Optimisation & control
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- Equivalence between N-particle log-Sobolev inequalities and non-linear Łojasiewicz inequalities for a class of mean field systems
- Continuous Learning of Gravity Field Irregularities Around Small Bodies via Neural Hamiltonian ODEs
- AdamX: Cosine similarity meets gradient descent
- Constrained Deep Inventory Management Using Forward-Backward SDEs
- Constant Steps Are s-Composable: An Exact Interpolation Certificate for Gradient Descent
- Sparsity Regularized and Robust Mean Variance Portfolio Selection Under Ellipsoidal Uncertainty
- Mixed-integer optimization for multi-year military aircraft fleet management
- Non-monotone direct-search methods for deterministic and stochastic derivative-free optimization
- Global Linear Convergence of the Proximal Bundle Method under Unknown Piecewise Smoothness and Quadratic Growth
- Efficient Algorithms for Energy-Aware Single-Machine Scheduling with Battery Storage
- Control Strategies for Multi-Species Wasserstein Gradient Flows
- Emergence of a convex strange term via homogenization of non-local energies at the critical exponent
- Fully Coupled Nonlinear Forward-Backward Stochastic Difference Equations: Spectral Contraction and Infinite-Horizon Maximum Principle
- Time-optimal elevator control with higher-order state constraints: analysis and computation of boundary contacts
- InFlow: entropic stochastic dual dynamic programming with HJB cross-certification for seasonal energy storage
- pqSEDMD: Subspace Methods for Extended Dynamic Mode Decomposition Identification
- Minimax-Optimal Early Stopping for Continuous-Time SGD via the Discrepancy Principle
- Sequential Extremal Principle: Refinements and Applications
- Optimal chemo-immunotherapy scheduling: A hybrid QPSO-SQP approach with Michaelis-Menten pharmacodynamics
- Convex Optimization with Nested Evolving Feasible Sets (CONES) under Time-Varying Loss Functions
- Optimal Control for Cancer Chemotherapy Using Hybrid Quantum Particle Swarm Optimization
- Single-Loop Gradient Algorithms for Pessimistic Bilevel Optimization Problems
- A sequential smoothing majorant stochastic approximation method for nonconvex nonconcave minimax problems
- Exact PID and PI Gain Regions for Uncertain Non-Affine MIMO Systems
- Minimal null control time of some 1D linear hyperbolic balance laws with constant coefficients and properties of related kernel equations