Nonlinear Optimization Submissions  2013
January 2013
A Framework of Constraint Preserving Update Schemes for Optimization on Stiefel Manifold
Bo Jiang, YuHong Dai
ApproximateKKT stopping criterion when Lagrange multipliers are not available
Gabriel Haeser, Vinícius V. de Melo
February 2013
Constrained Nonlinear Optimization
Abstract Newtonian Frameworks and Their Applications
A.F. Izmailov, A.S. Kurennoy
Constrained Nonlinear Optimization
Attraction of Newton method to critical Lagrange multipliers: fully quadratic case
A.F. Izmailov, E.I. Uskov
Nonlinear Systems and LeastSquares
Strong local convergence properties of adaptive regularized methods for nonlinear leastsquares
Stefania Bellavia, Benedetta Morini
Quadratic Programming
On the connection between the conjugate gradient method and quasiNewton methods on quadratic problems
Anders Forsgren, Tove Odland
Constrained Nonlinear Optimization
An interior point method with a primaldual quadratic barrier penalty function for nonlinear semidefinite programming
Atsushi Kato, Hiroshi Yabe, Hiroshi Yamashita
A class of derivativefree nonmonotone optimization algorithms employing coordinate rotations and gradient approximations
Francesco Rinaldi, Luigi Grippo
A generalization of the LownerJohn's ellipsoid theorem
Jean B Lasserre
March 2013
Constrained Nonlinear Optimization
TracePenalty Minimization for Largescale Eigenspace Computation
Zaiwen Wen, Chao Yang, Xin Liu, Yin Zhang
Unconstrained Optimization
Worstcase evaluation complexity of nonmonotone gradientrelated algorithms for unconstrained optimization
Coralia Cartis, Phillipe Sampaio, Philippe L. Toint
April 2013
Constrained Nonlinear Optimization
On the evaluation complexity of constrained nonlinear leastsquares and general constrained nonlinear optimization using secondorder methods
Coralia Cartis, Nicholas I.M. Gould, Philippe L. Toint
Properly optimal elements in vector optimization with variable ordering structures
Gabriele Eichfelder, Refail Kasimbeyli
Convergence of trustregion methods based on probabilistic models
A. S. Bandeira, K. Scheinberg, L. N. Vicente
Globally convergent DC trustregion methods
Le Thi Hoai An, Huynh Van Ngai, Pham Dinh Tao, A. I. F. Vaz, L. N. Vicente
May 2013
Constrained Nonlinear Optimization
An Inexact Sequential Quadratic Optimization Algorithm for LargeScale Nonlinear Optimization
Frank E Curtis, Travis C Johnson, Daniel P Robinson, Andreas Waechter
Constrained Nonlinear Optimization
Incremental Accelerated Gradient Methods for SVM Classification: Study of the Constrained Approach
Nicolas Couellan, Sophie Jan
Unconstrained Optimization
An example of slow convergence for Newton's method on a function with globally Lipschitz continuous Hessian
Coralia Cartis, Nicholas I.M. Gould, Philippe L. Toint
Constrained Nonlinear Optimization
A filter method with unified step computation for nonlinear optimization
Nicholas I. M. Gould, Yueling Loh, Daniel P. Robinson
Constrained Nonlinear Optimization
A Linesearchbased Derivativefree Approach for Nonsmooth Optimization
Giovanni Fasano, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
A matrixfree approach to build band preconditioners for largescale boundconstrained optimization
Valentina De Simone, Daniela di Serafino
Dual equilibrium problems: how a succession of aspiration points converges to an equilibrium
Felipe Garcia Moreno, Paulo Roberto Oliveira, Antoine Soubeyran
Systems governed by Differential Equations Optimization
Secondorder necessary conditions in Pontryagin form for optimal control problems
J. Frederic Bonnans, Xavier Dupuis, Laurent Pfeiffer
Systems governed by Differential Equations Optimization
Secondorder sufficient conditions for strong solutions to optimal control problems
J. Frederic Bonnans, Xavier Dupuis, Laurent Pfeiffer
Unconstrained Optimization
An inexact and nonmonotone proximal method for smooth unconstrained minimization
S. A. Santos, R. C. M. Silva
Efficient tridiagonal preconditioner for the matrixfree truncated Newton method
Ladislav Luksan, Jan Vlcek
June 2013
Other
A Riemannian symmetric rankone trustregion method
Wen Huang, P.A. Absil, K. A. Gallivan
A variable fixing version of the twoblock nonlinear constrained GaussSeidel algorithm for $\ell_1$regularized leastsquares
Francesco Rinaldi, Margherita Porcelli
Regularizing Bilevel Nonlinear Programs by Lifting
Kathrin Hatz, Sven Leyffer, Johannes P. Schloeder, Hans Georg Bock
Nonlinear Systems and LeastSquares
Family Constraining of Iterative Algorithms
Yair Censor, Ioana Pantelimon, Constantin Popa
July 2013
Constrained Nonlinear Optimization
Theoretical aspects of adopting exact penalty elements within sequential methods for nonlinear programming
Ademir A. Ribeiro, Mael Sachine, Sandra A. Santos
Quadratic Programming
A dual Newton strategy for the efficient solution of sparse quadratic programs arising in SQPbased nonlinear MPC
Janick Frasch, Milan Vukov, Hans Joachim Ferreau, Moritz Diehl
Unconstrained Optimization
Stochastic Derivativefree Optimization using a Trust Region Framework
Jeffrey Larson, Stephen C. Billups
August 2013
Unconstrained Optimization
Algebraic rules for quadratic regularization of Newton's method
Elizabeth W. Karas, Sandra A. Santos, Benar F. Svaiter
Systems governed by Differential Equations Optimization
Optimization of running strategies based on anaerobic energy and variations of velocity
Amandine Aftalion, J. Frédéric Bonnans
Convergence Analysis of DC Algorithm for DC programming with subanalytic data
Hoai An Le Thi, Ngai Huynh Van, Tao Pham Dinh
Constrained Nonlinear Optimization
Projected subgradient minimization versus superiorization
Yair Censor, Ran Davidi, Gabor T. Herman, Reinhard W. Schulte, Luba Tetruashvili
Constrained Nonlinear Optimization
LOCAL CONVERGENCE OF THE METHOD OF MULTIPLIERS FOR VARIATIONAL AND OPTIMIZATION PROBLEMS UNDER THE SOLE NONCRITICALITY ASSUMPTION
A.F. Izmailov, A.S. Kurennoy, M.V. Solodov
A Sequential Quadratic Optimization Algorithm with Rapid Infeasibility Detection
James Burke, Frank Curtis, Hao Wang
Some Remarks for a Decomposition of LinearQuadratic Optimal Control Problems for TwoSteps Systems
Shahlar Meherrem
Constrained Nonlinear Optimization
Minibatch Stochastic Approximation Methods for Constrained Nonconvex Stochastic Programming
Saeed Ghadimi, Guanghui Lan, Hongchao Zhang
Constrained Nonlinear Optimization
A Flexible Inexact Restoration Method and Application to Optimization with Multiobjective Constraints under WeightedSum Scalarization
L. F. Bueno, G. Haeser, J. M. Martínez
September 2013
Constrained Nonlinear Optimization
StringAveraging Projected Subgradient Methods for Constrained Minimization
Yair Censor, Alexander J. Zaslavski
Constrained Nonlinear Optimization
The Euclidean distance degree of an algebraic variety
Jan Draisma, Emil Horobet, Giorgio Ottaviani, Bernd Sturmfels, Rekha R. Thomas
Boundconstrained Optimization
On the Incomplete Oblique Projections Method for Solving Box Constrained Least Squares Problems
H Scolnik, N. Echebest, MT Guardarucci
On the use of iterative methods in cubic regularization for unconstrained optimization
Tommaso Bianconcini, Giampaolo Liuzzi, Benedetta Morini, Marco Sciandrone
A new and improved quantitative recovery analysis for iterative hard thresholding algorithms in compressed sensing
Coralia Cartis, Andrew Thompson
Constrained Nonlinear Optimization
Complementarity Formulations of l0 norm Optimization Problems
Mingbin Feng, John E Mitchell, JongShi Pang, Xin Shen, Andreas Wächter
October 2013
Constrained Nonlinear Optimization
Constant rank constraint qualifications: a geometric introduction
Roberto Andreani, Paulo J. S. Silva
Unconstrained Optimization
The divergence of the BFGS and the Gauss Newton Methods
Walter F. Mascarenhas
Quadratic Programming
An ActiveSet Quadratic Programming Method Based On Sequential HotStarts
Travis C Johnson, Christian Kirches, Andreas Wächter
Unconstrained Optimization
QuasiNewton updates with weighted secant equations
Serge Gratton, Vincent Malmedy, Philippe L. Toint
Quadratic Programming
A feasible active set method for convex problems with simple bounds
Philipp Hungerländer, Franz Rendl
An efficient gradient method using the Yuan steplength
Roberta De Asmundis, Daniela di Serafino, Gerardo Toraldo
A Regularized SQP Method with Convergence to SecondOrder Optimal Points
Philip E. Gill, Vyacheslav Kungurtsev, Daniel P. Robinson
Other
Finding Diverse Solutions of High Quality to Binary Integer Programs
Andrew C. Trapp, Renata A. Konrad
November 2013
An alternative proof of a PTAS for fixeddegree polynomial optimization over the simplex
Etienne de Klerk, Monique Laurent, Zhao Sun
An efficient gradient method using the Yuan steplength
Roberta De Asmundis, Daniela di Serafino, Gerardo Toraldo
Quadratic Programming
A Parallel Quadratic Programming Method for Dynamic Optimization Problems
Janick Frasch, Sebastian Sager, Moritz Diehl
A DerivativeFree Algorithm for Constrained Global Optimization based on Exact Penalty Functions
G. Di Pillo, S. Lucidi, F. Rinaldi
Derivativefree Robust Optimization for Circuit Design
A. Ciccazzo, V. Latorre, G. Liuzzi, S. Lucidi, F. Rinaldi
Constrained Nonlinear Optimization
A fast fixed point algorithm for a class of nonlinear programming problems
Ashok Belegundu
Quadratic Programming
Narrowing the difficulty gap for the CelisDennisTapia problem
Immanuel M. Bomze, Michael L. Overton
Quadratic Programming
Copositive relaxation beats Lagrangian dual bounds in quadratically and linearly constrained QPs
Immanuel M. Bomze
Unconstrained Optimization
On Efficiently Combining Limited Memory and TrustRegion Techniques
Oleg Burdakov, Lujin Gong, Yaxiang Yuan, Spartak Zikrin
Quadratic Programming
Updating constraint preconditioners for KKT systems in quadratic programming via lowrank corrections
Stefania Bellavia, Valentina De Simone, Daniela di Serafino, Benedetta Morini
December 2013
Quadratic Programming
A Revisit to Quadratic Programming with One Inequality Quadratic Constraint via Matrix Pencil
Hsia Yong, Lin GangXuan, Sheu RueyLin
Penalty Methods with Stochastic Approximation for Stochastic Nonlinear Programming
Xiao Wang, Shiqian Ma, Yaxiang Yuan
Preconditioning issues in the numerical solution of nonlinear equations and nonlinear least squares
Stefania Bellavia, Margherita Porcelli
An InteriorPoint TrustFunnel Algorithm for Nonlinear Optimization
Frank E. Curtis, Nicholas I. M. Gould, Daniel P. Robinson, Philippe L. Toint
MatrixFree Solvers for Exact Penalty Subproblems
James V. Burke, Frank E. Curtis, Hao Wang, Jiashan Wang
