Computational Challenges in Structural Optimization
Modified Barrier Multigrid Methods for Topology Optimization
Truss topology design and sizing optimization with kinematic stability
Accelerated majorization based optimization for large-scale signal processing: Some new theoretical concepts and applications
Parallel best-response algorithms for nonsmooth nonconvex optimization with applications in matrix factorization and network anomaly detection
Vector Transport-Free SVRG with General Retraction for Riemannian Optimization: Complexity Analysis and Practical Implementation
A two-level distributed algorithm for constrained nonconvex programs with global convergence
Large-Scale Clustering by Distributed Orthogonally Constrained NMF Model
Recovery of a mixture of Gaussians by sum-of-norms clustering
A sparse semismooth Newton based proximal majorization-minimization algorithm for nonconvex square-root-loss regression problems
A semismooth Newton based augmented Lagrangian method for solving the support vector machine problems
A Semismooth Newton Method for Support Vector Classification and Regression
A variational inequality approach to model green transport network
Common zero of lower semicontinuous function and monotone operator
Existence results for equilibrium problems and mixed variational inequalities
Sensitivity of rate-independent evolutions
A Newton-type method for the solution of complementarity problems
Numerical Solution Strategies for the Elastoplasticity Problem with Finite Deformations
Combining symmetry reduction and facial reduction for semidefinite programming
Lower Bounds for the Bandwidth Problem
A new look at symmetry reduction of semidefinite relaxations of the quadratic assignment problem
An analysis of multistationarity in n-site phosphorylation cycle using circuit polynomials
Matrices of bounded factor width and sums of $k$-nomial squares
Symmetry and Nonnegativity
A splitting method for three operators involving Lipschitzian operators
Parallel random block-coordinate forward-backward algorithm: A complete convergence analysis
A general Bregman-based splitting scheme for monotone inclusions
Gradient Methods with Regularization for Optimization Problems in Hilbert spaces
An Introduction to Fractional Dimensional Optimization Problem
Discrete choice prox-functions on the simplex
COMO-CMA-ES: a linearly convergent derivative free multi-objective solver
MADMS: Mesh adaptive direct multisearch for blackbox constrained multiobjective optimization
On the use of quadratic polynomial models in multiobjective directional direct search
Nonlinear scalarizations in set optimization problems
Relationships between Clarke-Ye type penalization and vectorial penalization in multi-objective optimization
Convex Multiobjective Optimization by the Reference Point Method
Riemannian optimization for some problems in probability and statistics
Riemannian optimization for computing canonical polyadic decompositions
Complexity of optimization on manifolds, and cubic regularization
The complexity of finding stationary points of nonconvex functions
Recent results in worst-case evaluation complexity for smooth and non-smooth, exact and inexact, nonconvex optimization
A Newton-like method with mixed factorizations and cubic regularization and its usage in an Augmented Lagrangian framework
Automatic Differentiation Software for Large-scale Nonlinear Optimization Problems
structure detection in generic quadratic programming
Relative Minimization Profiles: A Different Perspective for Benchmarking Optimization and Other Numerical Software
A Subsampling Line-Search Method with Second-Order Results
Stochastic Three Points Method for Unconstrained Smooth Minimization
Remarks on a Greedy Randomized Kaczmarz Algorithm
Minimization of nonsmooth nonconvex functions using inexact evaluations and its worst-case complexity
Preconditioning of the L-BFGS-B algorithm for aerodynamic shape design
Multilevel optimization methods for the training of artificial neural networks
Accelerated generalized conditional gradient methods
Optimal control of elliptic variational inequalities using bundle methods in Hilbert space
Variational discretization for an optimal control problem governed by the wave equation with time depending BV controls
Infimum gap phenomena, set separation, and abnormality.
Optimality conditions for systems with piecewise constant dynamics
Some regularity results for minimizers in dynamic optimization
External optimal control of fractional parabolic PDEs
A Bundle Trust-Region Method for Constrained Nonsmooth Problems applied to a Shape Optimization for Frictional Contact Problems
Parametric Scenario Optimization under Limited Data: A Distributionally Robust Optimization View
Statistical calibration for robust optimization
Extreme Event Estimation via Distributionally Robust Optimization
Data Driven Approach for Full Cut Promotion in E-commerce
Data-Driven Distributionally Robust Appointment Scheduling
Disaster Relief Resource Preposition and Redeployment Facing the Adversarial Nature
Model Consistency for Learning with low-complexity priors
Are we there yet? Manifold identification of gradient-related proximal methods
Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise
Two-stage stochastic variational inequalities and non-cooperative games
A Facet Pivoting Algorithm for Solving Linear Programming with Box Constraints
Worst-case CVaR portfolio rebalancing with cardinality and diversification constraints