Optimisation & control
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- First-Order Methods for Wasserstein Distributionally Robust Constrained Optimization
- A Regularized Newton-Type Method for Manifold--Affine Intersection Problems under Intrinsic Transversality
- Generalized Cancellation of Capacitor Parasitic Inductance Using a Lattice Network and Its Application to Common-Mode Noise Reduction
- Adversarial Water-Filling: Theory, Algorithms, and a Domain-Specific Wireless Foundation Model
- The distance-based formation controller design for multi-agent systems in port-Hamiltonian form
- Reputation-Based Byzantine-Resilient Vector Consensus without Prespecified Fault Bounds
- Global Minima of the Thomson Problem in a Disk: A Molecular Dynamics Approach with Fixed Border Charges
- Comparative Performance Analysis of Optimization Solvers for Linear Support Vector Machines: Impact of Preconditioning and Dimensionality An Empirical Study Using the Benchopt Framework
- Comparative Analysis of Large-Scale SVM Solvers: Convergence, Resource Consumption, and Energy Footprint
- Deep Reinforcement Learning-Aided Optimization of Multi-Interface Allocation for Short-Packet Communications
- Accelerated Stochastic Zeroth-Order Quasar-Convex Optimization
- Impact of Feature Scaling on the Convergence Speed of Linear SVM Solvers : An Empirical Benchmark
- Feasibility and Singularity in High-Order Safety-Critical Control for Quadrotor UAVs
- From Corridor Selection to Earthwork: A Multi-Stage Framework for Automated Road Design via Steiner Trees and Convex Optimization
- Computing the convex envelope of bivariate piecewise linear-quadratic functions in linear time
- NomadBBO: A direct-search framework for constrained mixed-variable blackbox optimization in Python
- Persistent mixed worldviews in the theory of chosen preferences
- Sparse Data Augmentation for Optimization with Provable Guarantees
- Isoperimetric problem for quasi-Finsler metrics and shapes of least aerodynamic resistance
- Statistical Inference for Scenario-Based Dynamic Optimization under Uncertainty
- Fredholm Backstepping with Heymann Pre-Feedback for Linearized Navier--Stokes 2D Channel
- Optimal Control and Closed-Loop Stability of Droplet Transport in a Microchannel
- Level-Set Geometry and the Theoretical Performance of PDHG for Conic Linear Optimization
- ElastiQP: An Always-Feasible QP Solver for Constrained Robot Control
- Learning Lyapunov Operators for Nonlinear Systems