Planning Energy Investment under Uncertainty
U.S. Energy Infrastructure Of The Future: Electricity Capacity Planning Through 2050
Cost-optimal design of decentralized energy networks with coupling of electricity, gas and heat networks including renewable energies
An asymptotically superlinear convergent semismooth Newton augmented Lagrangian method for LP
Learning Optimal Individualized Decision Rules with Risk Control
First and Second Order Nash Equilibria of Non-Convex Min-Max Games: Existence and Computation
An Efficient Linearly Convergent Regularized Proximal Point Algorithm for Fused Multiple Graphical Lasso Problems
A semi-proximal augmented Lagrangian based decomposition method for primal block angular convex composite quadratic conic programming problems
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters
Kippenhahn’s Theorem in higher dimensions
Spectrahedral relaxations of hyperbolicity cones
Methods and applications for signomial programming in engineering design
Solving Signomial Programs with SAGE Certificates and Partial Dualization
Log-Log Convexity
Optimal Algorithms for Stochastic Three-Composite Convex-Concave Saddle Point Problems
Going the extra (gradient) mile in saddle-point problems
Lower complexity bounds of first-order methods for bilinear saddle-point problems
Switching-constrained mathematical programs: Applications, optimality conditions, and a relaxation method
New verifiable sufficient conditions for metric subregularity of constraint systems with application to disjunctive programs and pseudo-normality
Ortho-disjunctive programs: constraint qualifications and stationarity conditions
Stochastic Subspace Descent
Solving Weakly-Convex-Weakly-Concave Saddle-Point Problems as Successive Strongly Monotone Variational Inequalities
The Boosted DC Algorithm for nonsmooth functions
A decoupled first/second-order steps technique and its application to nonconvex derivative-free optimization
Derivative-free optimization for structured problems
Multi-Variable Derivative-Free Optimization Based on Non-Commutative Maps
Deducing Kurdyka-Lojasiewicz exponent via inf-projection
Novel Reformulations and Efficient Algorithms for the Generalized Trust Region Subproblem
Metric subregularity of the subdifferentials with applications to well-posedness and linear convergence
Subdifferentials and SNC property of scalarization functionals with uniform level sets and applications
Sublinear-like scalarization scheme for sets and its applications
Barrier methods for optimization problems with convex constraint
An Average Curvature Accelerated Composite Gradient Method for Nonconvex Smooth Composite Optimization Problems
Inexact alternating direction multiplier methods for separable convex optimization
Identification-based first-order algorithms for distributed learning
Behavior of L-BFGS on Nonsmooth Problems in Theory and in Practice
Greedy Quasi-Newton Method with Explicit Superlinear Convergence
Limited-Memory BFGS with Displacement Aggregation
Completions for Special Classes of Matrices: Euclidean Distance, Low Rank, sparse, and Toeplitz
An Improved Penalty Algorithm for mixed integer and PDE constrained optimization problems
Regularization of binary quadratic programming problems
Learning to Steer Nonlinear Interior-Point Methods
Constraint Reduction in Infeasible-Start Interior-Point for Imbalanced Large Sparse Convex Quadratic Optimization
A new interior point approach for low-rank semidefinite programs
From concave programming to polytope projection with Julia
QPDAS: Dual Active Set Solver for Mixed Constraint Quadratic Programming
COSMO -- A conic operator splitting method for large convex conic problems
On the volume formulation for the shape Hessian
Computational investigations of shape optimization problems constrained by variational inequalities of the first kind
Shape and Topology Optimization subject to 3D Nonlinear Magnetostatics -- Part II: Numerics
Algorithmic differentation for shape derivatives with PDE constraints
New Regularity Results for a Class of Parabolic Optimal Control Problems with Pointwise State Constraints
Optimal control of a semilinear heat equation with bilinear control-state terms subject to state and control constraints
Numerical solutions for regular state-constrained optimal control problems via an indirect approach
Mean Field Games with local couplings: numerical approaches
Inverse problem of crack identification by shape optimal control
Data-Pooling in Stochastic Optimization
Toward a Genomic Liquid Biopsy
Decision Forests: A Nonparametric Model for Irrational Choice
Robust Parameter Design and Optimization for Injection Molding
The Distributionally Robust Chance Constrained Vehicle Routing Problem
Robust Bellman Updates in Log-Linear Time
Multipliers Correction Methods for Optimization Problems with Orthogonality Constraints
Stochastic Trust Region Methods with Trust Region Radius Depending on Probabilistic Models
Regularization and optimization methods for micro pore structure analysis of shale based on neural networks with deep learning
Adaptive primal-dual coordinate descent methods for nonsmooth composite minimization with linear operator
A Unifying Framework for Accelerated Randomized Optimization Methods
SGD: General Analysis and Improved Rates