Kaj Holmberg, Per-Magnus Olsson

Convex and Nonsmooth Optimization
A Linearly Convergent Linear-Time First-Order Algorithm for Support Vector Classification with a Core Set Result
Piyush Kumar, E. Alper Yildirim

Nonlinear Optimization
Switching stepsize strategies for PDIP
George Tzallas-Regas, Berc Rustem

Complementarity and Variational Inequalities
A continuation method for nonlinear complementarity problems over symmetric cone
Chek Beng Chua, Peng Yi

Convex and Nonsmooth Optimization
A Modified Frank-Wolfe Algorithm for Computing Minimum-Area Enclosing Ellipsoidal Cylinders: Theory and Algorithms
S. Damla Ahipasaoglu, Michael J. Todd

Complementarity and Variational Inequalities
Homogeneous Cone Complementarity Problems and $P$ Properties
Lingchen Kong, Levent Tuncel, Naihua Xiu

Applications — OR and Management Sciences
Option - Asset alloction - Transaction costs
Nader Trabelsi

Robust Optimization
Distributionally Robust Optimization and its Tractable Approximations
Joel Goh, Melvyn Sim

Applications — Science and Engineering
An Improved Algorithm for the Solution of the Entire Regulation Path of Support Vector Machine
C.J. Ong, Shiyun Shao, Jianbo Yang

Applications — Science and Engineering
Compressed Sensing with Quantized Measurements
Argyrios Zymnis, Stephen Boyd, Emmanuel Candes

Convex and Nonsmooth Optimization
NESTA: A Fast and Accurate First-order Method for Sparse Recovery
Stephen Becker, Jerome Bobin, Emmanuel Candes

Stochastic Programming
Convergence Rate of Stochastic Gradient Search in the Case of Multiple and Non-Isolated Minima
Vladislav B. Tadic

Linear, Cone and Semidefinite Programming
Row by row methods for semidefinite programming
Zaiwen Wen, Donald Goldfarb, Shiqian Ma, Katya Scheinberg

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