Optimization by Directional Attacks: Solving Problems with Neural Network Surrogates
Fuente:
arXiv
Guardado en:
| Autores principales: | Bouchet, Pierre-Yves, Vidal, Thibaut |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Partitioned Optimization Framework for Structure-Aware Problems
por: Audet, Charles, et al.
Publicado: (2024)
por: Audet, Charles, et al.
Publicado: (2024)
Convergence towards a local minimum by direct search methods with a covering step
por: Audet, Charles, et al.
Publicado: (2024)
por: Audet, Charles, et al.
Publicado: (2024)
Derivative-Free Bound-Constrained Optimization for Solving Structured Problems with Surrogate Models
por: Curtis, Frank E., et al.
Publicado: (2022)
por: Curtis, Frank E., et al.
Publicado: (2022)
Solving Two-Stage Stochastic Programs with Endogenous Uncertainty via Random Variable Transformation
por: Bazotte, Maria, et al.
Publicado: (2024)
por: Bazotte, Maria, et al.
Publicado: (2024)
Optimality-Informed Neural Networks for Solving Parametric Optimization Problems
por: Hoffmann, Matthias K., et al.
Publicado: (2025)
por: Hoffmann, Matthias K., et al.
Publicado: (2025)
The XL Instances for the Capacitated Vehicle Routing Problem
por: Queiroga, Eduardo, et al.
Publicado: (2026)
por: Queiroga, Eduardo, et al.
Publicado: (2026)
Optimization over Trained (and Sparse) Neural Networks: A Surrogate within a Surrogate
por: Pham, Hung, et al.
Publicado: (2025)
por: Pham, Hung, et al.
Publicado: (2025)
Solving Large Multicommodity Network Flow Problems on GPUs
por: Zhang, Fangzhao, et al.
Publicado: (2025)
por: Zhang, Fangzhao, et al.
Publicado: (2025)
Solving Unsplittable Network Flow Problems with Decision Diagrams
por: Salemi, Hosseinali, et al.
Publicado: (2023)
por: Salemi, Hosseinali, et al.
Publicado: (2023)
Sequential Quadratic Optimization for Solving Expectation Equality Constrained Stochastic Optimization Problems
por: Shen, Haoming, et al.
Publicado: (2025)
por: Shen, Haoming, et al.
Publicado: (2025)
Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control
por: Jungel, Kai, et al.
Publicado: (2023)
por: Jungel, Kai, et al.
Publicado: (2023)
Solving Unit Commitment Problems with Graph Neural Network based Initial Commitment Prediction and Large Neighborhood Search
por: Yang, Linfeng, et al.
Publicado: (2025)
por: Yang, Linfeng, et al.
Publicado: (2025)
Applying Quantum Computing to Solve Multicommodity Network Flow Problem
por: Chence, Niu, et al.
Publicado: (2024)
por: Chence, Niu, et al.
Publicado: (2024)
An Efficient Solution Method for Solving Convex Separable Quadratic Optimization Problems
por: Li, Shaoze, et al.
Publicado: (2025)
por: Li, Shaoze, et al.
Publicado: (2025)
Surrogate-based Optimization via Clustering for Box-Constrained Problems
por: Ahmad, Maaz, et al.
Publicado: (2026)
por: Ahmad, Maaz, et al.
Publicado: (2026)
Transient Stability-Constrained OPF: Neural Network Surrogate Models and Pricing Stability
por: Garcia, Manuel, et al.
Publicado: (2025)
por: Garcia, Manuel, et al.
Publicado: (2025)
Robust Optimization Approach for Solving Uncertain Multiobjective Optimization Problems Using the Projected Gradient Method
por: Kumar, Shubham, et al.
Publicado: (2025)
por: Kumar, Shubham, et al.
Publicado: (2025)
Adaptive Partitioning for Chance-Constrained Problems with Finite Support
por: Roland, Marius, et al.
Publicado: (2023)
por: Roland, Marius, et al.
Publicado: (2023)
Deep Learning for Data-Driven Districting-and-Routing
por: Ferraz, Arthur, et al.
Publicado: (2024)
por: Ferraz, Arthur, et al.
Publicado: (2024)
A Comparison of Strategies to Embed Physics-Informed Neural Networks in Nonlinear Model Predictive Control Formulations Solved via Direct Transcription
por: Casas, Carlos Andrés Elorza, et al.
Publicado: (2025)
por: Casas, Carlos Andrés Elorza, et al.
Publicado: (2025)
Combinatorial Optimization and Machine Learning for Dynamic Inventory Routing
por: Greif, Toni, et al.
Publicado: (2024)
por: Greif, Toni, et al.
Publicado: (2024)
On Solving the Assignment Problem with Conflicts
por: Montemanni, Roberto, et al.
Publicado: (2025)
por: Montemanni, Roberto, et al.
Publicado: (2025)
On Solving the Knapsack Problem with Conflicts
por: Montemanni, Roberto, et al.
Publicado: (2025)
por: Montemanni, Roberto, et al.
Publicado: (2025)
Relaxation-Informed Training of Neural Network Surrogate Models
por: Tsay, Calvin
Publicado: (2026)
por: Tsay, Calvin
Publicado: (2026)
Solving Hidden Monotone Variational Inequalities with Surrogate Losses
por: D'Orazio, Ryan, et al.
Publicado: (2024)
por: D'Orazio, Ryan, et al.
Publicado: (2024)
Generalized Ordered Weighted Aggregation Robustness to Solve Uncertain Single Objective Optimization Problems
por: Kishor, Nand, et al.
Publicado: (2024)
por: Kishor, Nand, et al.
Publicado: (2024)
Branching Adaptive Surrogate Search Optimization (BASSO)
por: Maneekul, Pariyakorn, et al.
Publicado: (2025)
por: Maneekul, Pariyakorn, et al.
Publicado: (2025)
Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles
por: Forel, Alexandre, et al.
Publicado: (2022)
por: Forel, Alexandre, et al.
Publicado: (2022)
Quantum Neural Networks for Solving Power System Transient Simulation Problem
por: Soltaninia, Mohammadreza, et al.
Publicado: (2024)
por: Soltaninia, Mohammadreza, et al.
Publicado: (2024)
Surrogate-Based Optimization Techniques for Process Systems Engineering
por: Neufang, Mathias, et al.
Publicado: (2024)
por: Neufang, Mathias, et al.
Publicado: (2024)
State Constrained Optimal Control Problems With Control On The Acceleration. Applications To Kinetic Mean Field Games
por: Achdou, Yves
Publicado: (2025)
por: Achdou, Yves
Publicado: (2025)
Cutting Planes for Binarized Network Flow Problems
por: Bonami, Pierre, et al.
Publicado: (2025)
por: Bonami, Pierre, et al.
Publicado: (2025)
Learning to Solve Optimization Problems Constrained with Partial Differential Equations
por: Guven, Yusuf, et al.
Publicado: (2025)
por: Guven, Yusuf, et al.
Publicado: (2025)
Solving the Heilbronn Triangle Problem using Global Optimization Methods
por: Monji, Amirhossein, et al.
Publicado: (2025)
por: Monji, Amirhossein, et al.
Publicado: (2025)
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
por: Li, Wenhao, et al.
Publicado: (2025)
por: Li, Wenhao, et al.
Publicado: (2025)
Designing a Framework for Solving Multiobjective Simulation Optimization Problems
por: Chang, Tyler H., et al.
Publicado: (2023)
por: Chang, Tyler H., et al.
Publicado: (2023)
On Solving the Maximum Flow Problem with Conflict Constraints
por: Montemanni, Roberto, et al.
Publicado: (2025)
por: Montemanni, Roberto, et al.
Publicado: (2025)
A Quasi-Newton Method to Solve Uncertain Multiobjective Optimization Problems with Uncertainty Set of Finite Cardinality
por: Gupta, K., et al.
Publicado: (2025)
por: Gupta, K., et al.
Publicado: (2025)
Accelerated Zero-Order SGD Method for Solving the Black Box Optimization Problem under "Overparametrization" Condition
por: Lobanov, Aleksandr, et al.
Publicado: (2023)
por: Lobanov, Aleksandr, et al.
Publicado: (2023)
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty
por: Sadana, Utsav, et al.
Publicado: (2023)
por: Sadana, Utsav, et al.
Publicado: (2023)
Ejemplares similares
-
A Partitioned Optimization Framework for Structure-Aware Problems
por: Audet, Charles, et al.
Publicado: (2024) -
Convergence towards a local minimum by direct search methods with a covering step
por: Audet, Charles, et al.
Publicado: (2024) -
Derivative-Free Bound-Constrained Optimization for Solving Structured Problems with Surrogate Models
por: Curtis, Frank E., et al.
Publicado: (2022) -
Solving Two-Stage Stochastic Programs with Endogenous Uncertainty via Random Variable Transformation
por: Bazotte, Maria, et al.
Publicado: (2024) -
Optimality-Informed Neural Networks for Solving Parametric Optimization Problems
por: Hoffmann, Matthias K., et al.
Publicado: (2025)