Latest Research in Systems and Control

31 research papers · 2026 median publication year

Top Research Topics in Systems and Control

Highest-Cited Papers

  1. Stochastic Zulfia Invexity in Mathematical Programming
  2. Feeling Terrain Before Crossing: World Models for Off-Road Navigation
  3. Dynamics-aware hierarchical decision–control with egocentric perception for robust navigation of underactuated uncrewed surface vehicles
  4. Statistical Inference for Scenario-Based Dynamic Optimization under Uncertainty
  5. Learning Safe Humanoid Navigation from Reduced Order Models
  6. Learning generalized Nash equilibria from pairwise preferences
  7. Surrogate-Assisted Genetic Programming with Phenotypic Characterisation in Dynamic Multi-Mode Project Scheduling
  8. Physics-Informed Machine Learning for Multi-Second Aircraft Stall Early Warning and Cross-Mechanism Generalization
  9. Formulating Multistage Cutting Stock Problems as QUBO
  10. Knowledge-guided reinforcement learning for robust vehicle platoon control under communication and actuator failures
  11. Transformer-enhanced reinforcement learning for magnetorheological semi-active suspension control under false data injection attacks
  12. Risk-Constrained Belief-Space Optimization for Safe Control under Latent Uncertainty
  13. A Novel Binary Hunger Games Search Algorithm with Data-Driven Repair for the Set Covering Problem
  14. A Globally Convergent Method for Computing B-stationary Points of Mathematical Programs with Equilibrium Constraints
  15. Constraint-Aware Discrete Black-Box Optimization Using Tensor Decomposition
  16. A numerical method to simulate the stochastic linear-quadratic optimal control problem with control constraints in higher dimensions
  17. Horizon-optimal allocation of finite thermodynamic support in redundantly supported constrained Markov networks
  18. Adaptive Localization for Underwater Nodes in Uncertain Environments: A Geometric Topology Perception-Enhanced Multi-Stage Reinforcement Learning Strategy
  19. Linear scalarization techniques for deriving optimality criteria of quasi-proper solutions in vector optimization with variable polyhedral orders
  20. A Frank-Wolfe-based primal heuristic for quadratic mixed-integer optimization
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L3 Region - - 2026 Sep Q3

Systems and Control

31 papers

Top Topics (10)

Optimization and Control5
Systems and Control4
Robotics3
Optimization and Variational Analysis2
Risk and Portfolio Optimization1
Maritime Navigation and Safety1
Computer Science and Game Theory1
Neural and Evolutionary Computing1
Aerospace and Aviation Technology1
Quantum Physics1

Top Publications (20)

1.Stochastic Zulfia Invexity in Mathematical Programming2.Feeling Terrain Before Crossing: World Models for Off-Road Navigation3.Dynamics-aware hierarchical decision–control with egocentric perception for robust navigation of underactuated uncrewed surface vehicles4.Statistical Inference for Scenario-Based Dynamic Optimization under Uncertainty5.Learning Safe Humanoid Navigation from Reduced Order Models6.Learning generalized Nash equilibria from pairwise preferences7.Surrogate-Assisted Genetic Programming with Phenotypic Characterisation in Dynamic Multi-Mode Project Scheduling8.Physics-Informed Machine Learning for Multi-Second Aircraft Stall Early Warning and Cross-Mechanism Generalization9.Formulating Multistage Cutting Stock Problems as QUBO10.Knowledge-guided reinforcement learning for robust vehicle platoon control under communication and actuator failures11.Transformer-enhanced reinforcement learning for magnetorheological semi-active suspension control under false data injection attacks12.Risk-Constrained Belief-Space Optimization for Safe Control under Latent Uncertainty13.A Novel Binary Hunger Games Search Algorithm with Data-Driven Repair for the Set Covering Problem14.A Globally Convergent Method for Computing B-stationary Points of Mathematical Programs with Equilibrium Constraints15.Constraint-Aware Discrete Black-Box Optimization Using Tensor Decomposition16.A numerical method to simulate the stochastic linear-quadratic optimal control problem with control constraints in higher dimensions17.Horizon-optimal allocation of finite thermodynamic support in redundantly supported constrained Markov networks18.Adaptive Localization for Underwater Nodes in Uncertain Environments: A Geometric Topology Perception-Enhanced Multi-Stage Reinforcement Learning Strategy19.Linear scalarization techniques for deriving optimality criteria of quasi-proper solutions in vector optimization with variable polyhedral orders20.A Frank-Wolfe-based primal heuristic for quadratic mixed-integer optimization
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