Trust-region methods

Overview of continuous optimization advances and applications to circuit tuning

Proceedings of the 2001 international symposium on Physical design

Large-Scale Active-Set Box-Constrained Optimization Method with Spectral Projected Gradients

Computational Optimization and Applications

On Affine Invariant Clustering and Automatic Cast Listing in Movies

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III

A trust-region algorithm for equality-constrained optimization via a reduced dimension approach

Journal of Computational and Applied Mathematics - Proceedings of the international conference on recent advances in computational mathematics

Feasible Interior Methods Using Slacks for Nonlinear Optimization

Computational Optimization and Applications

On structure-exploiting trust-region regularized nonlinear least squares algorithms for neural-network learning

Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03

GALAHAD, a library of thread-safe Fortran 90 packages for large-scale nonlinear optimization

ACM Transactions on Mathematical Software (TOMS)

A trust-region-approach for solving a parameter estimation problem from the biotechnology area

Applied Numerical Mathematics - Special issue on applied and computational mathematics: Selected papers of the fourth PanAmerican workshop

Real-Time Tracking Using Trust-Region Methods

IEEE Transactions on Pattern Analysis and Machine Intelligence

A Trust Region SQP Algorithm for Equality Constrained Parameter Estimation with Simple Parameter Bounds

Computational Optimization and Applications

Combining trust region and linesearch algorithm for equality constrained optimization

Journal of Applied Mathematics and Computing

Recent advances in simulation optimization: response surface methodology revisited

Proceedings of the 34th conference on Winter simulation: exploring new frontiers

Convergence Properties of Dikin"s Affine Scaling Algorithm for Nonconvex Quadratic Minimization

Journal of Global Optimization

An interior-point method for solving box-constrained underdetermined nonlinear systems

Journal of Computational and Applied Mathematics

A Trust-Region Method for Nonlinear Bilevel Programming: Algorithm and Computational Experience

Computational Optimization and Applications

A matrix-splitting method for symmetric affine second-order cone complementarity problems

Journal of Computational and Applied Mathematics

Mesh refinement and numerical sensitivity analysis for parameter calibration of partial differential equations

Journal of Computational Physics

CONDOR, a new parallel, constrained extension of Powell's UOBYQA algorithm: experimental results and comparison with the DFO algorithm

Journal of Computational and Applied Mathematics

Parameter identification for chemical models in combustion problems

Applied Numerical Mathematics - Selected papers from the 16th Chemnitz finite element symposium 2003

Optimal pulse control of dynamic systems in the shock phase

Automation and Remote Control

Dynamic Nonlinear Modelization of Operational Supply Chain Systems

Journal of Global Optimization

Classification using a sparse combination of basis functions

Acta Cybernetica

A Trust-Region Algorithm for Global Optimization

Computational Optimization and Applications

Newton-KKT interior-point methods for indefinite quadratic programming

Computational Optimization and Applications

FILTRANE, a Fortran 95 filter-trust-region package for solving nonlinear least-squares and nonlinear feasibility problems

ACM Transactions on Mathematical Software (TOMS)

Event-driven simulation scheme for spiking neural networks using lookup tables to characterize neuronal dynamics

Neural Computation

An ODE traffic network model

Journal of Computational and Applied Mathematics

Algorithm 869: ODRPACK95: A weighted orthogonal distance regression code with bound constraints

ACM Transactions on Mathematical Software (TOMS)

An interior-point affine-scaling trust-region method for semismooth equations with box constraints

Computational Optimization and Applications

An alternative approach for non-linear optimal control problems based on the method of moments

Computational Optimization and Applications

Iterative computation of negative curvature directions in large scale optimization

Computational Optimization and Applications

Globalization strategies for Newton-Krylov methods for stabilized FEM discretization of Navier-Stokes equations

Journal of Computational Physics

A Mathematical Programming Formulation for the Budding Yeast Cell Cycle

Simulation

Algorithm 873: LSTRS: MATLAB software for large-scale trust-region subproblems and regularization

ACM Transactions on Mathematical Software (TOMS)

A new trust region method for unconstrained optimization

Journal of Computational and Applied Mathematics

Stochastic trust region gradient-free method (strong): a new response-surface-based algorithm in simulation optimization

Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come

Incorporating nonmonotone strategies into the trust region method for unconstrained optimization

Computers & Mathematics with Applications

A modified trust region method with Beale's PCG technique for optimization

Computational Optimization and Applications

Optimal control of the cylinder wake in the laminar regime by trust-region methods and POD reduced-order models

Journal of Computational Physics

Optimal control in radiative transfer

Optimization Methods & Software

Projected filter trust region methods for a semismooth least squares formulation of mixed complementarity problems

Optimization Methods & Software

Trust-region interior-point method for large sparse l1 optimization

Optimization Methods & Software

A filter-trust-region method for simple-bound constrained optimization

Optimization Methods & Software

Convergence analysis of the Levenberg-Marquardt method

Optimization Methods & Software

Affine conjugate adaptive Newton methods for nonlinear elastomechanics

Optimization Methods & Software

Modified Gauss-Newton scheme with worst case guarantees for global performance

Optimization Methods & Software

Solving bound constrained optimization via a new nonmonotone spectral projected gradient method

Applied Numerical Mathematics

Convergence of memory gradient methods

International Journal of Computer Mathematics

Improving ultimate convergence of an augmented Lagrangian method

Optimization Methods & Software - Dedicated to Professor Michael J.D. Powell on the occasion of his 70th birthday

An interior-point trust-region polynomial algorithm for convex quadratic minimization subject to general convex constraints

Optimization Methods & Software - Dedicated to Professor Michael J.D. Powell on the occasion of his 70th birthday

Combining DCA (DC Algorithms) and interior point techniques for large-scale nonconvex quadratic programming

Optimization Methods & Software - Mathematical programming in data mining and machine learning

Computing non-negative tensor factorizations

Optimization Methods & Software - Mathematical programming in data mining and machine learning

Solving the quadratic trust-region subproblem in a low-memory BFGS framework

Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART I

Implementation of a robust SQP algorithm

Optimization Methods & Software

A new trust region method with adaptive radius

Computational Optimization and Applications

Capacity optimization in feedforward Brownian networks

ACM SIGMETRICS Performance Evaluation Review

Numerical research on the sensitivity of nonmonotone trust region algorithms to their parameters

Computers & Mathematics with Applications

SBA: A software package for generic sparse bundle adjustment

ACM Transactions on Mathematical Software (TOMS)

A conic trust-region method and its convergence properties

Computers & Mathematics with Applications

An out-of-core sparse Cholesky solver

ACM Transactions on Mathematical Software (TOMS)

A multilevel algorithm for solving the trust-region subproblem

Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART II

Trust-region quadratic methods for nonlinear systems of mixed equalities and inequalities

Applied Numerical Mathematics

A penalty-function-free line search SQP method for nonlinear programming

Journal of Computational and Applied Mathematics

Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold

ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation

A class of collinear scaling algorithms for bound-constrained optimization: Derivation and computational results

Journal of Computational and Applied Mathematics

The convergence of subspace trust region methods

Journal of Computational and Applied Mathematics

Parameter identification for chemical models in combustion problems

Applied Numerical Mathematics - Selected papers from the 16th Chemnitz finite element symposium 2003

Cognitive radio game for secondary spectrum access problem

IEEE Transactions on Wireless Communications

A reduced Newton method for constrained linear least-squares problems

Journal of Computational and Applied Mathematics

Quantitative comparison of two cardiac electrophysiology models using personalisation to optical and MR data

ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro

A relaxed approach to combinatorial problems in robustness and diagnostics

Statistics and Computing

An interior-point method for solving box-constrained underdetermined nonlinear systems

Journal of Computational and Applied Mathematics

CONDOR, a new parallel, constrained extension of Powell's UOBYQA algorithm: Experimental results and comparison with the DFO algorithm

Journal of Computational and Applied Mathematics

A matrix-splitting method for symmetric affine second-order cone complementarity problems

Journal of Computational and Applied Mathematics

A truncated-CG style method for symmetric generalized eigenvalue problems

Journal of Computational and Applied Mathematics

Generalizing Inverse Compositional and ESM Image Alignment

International Journal of Computer Vision

A framework for planning comfortable and customizable motion of an assistive mobile robot

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems

A Heuristic for Nonlinear Global Optimization

INFORMS Journal on Computing

A new derivative-free algorithm for the medical image registration problem

International Journal of Modelling and Simulation

Second-order negative-curvature methods for box-constrained and general constrained optimization

Computational Optimization and Applications

Inverse bifurcation analysis of a model for the mammalian G1/S regulatory module

BIRD'07 Proceedings of the 1st international conference on Bioinformatics research and development

Self-calibration with partially known rotations

Proceedings of the 29th DAGM conference on Pattern recognition

Nonlinear network optimization: an embedding vector space approach

IEEE Transactions on Evolutionary Computation

A Nonmonotone trust region method with adaptive radius for unconstrained optimization problems

Computers & Mathematics with Applications

Clustering ellipses for anomaly detection

Pattern Recognition

On the difficulty of inferring gene regulatory networks: a study of the fitness landscape generated by relative squared error

EA'09 Proceedings of the 9th international conference on Artificial evolution

Estimating Nonparametric Random Utility Models with an Application to the Value of Time in Heterogeneous Populations

Transportation Science

Estimation of reaction, diffusion and restitution parameters for a 3D myocardial model using optical mapping and MRI

STACOM'10/CESC'10 Proceedings of the First international conference on Statistical atlases and computational models of the heart, and international conference on Cardiac electrophysiological simulation challenge

Buffer optimization in network-on-chip through flow regulation

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

A filter method to solve nonlinear bilevel programming problems

ICICA'10 Proceedings of the First international conference on Information computing and applications

Combining nonmonotone conic trust region and line search techniques for unconstrained optimization

Journal of Computational and Applied Mathematics

An improved trust region algorithm for nonlinear equations

Computational Optimization and Applications

Convergence of a Regularized Euclidean Residual Algorithm for Nonlinear Least-Squares

SIAM Journal on Numerical Analysis

A Subspace Minimization Method for the Trust-Region Step

SIAM Journal on Optimization

Computing Points that Satisfy Second Order Necessary Optimality Conditions for Unconstrained Minimization

SIAM Journal on Optimization

A Second Derivative SQP Method: Global Convergence

SIAM Journal on Optimization

A Second Derivative SQP Method: Local Convergence and Practical Issues

SIAM Journal on Optimization

Numerical Methods for Electronic Structure Calculations of Materials

SIAM Review

Global Convergence of a New Hybrid Gauss-Newton Structured BFGS Method for Nonlinear Least Squares Problems

SIAM Journal on Optimization

A non-monotone line search multidimensional filter-SQP method for general nonlinear programming

Numerical Algorithms

A modified SLP algorithm and its global convergence

Journal of Computational and Applied Mathematics

Pareto front approximation with adaptive weighted sum method in multiobjective simulation optimization

Winter Simulation Conference

Global Convergence of a Nonmonotone Trust Region Algorithm with Memory for Unconstrained Optimization

Journal of Mathematical Modelling and Algorithms

Fast oriented bounding box optimization on the rotation group SO(3,ℝ)

ACM Transactions on Graphics (TOG)

On the Complexity of Steepest Descent, Newton's and Regularized Newton's Methods for Nonconvex Unconstrained Optimization Problems

SIAM Journal on Optimization

An Optimal Algorithm for Minimization of Quadratic Functions with Bounded Spectrum Subject to Separable Convex Inequality and Linear Equality Constraints

SIAM Journal on Optimization

Self-Correcting Geometry in Model-Based Algorithms for Derivative-Free Unconstrained Optimization

SIAM Journal on Optimization

A New Sequential Optimality Condition for Constrained Optimization and Algorithmic Consequences

SIAM Journal on Optimization

A Derivative-Free Algorithm for Least-Squares Minimization

SIAM Journal on Optimization

Accelerating the LSTRS Algorithm

SIAM Journal on Scientific Computing

Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme

SIAM Journal on Matrix Analysis and Applications

Adaptive Multilevel Inexact SQP Methods for PDE-Constrained Optimization

SIAM Journal on Optimization

Rank-Deficient Nonlinear Least Squares Problems and Subset Selection

SIAM Journal on Numerical Analysis

A Regularized Gauss-Newton Trust Region Approach to Imaging in Diffuse Optical Tomography

SIAM Journal on Scientific Computing

Evolutionary method for nonlinear systems of equations

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence

A primal-dual augmented Lagrangian

Computational Optimization and Applications

A secant method for nonlinear least-squares minimization

Computational Optimization and Applications

A computational intelligence algorithm for simulation-driven optimization problems

Advances in Engineering Software

Better correspondence by registration

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III

Fundamentals of dynamic decentralized optimization in autonomic computing systems

Self-star Properties in Complex Information Systems

A classifier-assisted framework for expensive optimization problems: a knowledge-mining approach

LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization

Augmented Lagrangian method with nonmonotone penalty parameters for constrained optimization

Computational Optimization and Applications

Parameter identification in financial market models with a feasible point SQP algorithm

Computational Optimization and Applications

On the local convergence of a derivative-free algorithm for least-squares minimization

Computational Optimization and Applications

A trust region algorithm with adaptive cubic regularization methods for nonsmooth convex minimization

Computational Optimization and Applications

An efficient nonmonotone trust-region method for unconstrained optimization

Numerical Algorithms

First-order sequential convex programming using approximate diagonal QP subproblems

Structural and Multidisciplinary Optimization

Response correction techniques for surrogate-based design optimization of microwave structures

International Journal of RF and Microwave Computer-Aided Engineering

Handling infeasibility in a large-scale nonlinear optimization algorithm

Numerical Algorithms

Throughput and energy-aware routing for 802.11 based mesh networks

Computer Communications

A filter trust-region algorithm for unconstrained optimization with strong global convergence properties

Computational Optimization and Applications

An $\ell_1$ Elastic Interior-Point Method for Mathematical Programs with Complementarity Constraints

SIAM Journal on Optimization

On the Oracle Complexity of First-Order and Derivative-Free Algorithms for Smooth Nonconvex Minimization

SIAM Journal on Optimization

On calibration of orthotropic elastic-plastic constitutive models for paper foils by biaxial tests and inverse analyses

Structural and Multidisciplinary Optimization

Constrained multifidelity optimization using model calibration

Structural and Multidisciplinary Optimization

On the Evaluation Complexity of Composite Function Minimization with Applications to Nonconvex Nonlinear Programming

SIAM Journal on Optimization

MORE: Mixed Optimization for Reverse Engineering—An Application to Modeling Biological Networks Response via Sparse Systems of Nonlinear Differential Equations

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Updating the regularization parameter in the adaptive cubic regularization algorithm

Computational Optimization and Applications

Value-at-Risk optimization using the difference of convex algorithm

OR Spectrum

Evaluating bound-constrained minimization software

Computational Optimization and Applications

Modeling and stability analysis of hybrid multiple access in the IEEE 802.15.4 protocol

ACM Transactions on Sensor Networks (TOSN)

A new modified nonmonotone adaptive trust region method for unconstrained optimization

Computational Optimization and Applications

Preconditioning and globalizing conjugate gradients in dual space for quadratically penalized nonlinear-least squares problems

Computational Optimization and Applications

Gradient trust region algorithm with limited memory BFGS update for nonsmooth convex minimization

Computational Optimization and Applications

Monotone and nonmonotone trust-region-based algorithms for large scale unconstrained optimization problems

Computational Optimization and Applications

On optimizing the sum of the Rayleigh quotient and the generalized Rayleigh quotient on the unit sphere

Computational Optimization and Applications

Combining metamodel techniques and Bayesian selection procedures to derive computationally efficient simulation-based optimization algorithms

Proceedings of the Winter Simulation Conference

Combining strong and screening designs for large-scale simulation optimization

Proceedings of the Winter Simulation Conference

A modified Frank-Wolfe algorithm for computing minimum-area enclosing ellipsoidal cylinders: Theory and algorithms

Computational Geometry: Theory and Applications

Parameter range reduction for ODE models using monotonic discretizations

Journal of Computational and Applied Mathematics

Stochastic Trust-Region Response-Surface Method STRONG---A New Response-Surface Framework for Simulation Optimization

INFORMS Journal on Computing

A trust region method for solving semidefinite programs

Computational Optimization and Applications

A branch and bound algorithm for the global optimization of Hessian Lipschitz continuous functions

Journal of Global Optimization

Parameter identification in climate models using surrogate-based optimization

Journal of Computational Methods in Sciences and Engineering - Special issue on Advances in Simulation-Driven Optimization and Modeling

Simulation-driven design using surrogate-based optimization and variable-resolution computational fluid dynamic models

Journal of Computational Methods in Sciences and Engineering - Special issue on Advances in Simulation-Driven Optimization and Modeling

A modified Polak-Ribière-Polyak conjugate gradient algorithm for nonsmooth convex programs

Journal of Computational and Applied Mathematics

A superlinearly convergent R-regularized Newton scheme for variational models with concave sparsity-promoting priors

Computational Optimization and Applications

Augmented Lagrangians with possible infeasibility and finite termination for global nonlinear programming

Journal of Global Optimization

Intrinsic and extrinsic active self-calibration of multi-camera systems

Machine Vision and Applications

Preconditioning Newton---Krylov methods in nonconvex large scale optimization

Computational Optimization and Applications

An alternating structured trust region algorithm for separable optimization problems with nonconvex constraints

Computational Optimization and Applications

A nonmonotone trust region method with new inexact line search for unconstrained optimization

Numerical Algorithms

A derivative-free algorithm for linearly constrained optimization problems

Computational Optimization and Applications

Stability for trust-region methods via generalized differentiation

Journal of Global Optimization